From c41cc68346a3243639956e53f658c8fc2e2b0f58 Mon Sep 17 00:00:00 2001
From: dh00601 <dh00601@surrey.ac.uk>
Date: Tue, 2 Nov 2021 23:51:38 +0000
Subject: [PATCH] updated docs

---
 badges/test_coverage.svg                      |    6 +-
 docs/Makefile                                 |   26 +-
 .../doctrees/binary_c_parameters.doctree      |  Bin 972302 -> 954875 bytes
 docs/build/doctrees/environment.pickle        |  Bin 601073 -> 608176 bytes
 docs/build/doctrees/example_notebooks.doctree |  Bin 4635 -> 4743 bytes
 .../{ => examples}/notebook_BHBH.doctree      |  Bin 2184881 -> 2182264 bytes
 .../{ => examples}/notebook_HRD.doctree       |  Bin 131479 -> 131572 bytes
 .../notebook_api_functionality.doctree        |  Bin 415743 -> 415752 bytes
 ...notebook_common_envelope_evolution.doctree |  Bin 105860 -> 105890 bytes
 .../notebook_custom_logging.doctree           |  Bin 45924 -> 45933 bytes
 .../notebook_extra_features.doctree           |  Bin 21130 -> 21139 bytes
 .../notebook_individual_systems.doctree       |  Bin 56489 -> 56498 bytes
 ...ebook_luminosity_function_binaries.doctree |  Bin 144220 -> 143688 bytes
 ...otebook_luminosity_function_single.doctree |  Bin 61558 -> 61567 bytes
 .../notebook_massive_remnants.doctree         |  Bin 75044 -> 75544 bytes
 .../notebook_population.doctree               |  Bin 142048 -> 142057 bytes
 .../notebook_solar_system.doctree             |  Bin 30530 -> 30670 bytes
 .../examples/old/basic_example.doctree        |  Bin 0 -> 9813 bytes
 .../old/workshop_example_notebook.doctree     |  Bin 0 -> 65313 bytes
 .../{ => examples}/notebook_BHBH.ipynb        |  395 ++-----
 .../{ => examples}/notebook_HRD.ipynb         |    0
 .../notebook_api_functionality.ipynb          |    0
 .../notebook_common_envelope_evolution.ipynb  |    0
 .../notebook_custom_logging.ipynb             |    0
 .../notebook_extra_features.ipynb             |    0
 .../notebook_individual_systems.ipynb         |    0
 ...otebook_luminosity_function_binaries.ipynb |   38 +-
 .../notebook_luminosity_function_single.ipynb |    4 +-
 .../examples}/notebook_massive_remnants.ipynb |   26 +-
 .../{ => examples}/notebook_population.ipynb  |    0
 .../notebook_solar_system.ipynb               |   10 +-
 .../nbsphinx/examples/old/basic_example.ipynb |  128 +++
 .../old/workshop_example_notebook.ipynb       |  641 +++++++++++
 ...4_2.png => examples_notebook_HRD_14_2.png} |  Bin
 ...9_2.png => examples_notebook_HRD_19_2.png} |  Bin
 ...3_2.png => examples_notebook_HRD_23_2.png} |  Bin
 ...6_2.png => examples_notebook_HRD_26_2.png} |  Bin
 ...tebook_common_envelope_evolution_14_2.png} |  Bin
 ...ook_luminosity_function_binaries_20_1.png} |  Bin
 ...amples_notebook_massive_remnants_20_1.png} |  Bin
 ...amples_notebook_massive_remnants_25_1.png} |  Bin
 ...amples_notebook_massive_remnants_33_0.png} |  Bin
 ...> examples_notebook_solar_system_10_1.png} |  Bin
 ...=> examples_notebook_solar_system_8_1.png} |  Bin
 .../examples_old_basic_example_1_1.png        |  Bin 0 -> 7243 bytes
 .../examples_old_basic_example_2_1.png        |  Bin 0 -> 7243 bytes
 ...les_old_workshop_example_notebook_17_0.png |  Bin 0 -> 39816 bytes
 ...4_2.png => examples_notebook_HRD_14_2.png} |  Bin
 ...9_2.png => examples_notebook_HRD_19_2.png} |  Bin
 ...3_2.png => examples_notebook_HRD_23_2.png} |  Bin
 ...6_2.png => examples_notebook_HRD_26_2.png} |  Bin
 ...tebook_common_envelope_evolution_14_2.png} |  Bin
 ...ook_luminosity_function_binaries_20_1.png} |  Bin
 ...amples_notebook_massive_remnants_20_1.png} |  Bin
 ...amples_notebook_massive_remnants_25_1.png} |  Bin
 ...amples_notebook_massive_remnants_33_0.png} |  Bin
 ...> examples_notebook_solar_system_10_1.png} |  Bin
 ...=> examples_notebook_solar_system_8_1.png} |  Bin
 .../examples_old_basic_example_1_1.png        |  Bin 0 -> 7243 bytes
 .../examples_old_basic_example_2_1.png        |  Bin 0 -> 7243 bytes
 ...les_old_workshop_example_notebook_17_0.png |  Bin 0 -> 39816 bytes
 docs/build/html/_images/test_coverage.svg     |    4 +-
 .../utils/custom_logging_functions.html       |    4 +-
 .../utils/distribution_functions.html         |    4 +-
 .../binarycpython/utils/functions.html        |   11 +-
 .../_modules/binarycpython/utils/grid.html    |   30 +-
 .../utils/grid_options_defaults.html          |   16 +-
 .../binarycpython/utils/plot_functions.html   |    4 +-
 .../utils/run_system_wrapper.html             |    4 +-
 .../utils/spacing_functions.html              |    4 +-
 .../binarycpython/utils/useful_funcs.html     |    4 +-
 docs/build/html/_modules/index.html           |    4 +-
 .../html/_sources/binary_c_parameters.rst.txt |  200 ++--
 .../html/_sources/example_notebooks.rst.txt   |   24 +-
 .../{ => examples}/notebook_BHBH.ipynb.txt    |  395 ++-----
 .../{ => examples}/notebook_HRD.ipynb.txt     |    0
 .../notebook_api_functionality.ipynb.txt      |    0
 ...tebook_common_envelope_evolution.ipynb.txt |    0
 .../notebook_custom_logging.ipynb.txt         |    0
 .../notebook_extra_features.ipynb.txt         |    0
 .../notebook_individual_systems.ipynb.txt     |    0
 ...ook_luminosity_function_binaries.ipynb.txt |   38 +-
 ...ebook_luminosity_function_single.ipynb.txt |    4 +-
 .../notebook_massive_remnants.ipynb.txt       |   26 +-
 .../notebook_population.ipynb.txt             |    0
 .../notebook_solar_system.ipynb.txt           |   10 +-
 .../examples/old/basic_example.ipynb.txt      |  128 +++
 .../old/workshop_example_notebook.ipynb.txt   |  641 +++++++++++
 docs/build/html/binary_c_parameters.html      |  224 ++--
 docs/build/html/custom_logging_functions.html |    4 +-
 docs/build/html/distribution_functions.html   |    4 +-
 docs/build/html/example_notebooks.html        |  143 ++-
 .../html/{ => examples}/notebook_BHBH.html    |   81 +-
 .../html/{ => examples}/notebook_BHBH.ipynb   |  395 ++-----
 .../html/{ => examples}/notebook_HRD.html     |   66 +-
 .../html/{ => examples}/notebook_HRD.ipynb    |    0
 .../notebook_api_functionality.html           |   58 +-
 .../notebook_api_functionality.ipynb          |    0
 .../notebook_common_envelope_evolution.html   |   64 +-
 .../notebook_common_envelope_evolution.ipynb  |    0
 .../notebook_custom_logging.html              |   58 +-
 .../notebook_custom_logging.ipynb             |    0
 .../notebook_extra_features.html              |   58 +-
 .../notebook_extra_features.ipynb             |    0
 .../notebook_individual_systems.html          |   62 +-
 .../notebook_individual_systems.ipynb         |    0
 ...notebook_luminosity_function_binaries.html |   91 +-
 ...otebook_luminosity_function_binaries.ipynb |   38 +-
 .../notebook_luminosity_function_single.html  |   58 +-
 .../notebook_luminosity_function_single.ipynb |    4 +-
 .../notebook_massive_remnants.html            |   89 +-
 .../examples}/notebook_massive_remnants.ipynb |   26 +-
 .../{ => examples}/notebook_population.html   |   58 +-
 .../{ => examples}/notebook_population.ipynb  |    0
 .../{ => examples}/notebook_solar_system.html |   78 +-
 .../examples}/notebook_solar_system.ipynb     |   10 +-
 .../html/examples/old/basic_example.html      |  565 +++++++++
 .../html/examples/old/basic_example.ipynb     |  128 +++
 .../old/workshop_example_notebook.html        | 1008 +++++++++++++++++
 .../old/workshop_example_notebook.ipynb       |  641 +++++++++++
 docs/build/html/functions.html                |    4 +-
 docs/build/html/genindex.html                 |    4 +-
 docs/build/html/grid.html                     |    4 +-
 docs/build/html/grid_options_defaults.html    |    4 +-
 .../build/html/grid_options_descriptions.html |    4 +-
 docs/build/html/hpc_functions.html            |    4 +-
 docs/build/html/index.html                    |   28 +-
 docs/build/html/modules.html                  |    4 +-
 docs/build/html/objects.inv                   |  Bin 6339 -> 6947 bytes
 docs/build/html/plot_functions.html           |    4 +-
 docs/build/html/py-modindex.html              |    4 +-
 docs/build/html/readme_link.html              |    4 +-
 docs/build/html/run_system_wrapper.html       |    4 +-
 docs/build/html/search.html                   |    4 +-
 docs/build/html/searchindex.js                |    2 +-
 docs/build/html/spacing_functions.html        |    4 +-
 docs/build/html/stellar_types.html            |    4 +-
 docs/build/html/useful_funcs.html             |    4 +-
 docs/source/_templates/footer.html            |    4 +-
 docs/source/badges/test_coverage.svg          |    4 +-
 docs/source/binary_c_parameters.rst           |  200 ++--
 docs/source/example_notebooks.rst             |   24 +-
 .../example_plotting_distributions.py         |  238 ++++
 .../source/{ => examples}/notebook_BHBH.ipynb |  395 ++-----
 docs/source/{ => examples}/notebook_HRD.ipynb |    0
 .../notebook_api_functionality.ipynb          |    0
 .../notebook_common_envelope_evolution.ipynb  |    0
 .../notebook_custom_logging.ipynb             |    0
 .../notebook_extra_features.ipynb             |    0
 .../notebook_individual_systems.ipynb         |    0
 ...otebook_luminosity_function_binaries.ipynb |   38 +-
 .../notebook_luminosity_function_single.ipynb |    4 +-
 .../examples}/notebook_massive_remnants.ipynb |   26 +-
 .../{ => examples}/notebook_population.ipynb  |    0
 .../examples}/notebook_solar_system.ipynb     |   10 +-
 docs/source/examples/old/basic_example.ipynb  |  128 +++
 .../old/workshop_example_notebook.ipynb       |  641 +++++++++++
 reports/test_coverage/test_coverage.svg       |    6 +-
 158 files changed, 6173 insertions(+), 2475 deletions(-)
 rename docs/build/doctrees/{ => examples}/notebook_BHBH.doctree (99%)
 rename docs/build/doctrees/{ => examples}/notebook_HRD.doctree (98%)
 rename docs/build/doctrees/{ => examples}/notebook_api_functionality.doctree (99%)
 rename docs/build/doctrees/{ => examples}/notebook_common_envelope_evolution.doctree (97%)
 rename docs/build/doctrees/{ => examples}/notebook_custom_logging.doctree (97%)
 rename docs/build/doctrees/{ => examples}/notebook_extra_features.doctree (91%)
 rename docs/build/doctrees/{ => examples}/notebook_individual_systems.doctree (93%)
 rename docs/build/doctrees/{ => examples}/notebook_luminosity_function_binaries.doctree (95%)
 rename docs/build/doctrees/{ => examples}/notebook_luminosity_function_single.doctree (97%)
 rename docs/build/doctrees/{ => examples}/notebook_massive_remnants.doctree (94%)
 rename docs/build/doctrees/{ => examples}/notebook_population.doctree (98%)
 rename docs/build/doctrees/{ => examples}/notebook_solar_system.doctree (87%)
 create mode 100644 docs/build/doctrees/examples/old/basic_example.doctree
 create mode 100644 docs/build/doctrees/examples/old/workshop_example_notebook.doctree
 rename docs/build/doctrees/nbsphinx/{ => examples}/notebook_BHBH.ipynb (98%)
 rename docs/build/doctrees/nbsphinx/{ => examples}/notebook_HRD.ipynb (100%)
 rename docs/build/doctrees/nbsphinx/{ => examples}/notebook_api_functionality.ipynb (100%)
 rename docs/build/doctrees/nbsphinx/{ => examples}/notebook_common_envelope_evolution.ipynb (100%)
 rename docs/build/doctrees/nbsphinx/{ => examples}/notebook_custom_logging.ipynb (100%)
 rename docs/build/doctrees/nbsphinx/{ => examples}/notebook_extra_features.ipynb (100%)
 rename docs/build/doctrees/nbsphinx/{ => examples}/notebook_individual_systems.ipynb (100%)
 rename docs/{source => build/doctrees/nbsphinx/examples}/notebook_luminosity_function_binaries.ipynb (99%)
 rename docs/build/{html => doctrees/nbsphinx/examples}/notebook_luminosity_function_single.ipynb (99%)
 rename docs/build/{html => doctrees/nbsphinx/examples}/notebook_massive_remnants.ipynb (99%)
 rename docs/build/doctrees/nbsphinx/{ => examples}/notebook_population.ipynb (100%)
 rename docs/build/doctrees/nbsphinx/{ => examples}/notebook_solar_system.ipynb (99%)
 create mode 100644 docs/build/doctrees/nbsphinx/examples/old/basic_example.ipynb
 create mode 100644 docs/build/doctrees/nbsphinx/examples/old/workshop_example_notebook.ipynb
 rename docs/build/doctrees/nbsphinx/{notebook_HRD_14_2.png => examples_notebook_HRD_14_2.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_HRD_19_2.png => examples_notebook_HRD_19_2.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_HRD_23_2.png => examples_notebook_HRD_23_2.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_HRD_26_2.png => examples_notebook_HRD_26_2.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_common_envelope_evolution_14_2.png => examples_notebook_common_envelope_evolution_14_2.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_luminosity_function_binaries_20_1.png => examples_notebook_luminosity_function_binaries_20_1.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_massive_remnants_20_1.png => examples_notebook_massive_remnants_20_1.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_massive_remnants_25_1.png => examples_notebook_massive_remnants_25_1.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_massive_remnants_33_0.png => examples_notebook_massive_remnants_33_0.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_solar_system_10_1.png => examples_notebook_solar_system_10_1.png} (100%)
 rename docs/build/doctrees/nbsphinx/{notebook_solar_system_8_1.png => examples_notebook_solar_system_8_1.png} (100%)
 create mode 100644 docs/build/doctrees/nbsphinx/examples_old_basic_example_1_1.png
 create mode 100644 docs/build/doctrees/nbsphinx/examples_old_basic_example_2_1.png
 create mode 100644 docs/build/doctrees/nbsphinx/examples_old_workshop_example_notebook_17_0.png
 rename docs/build/html/_images/{notebook_HRD_14_2.png => examples_notebook_HRD_14_2.png} (100%)
 rename docs/build/html/_images/{notebook_HRD_19_2.png => examples_notebook_HRD_19_2.png} (100%)
 rename docs/build/html/_images/{notebook_HRD_23_2.png => examples_notebook_HRD_23_2.png} (100%)
 rename docs/build/html/_images/{notebook_HRD_26_2.png => examples_notebook_HRD_26_2.png} (100%)
 rename docs/build/html/_images/{notebook_common_envelope_evolution_14_2.png => examples_notebook_common_envelope_evolution_14_2.png} (100%)
 rename docs/build/html/_images/{notebook_luminosity_function_binaries_20_1.png => examples_notebook_luminosity_function_binaries_20_1.png} (100%)
 rename docs/build/html/_images/{notebook_massive_remnants_20_1.png => examples_notebook_massive_remnants_20_1.png} (100%)
 rename docs/build/html/_images/{notebook_massive_remnants_25_1.png => examples_notebook_massive_remnants_25_1.png} (100%)
 rename docs/build/html/_images/{notebook_massive_remnants_33_0.png => examples_notebook_massive_remnants_33_0.png} (100%)
 rename docs/build/html/_images/{notebook_solar_system_10_1.png => examples_notebook_solar_system_10_1.png} (100%)
 rename docs/build/html/_images/{notebook_solar_system_8_1.png => examples_notebook_solar_system_8_1.png} (100%)
 create mode 100644 docs/build/html/_images/examples_old_basic_example_1_1.png
 create mode 100644 docs/build/html/_images/examples_old_basic_example_2_1.png
 create mode 100644 docs/build/html/_images/examples_old_workshop_example_notebook_17_0.png
 rename docs/build/html/_sources/{ => examples}/notebook_BHBH.ipynb.txt (98%)
 rename docs/build/html/_sources/{ => examples}/notebook_HRD.ipynb.txt (100%)
 rename docs/build/html/_sources/{ => examples}/notebook_api_functionality.ipynb.txt (100%)
 rename docs/build/html/_sources/{ => examples}/notebook_common_envelope_evolution.ipynb.txt (100%)
 rename docs/build/html/_sources/{ => examples}/notebook_custom_logging.ipynb.txt (100%)
 rename docs/build/html/_sources/{ => examples}/notebook_extra_features.ipynb.txt (100%)
 rename docs/build/html/_sources/{ => examples}/notebook_individual_systems.ipynb.txt (100%)
 rename docs/build/html/_sources/{ => examples}/notebook_luminosity_function_binaries.ipynb.txt (99%)
 rename docs/build/html/_sources/{ => examples}/notebook_luminosity_function_single.ipynb.txt (99%)
 rename docs/build/html/_sources/{ => examples}/notebook_massive_remnants.ipynb.txt (99%)
 rename docs/build/html/_sources/{ => examples}/notebook_population.ipynb.txt (100%)
 rename docs/build/html/_sources/{ => examples}/notebook_solar_system.ipynb.txt (99%)
 create mode 100644 docs/build/html/_sources/examples/old/basic_example.ipynb.txt
 create mode 100644 docs/build/html/_sources/examples/old/workshop_example_notebook.ipynb.txt
 rename docs/build/html/{ => examples}/notebook_BHBH.html (99%)
 rename docs/build/html/{ => examples}/notebook_BHBH.ipynb (98%)
 rename docs/build/html/{ => examples}/notebook_HRD.html (96%)
 rename docs/build/html/{ => examples}/notebook_HRD.ipynb (100%)
 rename docs/build/html/{ => examples}/notebook_api_functionality.html (98%)
 rename docs/build/html/{ => examples}/notebook_api_functionality.ipynb (100%)
 rename docs/build/html/{ => examples}/notebook_common_envelope_evolution.html (95%)
 rename docs/build/html/{ => examples}/notebook_common_envelope_evolution.ipynb (100%)
 rename docs/build/html/{ => examples}/notebook_custom_logging.html (94%)
 rename docs/build/html/{ => examples}/notebook_custom_logging.ipynb (100%)
 rename docs/build/html/{ => examples}/notebook_extra_features.html (89%)
 rename docs/build/html/{ => examples}/notebook_extra_features.ipynb (100%)
 rename docs/build/html/{ => examples}/notebook_individual_systems.html (94%)
 rename docs/build/html/{ => examples}/notebook_individual_systems.ipynb (100%)
 rename docs/build/html/{ => examples}/notebook_luminosity_function_binaries.html (95%)
 rename docs/build/{doctrees/nbsphinx => html/examples}/notebook_luminosity_function_binaries.ipynb (99%)
 rename docs/build/html/{ => examples}/notebook_luminosity_function_single.html (95%)
 rename docs/{source => build/html/examples}/notebook_luminosity_function_single.ipynb (99%)
 rename docs/build/html/{ => examples}/notebook_massive_remnants.html (93%)
 rename docs/{source => build/html/examples}/notebook_massive_remnants.ipynb (99%)
 rename docs/build/html/{ => examples}/notebook_population.html (97%)
 rename docs/build/html/{ => examples}/notebook_population.ipynb (100%)
 rename docs/build/html/{ => examples}/notebook_solar_system.html (90%)
 rename docs/{source => build/html/examples}/notebook_solar_system.ipynb (99%)
 create mode 100644 docs/build/html/examples/old/basic_example.html
 create mode 100644 docs/build/html/examples/old/basic_example.ipynb
 create mode 100644 docs/build/html/examples/old/workshop_example_notebook.html
 create mode 100644 docs/build/html/examples/old/workshop_example_notebook.ipynb
 create mode 100644 docs/source/examples/example_plotting_distributions.py
 rename docs/source/{ => examples}/notebook_BHBH.ipynb (98%)
 rename docs/source/{ => examples}/notebook_HRD.ipynb (100%)
 rename docs/source/{ => examples}/notebook_api_functionality.ipynb (100%)
 rename docs/source/{ => examples}/notebook_common_envelope_evolution.ipynb (100%)
 rename docs/source/{ => examples}/notebook_custom_logging.ipynb (100%)
 rename docs/source/{ => examples}/notebook_extra_features.ipynb (100%)
 rename docs/source/{ => examples}/notebook_individual_systems.ipynb (100%)
 rename docs/{build/html => source/examples}/notebook_luminosity_function_binaries.ipynb (99%)
 rename docs/{build/doctrees/nbsphinx => source/examples}/notebook_luminosity_function_single.ipynb (99%)
 rename docs/{build/doctrees/nbsphinx => source/examples}/notebook_massive_remnants.ipynb (99%)
 rename docs/source/{ => examples}/notebook_population.ipynb (100%)
 rename docs/{build/html => source/examples}/notebook_solar_system.ipynb (99%)
 create mode 100644 docs/source/examples/old/basic_example.ipynb
 create mode 100644 docs/source/examples/old/workshop_example_notebook.ipynb

diff --git a/badges/test_coverage.svg b/badges/test_coverage.svg
index dfb99a19b..ae1c3500d 100644
--- a/badges/test_coverage.svg
+++ b/badges/test_coverage.svg
@@ -9,13 +9,13 @@
     </mask>
     <g mask="url(#a)">
         <path fill="#555" d="M0 0h63v20H0z"/>
-        <path fill="#dfb317" d="M63 0h36v20H63z"/>
+        <path fill="#fe7d37" d="M63 0h36v20H63z"/>
         <path fill="url(#b)" d="M0 0h99v20H0z"/>
     </g>
     <g fill="#fff" text-anchor="middle" font-family="DejaVu Sans,Verdana,Geneva,sans-serif" font-size="11">
         <text x="31.5" y="15" fill="#010101" fill-opacity=".3">coverage</text>
         <text x="31.5" y="14">coverage</text>
-        <text x="80" y="15" fill="#010101" fill-opacity=".3">67%</text>
-        <text x="80" y="14">67%</text>
+        <text x="80" y="15" fill="#010101" fill-opacity=".3">54%</text>
+        <text x="80" y="14">54%</text>
     </g>
 </svg>
diff --git a/docs/Makefile b/docs/Makefile
index 0ee42a520..2134621db 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -20,18 +20,20 @@ help:
 # "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
 %: Makefile
 	# copy the notebooks
-	cp ../examples/notebook_individual_systems.ipynb source/
-	cp ../examples/notebook_custom_logging.ipynb source/
-	cp ../examples/notebook_population.ipynb source/
-	cp ../examples/notebook_extra_features.ipynb source/
-	cp ../examples/notebook_api_functionality.ipynb source/
-	cp ../examples/notebook_luminosity_function_single.ipynb source/
-	cp ../examples/notebook_luminosity_function_binaries.ipynb source/
-	cp ../examples/notebook_HRD.ipynb source/
-	cp ../examples/notebook_common_envelope_evolution.ipynb source/
-	cp ../examples/notebook_BHBH.ipynb source/
-	cp ../examples/notebook_massive_remnants.ipynb source/
-	cp ../examples/notebook_solar_system.ipynb source/
+	cp -r ../examples/ source/
+	
+# 	cp ../examples/notebook_individual_systems.ipynb source/
+# 	cp ../examples/notebook_custom_logging.ipynb source/
+# 	cp ../examples/notebook_population.ipynb source/
+# 	cp ../examples/notebook_extra_features.ipynb source/
+# 	cp ../examples/notebook_api_functionality.ipynb source/
+# 	cp ../examples/notebook_luminosity_function_single.ipynb source/
+# 	cp ../examples/notebook_luminosity_function_binaries.ipynb source/
+# 	cp ../examples/notebook_HRD.ipynb source/
+# 	cp ../examples/notebook_common_envelope_evolution.ipynb source/
+# 	cp ../examples/notebook_BHBH.ipynb source/
+# 	cp ../examples/notebook_massive_remnants.ipynb source/
+# 	cp ../examples/notebook_solar_system.ipynb source/
 
 	# Copy the badges
 	cp -r ../badges/ source/
diff --git a/docs/build/doctrees/binary_c_parameters.doctree b/docs/build/doctrees/binary_c_parameters.doctree
index 38ffb1ad667e3de67c28e1421a743a9ae21b4e25..21f404548b3842f1c61cb7b1c9f8f5cd5074a519 100644
GIT binary patch
delta 98258
zcmce<2V7N0w>Rv}Zh#`^*bB-53wA-pUclbL4k`jF0!mY{q5}4UEtX}8h1k2s#G|pI
zi7mDid&Q_Ri8a+&-?eA$lW@+n?|a|(`@Z|#-}AfMF#lPz{%fsSQ})b0^R_p6v##;(
z2$>yRl%X_Vv`j7|w{H{DdeITtR=i$=#&rVf1O^5M)M;EVpx&U^It^k17G<fWz3SNX
z0$ZIrjf3hp4h-5`Rw>BJkFQp3U_x@th;dPaY;g%`wt*vJk_W|CtJc`|e=l*-7In3^
zJJqz=Y>THY&RRTiag}%_+xX+6k=iH0rV1k5xrR?;TTla2=%QY3S@m7G<ZG%#V_Vmh
z(KeeaBHlZGz@m_XwngtHx4re;ul~6x?v<_3lEMX80sa4mrdjPZt*nM>AEdHFe}g5M
zRd8P-8>Nf(jH~ncME)AUmL-*i(97HdKJ4M0;fG~B5OO}{WdT0rRk#wcD5On22wlg$
z_$>yznt1xa+AF*^WPZlSL#n?N3f)%n0G_=S@+wO;ATvOk1@h;7m%Z+4zJSBUGkgPd
z%R!kN&hm>;;S=5get*Mi!Gd)>00Oe4g4Fi<FL+nJIbcytqsn}J0C*q7|6DKHw&Vm9
zC=k!$rTB93HR8*6xo_Wnke6goVLcDDzdFPRF@D?>_ygn|;VbzAArvedxjS47)GF|M
zrsxN-usa{ed7x0?eE{V7N#*%_Q|v>?J;V2M8)3ZzVf9&l1wPus>$@uZ2wuKnf$Toy
zUSU3vTHMW&k8|e}Je0R1A*})-qqyV)4^Hqv-YQTxx-~e^iTGm%zJm)2^9RD+X3}h7
zejZB#Vgl{EzTyiQj}etEE|q^GV@wfXsJ+8523U9U`YagQ@8soRO?N&Fe%*<_dh92a
z<g0`rES$It3xy+<-G(FiLDN>A5Z%W_H>JOtpKic8-i1FRZSM!d!YHXYtiFqJhXpd6
zJ;$r^`$YV%Gx2B4-uOIk$+%nxUY^(d-Rl%6Flu0YiR{Z1bGFV>A1K>KiiCL=`3+V8
z79Qn678fDU$pC(J;G34*pW!1=s|I^NNBVc+=g*0LF$kE(`@rITNOS)*jIyRe79xD?
zh7I_DI(me_MLU|X^Z|a6^)+qpS2D#jGDT)h?O#*G@M%H@&#D7AF7s%XB_voUA+LOa
z{yT$5KAMjmyIV5`zkb03+4Fx0UjX;({CBp7^qT}Z2T{LWNBCTxOZq)OWVo0eCjDHb
z|Eb5jpWw^yqFsA?=tkKyjhBZ7N6{#g;M7rv+e43`Jp|XkO=Z0zuD|PCYv&8_XLopK
zRuLBFa(_2lU2+<%{gju6DR+5wW`l*td62anmgJ-Tn%V!j%UdwkQdH#4>)Hq8@k0!X
ze~D_9gU(+XOkvtrsFvQPS$`qP;v(s-=+a<2jW9i;A?>t~u<f*iSlu&Nq$eh}%v8dA
zBKDe`_+m++f1T(7=O1%7__>eNo}CbydK@(<W|xD7cX>%2pux7syaqc;(hoT^EnqMA
z6K~I09ud7=*FOJeevZL!=TOZ<Q0=@<^a-EKJ`mtdT@keGjgW?jHJ5m~MdjBIL#yn$
z%>8-kdX%+F*VFTd#icn3UY3#evL=LWP>-_K`fquCs|!-*5K@;1U{7LMn3G)7)=M7B
z29lHk^^COj64TZI(X6#!Jtu#v9ENWz<O7!u@@nvLj5M7_jop_qp7&5Z<6jp*{O^1p
zpCClAelYxsgZyf0X+=Fjp06-%#Embqt{;mg5q8*5c7QrJ(UAQh;U>!ZP)6DSFK-(D
z=2uL`co@W0Q{rB)F<-MFF+jXCh~wW>*zuZI=kJ6>%WG%$h3w_upe4Ca5DY)6_`3%g
zsq464Zr}cv$1_$I7Cyy{<x<rXa-Q&&P%qCB<&6Z)>H;gQQy*uj)h9?q0PABa(Mv=C
z9~T6<gCu_zBqD%~G8JnvOi_qTu`4)V0`q{vlGK;44T3#yFdaKM`BT_qnH7?fBo8<z
zNj2EVq{?zc<?H1|?9FAVEaOLnIX%8`$k;&<k*Z3QA+rj~Xr)S@vM+=Twj2uoWP}C8
z{_HTzHPYXufnp*e_-k_4pJW$U@Dw9rIh=ZGL<B1Z3!h`pDOR6sQ4AKoz?9@7tAt^T
zB4mr)g3=t;LR9o<Qr~cB-G9hi;9gzX6Fw~@wZzV*%d<2@R6g>h?2SFq{w$IjkEm~-
zQ&^gf8SYoqt|4^()e-yY1Q=7FI{p~a&P7@oiv8t;T~c2}0QC4%$eR79Ble5@WyC()
zYbwUuAXy50|CAcQ?nJ2&c-E3Su{*@{hJ$HI$Z08+fVH)xD(nXFyXwrZyuEO3sRUz~
zfOX@(s&DTaAYq)p5@>c6yxyQzK0~EByi5bVJ9(98pqp_CbIeZjI{87d_sHNXbb622
zNz3G7(50>v0e`$l8dvK|WqG{@VwU96wy!~>yzZ-(u)Uttl}Cw2c)td4FiR>2Awg12
z{11^M!?EFfo~dB}EJ!NO_{0W~v&+rjU8sdKjZF{|EmecJLDD1&%N-4*?R=c6jEZ0#
zDlO+LMWe7llH6ft3+BUt^mS>m62<8OY;e5l&l-^T{!pd*Ru^PtgINWNLdWc?DBNu#
zsSw&k>cH<2(OV7l*;P5cpf<lHnq}7^-W~sRrJZ{butZ3;^UWaNi&`G99b~^CvZ?pE
zX2*GE55`{;(d*8}s!Bw?8;Xorsv%^xV3m2PhQci_*lI+xaYM-4q4{Hw>(guay%5rL
zK~^_tRw0^eTg#;=7%Q}tI`f!@kW<c07qGmg)SgE+T$J;35M)`Ua`vEBQeDO~gf<@O
z4UK;J9g)%Jh<2PK1~Hyab!HYpbBGvR)eu7FVt+IUEEnY#6p$}4YU3!jO!gHq$PW@@
zdqcQXSMuX_vkCzQjhaLwIG6HgQE1yi>cj7omUkRl`axg^sRDHV9y8wC4w65=(-3lR
zxCMDRYf;CZ&{68gaA59M8bNOx+Mjijer5O%frgu<4Nj~)A<8r&r{Gf;=R&GpK2kW<
z6*3z(B2xI&Yrsu!DHtb)j+{^sE`>>**&qRSi)utxhLmnn85q({s?4Jr>F&oFS!8+i
z$-Qn;0K@sM5IwPxy>Sm|KlUyM=C#eC?;3)vYy^8&qAMJL+J4eZoWSbU*#WrcC;9LL
zqRiSKo6hH-#$;|tsU+E8_c|^nYDHmfxMa-H9#8}K8bSYXObPhRanpjloTW6izX+Gw
zGR_-|kbd9D9^F?u&G>s$bTf*78-cwWld18kOSU*mZcg#vyfJih!}xD3;-5D*#kMd)
zr>Sd4-x-A+y?hjQ^jK;$rm^19u~#&Pm)mfhY3yW^5DqWf<AM>pdzF7@UVIAG&1h^N
z8Y7Ly9z&JAoGZ5^aybNEWst+C-Vl7KC5f3QKT72X8xtXXnkdrRAQa+C=u)f{${&%4
z`+|!N5{5`M`2EHrJKuHIsjdCy5UCcf1Dnt~u!+&fkLi89D_nZZCxV(FeZ>njF{|E=
zDET!JOF)Qegk7k-Kw4cIYERw@ZX&{<X%iyX)D+vnAlH`2{T%P;=yQ{#B4Cp+OU03#
zK~11Vk~EMHB015he!d9q#3Aa8yWy?c$<h@*jjClevDZ$K#xkBotX%4KCRXbN7#D<s
z)*90$x)7~gl6$xb(K>93?P}2KM6^1E6*RgO(h@VA!l2fb+w;dln8yQ$FL3inpB>Cg
zlDudh6q6<e^9R&Mo-^ezPCFVRKx>bZ?lTp9L(nU{Dd1*CaeLTkDV;G6-P%e)7MIH1
z1aDkkiW;`2qW9sNQpfVVCQ!PS<SiCQEeX-Qsi4c63xw50S`UM6m`=9=99t@RLaTY0
z=@O`RY*YBSsq78G^RNrvoQG4NSdufasgoCbaTrit^@C$yNO4OSO2J^OAcwLUBxFic
zd-eh;nXxIv$fa&?Vzhz4IR>K~fyD(^-;UJhaJeZcA2kRabpT3s#cbNbF0H~9r9j+9
z5ryTG?6#?@5eDU6`Fds8pHflydZ`r3+`!sH@^_P)85uqmP<R|jRk_?u4Dbv~@`Z0d
z4q={(4`iN@hC=i*X$7k+ByhiG@XJ9dP5)ab2wsQ-+|%XKLHx7mqApVUlL=Z=)!=57
zQiBDSF{s+hFu_0q3}{9nJiq}6@9i)_CLt!E2s8no;6Oz6!SSpgQ5FkZK{@!iq(SBy
zsUzDY>Upd)cxQV<?mXN&xO-eupwwDSP3uU~TF48>0dCn^sSsmdQDeEy>=$yRRK{~1
zn5h2JX7&S>-Zj|VbrjBv#KDb0NDM~&JA=tPQD|A~Y}~;RXqUF(4x+%8ZBA}23wZ;j
zAgc>DmfQ-L2jEB;{HNpxg*QuGSX)uoqh)g=XO`4?6@#43QZ?LZ(FNg>rsN=`<g-Pp
zz}R4FE4sNoajUeNv1oy@w7~lLydF>fnoQtHs2ENGaqmbd=7LQS*@vwq?8nWiJAP~`
zcPJ4)Lf9{eFf18@(?u7l!;C17BbVZI(GPCymb$WsR5!0VG;V_(H+c`PMe~U09S9tT
zaZ<zTUS!{=lES#uLL~YR&F!`KO4Au`xab5dcbv&43$omoz~x#{aN_gj*GiDZ8Ji-=
zLh&TY*n7%JlIrt2&Ea~I<SjZWC@EMrv#@-WN0^EjZZJzS`X^up7Qt%!0z1)y12_$s
z+5$p8#$`$i!>Q$A_yOFosrCgfa57tnZaNXm@;Pi|{%#s|2)m@7p!g@mX>|)b_SLD3
zuNIXpE|t^B0LO6cyS<P<#*6N4$Vrpxvx#smjrt~7M;n~^4O1zjg>U)W7U1iHQz4Y1
zchFa+>W(pNFp_ML@g0V<Wi8I>+8xK4Lxo`BHlJWPc3kR<-6Ja<z2+V4#CV)N`h?`m
zcu4S~z%Tt-uzlN?(j*3%>8Q0g*wZl(^i=?SGeLI;F4QnP=yI$sa?)w=oER)thPW-R
zuVC0X(>5m%#g(KV1XF(nfyG9TWnvB*r&AImjR(y88b_56XQd9XFiUC*JDbYlZ?!;~
zEcJv=S#Cx2yc!3`&P!c{!=Tp`DbU{gygoeM5@MmrWXa23Y?_2K;d*w=I*lPP8xu?Y
z5Nf<WWMxZ10>!70Rbj#mOc7|)ad3GSl0S7EcjTLYFX0F|2aVGgX3jz5oPCZfM$vkQ
z%hG2MkSztW^N{yKN&x&rETweqs`M>nW{X<(Y{R5%6{)ZsRnXJIa-o8?Z-|qBW>8u<
zNLYIa+0`zv78mSHN(<Ksd)c6N*;MW<BXp)w=s0qH5!iA|>dp(a)I-PPE$Sj(C5SX%
z3_@;8^>EulHx>IEq8A~P#4`^50r${ByDsDEp}eRKmc^1g+fBB>!uDi~lXs=hAz(4u
z;%|ss><BO4B}RCGbtz`CznzURmx8OWkjro)uvqfJN8n<NXBX%^imkB%%F|ksd(#Bg
zRqTAj26OcFTTAHt5Z4N8NcUYUQFk#26o<PHrK)VDkboQEg+E4}-?uMlcwK!gwWB0)
zxFy86Gk-YxvE;^f>9kXz&|~QXuFQm@%UU`)_9Kxk;NmJrzq(2~y1*6@^}mVwA4L5R
zQ;Ca-ddXIz+ZSy`)QdvMPVBBOVwV`y7n1vrjb$Qx7K7VQrH;ILD_V!)<C)YN`-(2Y
z(x8<S0RY^itO76E$T*Gr1oLXgmr`2_fc~UHcq_Z@g*1Xe+6K(-4O+qW4Vc|UI*Hxr
z@OQ6G=x-O%%Zc<dA%-mm-<|01#im-UAkzD&#ZL{=pAu;ou`3PIp!<6szfE<nw}R_`
z;<EO-sKc&6>JIeqs^gBhe)5;JgufA3u<exG?VrAqk{AT<#1Os$V|F@1IB=JPlJ9P$
zbj8_PYlu>V*6{KHzDsINGqbv_A@_hske4%dEph7AS~#*>YvD+aPaSJ<#^xBDR*@sc
zwigbAMd0~+DGU~WjyeqoOkDV%8f1Tvs=|ZMQSnhwb{{J4QB*VHcqfw^QSMx~4|8X0
zCgaA|($-=YI;ypk<JZ$Tx1ZGe4As*&wmuVBs|$7m(Y`|1Zw=btn#$csw0|e;3xoCx
zQ@NWA+UuO-w+O^(a%X&F(CrK+_mXY&`1OXrHMt6Q=8&@(#Kqb;aoGYm{LO%8Zt@D&
zNYui8|E*t2BlJHR6Y{Yh@_yKG6hpXJ8@PSc2w{AQpf>_Xj^Pewqf;25Jwyvumln1O
z3!uS;O2gYw0v~Rw&30h{wurFv+fWalZz^|(VSz0!j$dk#!|;uO&@JE;>Xv1Z+pv8?
z2JUUoKP8p3m$Axa8M{WH7N;?$hZK=#F!nuZwb$83yD3wJoxxbri9+yMjBgjv9->(c
z_FP2ETiOy$3$ROQbQkQWL=)eqA{Gxj_<k#$!iNrZ6}#79xl3nhOa~5^l0#wlMbu{8
z*BIFkUgCDv>85gVzyb~4Uz8fM?$F>8hPQWZ+;?*%sB+M$jJ%MI5v{t7Y-_CCj+K?S
z(a7W;h{r9?m6bnXIG;jYP)hS}jNZ+bh-zT_7A^YIHS{)SPF>&bC@0?p(oSaBOJ>+*
zm;trd&ESIFPiFXr%y6E}aNbnx0mBTR=QBfdUtBuBBDL;aL$!o8@UJRd_r-w!ok+Zd
z7T1x4*x45IluH%m9wJS%62NX^1V6uy0kF1$JdLp;_zn;ied$c<kO+XKHy!!y#ZC0T
z3+6Bp?=D30uI<SGT}|a3A>yfoO>9SDo+z-ca*rC!4^o(mlLBIz|5F{=3(8BlCIynS
zs2z-}CP!oM(K)aMke8=BZ;R9y0@}(o;qMwU%?=q_5qa}H?En{V-9@P#OMMvZxsSPV
z0X)8MxE((E!9n_?2S|EBJ11|SAkr^M-cy70QzGqx{gOy~LDp~BcER?P)C;!93>#!|
z7W<XKIhQz}tRv54I6=jF9(CFqGcr7ZQ&p}=dq{ig$}M;uT~a+uZ3N_t$5ZzD_2g!Z
z^`vIQ+S^wJ$@_3s{R^hE+U;T7FOCtp&Jzbyzo*F5Ma~&wx`4!Fx2NGN+qBKI#B?WN
zw;D{h3aqQ#uMMiFh-&I%JOcE%m)sqO|0)IgdNj6;85}h-AucH<--)k$e}%)pN{!hC
zc=anfY}QSWB1=D&3d8JhIT=<Y%UvP!Hyq1e_L1Ege=gcb?1$eB=W=TYF~E9upb^Zo
zgIE$?aJJw@!JOA7Z1oPryt*m&lEDT$v3@e3=>pF}kT_T_1b6#kpUZlM79P}JZos=!
z?a&TRzWSC!UVr%|Pot(%JJ{bw$~MMR1=`|*{!YCA<{#<cO8L&U&FesCcY3|WP!5Ic
zx3uo$yM<IpeutSt9AMgRs>EduYhvUp`~oR)wu61mK)D*@XHC&p48q?M;poBg5Gcyz
zK=^C0T$8^Pb=Whwz~yo<Hdg+d7wxE<99B!RyZw_Pax2EXAh4hugrIj4g7gC&Fil1Y
z;^azAQD}YUY^WRLl29Rwcj`#Frjsf5CWrW;@@bw#;DnC$zQbgd;l`!jtgGZ(2A^xh
zM@)-T2g`2Yl_dA(i%I$2?y@^9O_G~IKtZ`an+tITQS-<mo<$(6j;cb7WO)mC6+#ZB
zQ{?a1PSKKOZbv6)-zE25BDKzSq*vJI1QtcE@|5Wf!n2OR4!Zk8W?|Gq_Z$1!ftlnb
z2jlB!5o!y*RV)xa-rWtZj*tgIm_-g`72x~`Oc4u4%5|6(vP#QA@YW)ihcO*-dU#=`
z>}C&0lj|}FDk2Bk7mt#EVR$^r0rRrgDJJ7$xm8_W3(`x;Ht0NFp3Ig)H;e4={!u3*
z4MA2W?jDs*mpibJL|yBAEXtRF9&^~1E?;M#iHdx8C)hbbegT=K(Q@;_UK%Z@F9_JT
zRDPioEru_c3i}!Ny1m^iK!Xf9oV}nLPddSY47nnEVp`)D!=aDKOlg^NCNJ4pbo-*6
zp?sDc&+!?O>KSC|?4<Wo?2L8rT#jxhC^bc14s$2tPEb&1$o0obOJ}<}MefgdAXWBq
zuKbK<$UUf`(9VJrFhAsMfrfs_d4RWj33xM24(G!Ol++m}PDgK5swCI9y6E!4An}w)
zbdA6XkMMQa40!}!MgkUhh9@)R34C#9k;N7|YxFCJT{Gn;d>?^7?QH*QmRy4IPX*fI
zg8q&4|GqQ4JX8?LQhvN-D*1QxNw%C0q17<p-(}0?_%l=79|nnEiNv&7Xo|=n#SPBP
zl~Y)0=vG7a_bA@Qh^yLgbgmo#)zfjSXZ<|69xDzn>&ijANEgVcjS*L4zI+2u1L&1_
z-7fZk1v2h4*A*B`5fqXy0$&L-tQUd1b)f+3Ca_i)?BB*K-%Z`zB5)Qc#HVzDYTe!Z
zSc++l*9NV>^fhH|@L4QJu@$1C+fsuJe6v_C1E&|um9hKiEO3f4y8#BlFZ;A&5Ii3z
zZ2gzW>)3v3@3SsYb*cO<_80?uprNCaTp`4_28VAQh+~ZqfrmhnaMCAqe$fSrFPHtW
zj~Fs?nqaPYOQvt}QntXI<ru!WMIM3%EZG$XuaJZFXWnlfK~Sz4ihH#}o{dW)0SM{}
z+gHko9G?PEHCWz^>mO0pqbo%RK1Er02v$znfd^7{t&;oVx<{afcZIsE<%%4iI?Ai7
zlZ#{+z7wM-vo)rfXRGB{JQXEsE$a#s*T{AFvaTYgmpIo_C2;TJW`hsA<ie1ggNw9V
zYjH~ag{bSc55fB071aJj{u(NOB46eEgczL4A83O*-fb_>!8MR*=zD|2_ofZGN#gk2
zpM?DtDd>lve-&7Zi&E}_3R5Agwd@17$G9uq^^v;<KW~t`@N%Id^OO#Sn2mA(27OEq
zIml8X)X5kH?N>L-4;gPFz-|q&ROew&*(#4`_90tk+<|XkTC)&*(_UWABSIl?G;SS-
zQl$41SgT7bo`Mq}BO1X_59xvP-;t(b3lpV+L`h6)=9l#-2-kPYJ^5-Oz+;7>Wp+`x
zv=e>bG!#!RPuwM!!p<N_f-^~r{pK$D4C9AT$%VLC9%{d^N4~(Z5165?MC=Bc?}|a}
z3K4UWTtp}4ODA_<QH9?_#mQal9A?6c5<Lsi!%?mj%(lxzalbsb4|a~SVNia*oT#5d
z?2TQw6h!xxz3sR6<1&#oBS@n#`<5@{6&$;Zj<J*qb8=`2p*`-K3weFQ$SrsV(F9u(
z_I!k|XtI4hB5(^_R2UToUVa{a*ptjElp^hmllItoEKv2B+za0$iOL^`!RBK){^K!2
zUHj!QGa9w8nJY&yc7z~bgxPl=mpRvu5fWy8jH7$pBFHsEXFN-&>%82VpEtzpkS8!a
z2CUob&oEfnpio7IC#X%Z<w)H!q;6QQrv;XslDjcqeCLFf%XNdIr*XPj4q_5f-7?@E
zkE%@nOf9ms36t%cPU8rQuS5j4NjJN8R{ovgDMAC>Ey1C8Btas&k*y;fi149eT15xh
zSvsM{bffSX<3K?oCQE!>(ps(!c^7a=`3V76cY|RU<@Rhf0at=YvRuxtU6R`}c1%Fr
z4s|oKPRh6PPfNeX(JS>^oLC(aH7qN!G~dWni2_4^--g_87|PyoNDm*5IZ;1xkBM6#
zUKxtMGL_~pObcs9U=kJEfFW1pfj9}w8;-(#y2JS^a%X(%nG|2L{5=wFm2_2p%kY%~
zBHWsFH#85qF0X-x*X3=znE+e7u_T|?)xbAOS;?YEaKG+i=F0my1V0>$tJR5AIIcUT
z%5kQGYC!BQ9Aj1z7P>>}+c-M|Q*2ElS7SVq3%DaEu;WzgNOw4K2j{6rL@nz<XH{!U
z5aWkea#B1M4Tj#8FR*)}n#V1JZ1xO@xhv0vU+>9F`7LVMMMeP8eNXMZHt4=KZ7-0L
zs&@~O=1cV;_N990Hn+IQtpgqp<d1k`1nEcqdcesC@?u`!6kC^i4bIMSP+3$s3b)lB
z;bb(X2c7oo0plOZm3d?jaoX?nH1ur0?^RrlgyZ`2>W^}LX#XR^Gf1uU9+3N^yqc#A
zxK|G+=i*UXeF#~Fdzt!~KU}oxd%Md8)Zz?nkT205B+>RBq9<{?ndpW@0*@o=Bctg0
zO@EQQ@%vQwP7kpEB3I-16esIKa4HEk3h9d~oyOCr@_0D^MDEH9^wh2E_7=4f<NNKW
z@+|oNsl0^0rK&EJ@H~@Fsl2Gh%ivCkP6?ml$e%N(rujHEr3wvu5+{7>6<mZjBT{(&
zODBaht3*DC>P7X0%P(<K71dLCzkg3BJGX$Y)fHcu@T<IoXZ3`<n%v(V5#nWAG(^3U
zOTheJaRd6$Z*mHsXeuHYhW{?F<!h+9l|8{0$?Nfzrq~dXqWR&T;uRI{2I(o9A27wX
zBue<=S@`LOM{%hBm)xH}poZ?DJ^qqAa(wCs`5<N)`YH64`~&B`MA*OYY488HTpo`F
z62i-wc^gvOMquw=q&7aqfkS6(TT;6@&fWE6fxSrW#-`YIq&B`a(A5^Rl;Q8>C>~1<
z#q@&L@8sqjpW=w#q*b!Fea?INW5%ZtBBR&m-IR{ZL)>5tZ;00fA?ub_+P?q2?8{{D
zp&3-utCy1_J3@e@tmZi+V^uE*xvvCpe2Rm9&e%>8?4H0T@S_Aih@h)#Wv)N*)S!#t
z&cp}zrgT2ya?PlBvK6vbr69alln(q6iMihkhO0_<e!rIpw7br2c7>2vm^1Nui2^A%
zH4PfODWhSVri602w>T%rdfO|yDd?{Pz0CxK5<$P-bTh0s5iBpTR+q-Y41&SEMI<!E
z26Tc=O$B!&f;jWm3F1*4D>Nyj4B&C1vfH5EM*n_NNGSt96jCblK_n*{OY)6JJ?x>L
zN=3$}QKMPC?W+nact|756x~y#bH0wiYmgOQbmMD?j*H}8l+JSrd$>2H^TPs*Cw|WD
z!iDIqM(C6KMU>+3p{UXbyoxF<_+8|!Ul{8RV~Z-s`At(r`Vf80usVIQCJRnx?(lOl
zr3Y902m|6}ySU;?Fz0=A&saY=6OWJ<-QDH`yZ-Pf106~#0Z{5skFLBTRkihjizSrp
z+$O48T&nh^oY)fIVco)x)rWFobJJ$}<;#iDB)oqg%8C6=h4&|B5yUL>JicP=TSkfG
zGpO>EK9E;NY0IZjYngqVyg2|v=nn3?Aghuv(_1M9rTXDz*9}xRrw;^pE6F^E8g{80
zMXBWkVUPBq)N)i{8J>8{MSmslz=WDdh}$>^*Yn_QQ)w|oV*t?zNOtU3?0f9dox6n#
z2g%`3&Zacwa=7R^EZm99AXsBl=J3h_>*0rmBERExwEBuSjP+G&aX-_FgULOusgdAt
za!;_pT3s566@AVZnpIHx@qtuhKsb0d#tt*URQeDiHi(Fc%rd{C63b^%<!Rwiz7pmW
zeELS?scC0U@f37-m*JZBb|qyY-$b?6g~PJS7;pI0Yk4`>N+3dC5jNK#gijp{KVQTl
z<mgAZY}D61{0Bna4HxSkj!zSb!-zz@Gl`<`wwmGrv6A8i3#Ri%+#^ExNsZ7smD5Yz
z;Z`-J23I45$D{}+k0t5D@&#Tc0v2ZAHYXMuBl6nHcz83ZhO&oOG_9CS1lv+`Eiv}>
zNk&V7WfFv4C59!yUQ6l22NNth0vgs<{CKpf$W&sOL=5j;!IyJUL5d3Q0ZIg)LlS00
zKz4xAk>fMuLBSx4Gn)|-*ea_&`qBx41C{A~3)R{X0WSiT1stDxEidO<BZ<l>!k#dw
z;M1gqG|G?<37Z!|84{l+az_!L5yVH__`v<Yp{x*edxR?#x4!T)Na>F!YjYmq#=O$k
z$uVOjnDAElhl(2<t*=aA)kIad%7_(H!95L>X0W+|(m_9Whf=uG7vBDWy<Y6~w5Ntz
z_Z7~;BN%24jmy`a*bu5Qu&?M&c*t0<VR2DyJn<T1@cI+ae_zZjsKDLEN?+W`*U7of
za%h;{1P8N@%iKL+ZWG0u%_51@oykss=S`Hq*fwf?Q(wEKnNp46*;~=P3wR=}PtFkd
zE6nUTpy82QLCys`Nw|ysNZ23x3U}cFTr;^Da41;0#g%^W(!<T)tDn&o<~6qUyPvrX
z7PeH%Z2CC_PlvL8q9?gDl}T2aKvogi^U`Hc1(vo_dhr_lM6ayU4~n<O>{&%fV3pwF
zbL=J?S}TuvM}cr_Ycz`|w3Ru~zO4ehEj3pOOY%(urcltv_k%sMC$5B_V?+%WNUIBS
zssvfd_$h<wq{HNXkhi*^jZZceJB?UOCKh6l{;Gr0pYNc`Tlzt#jyOJVp~@Sbb(#U+
zbW}d&UlaCJKiJVpS<6qEVrP>6KM5=z&J_e6nnGvMc8dlvZ;+(apT;n$zwm;K3bRT7
z8DPDGdl_{@l?Xg%A?j7@5Boxu#=IKU^Y8Cu&TOb3rfkBEe}Qe^AGB`DY~J1!J6EXA
zh7xv2e@cBrOtJGw_nCy9YUn=I6g!`E&nDZa=;wRK^i+o6(K?~jHdLyY(vxo!mDy&9
zk`-_J&R$9b2@hZj$eI3juL$Lw!p~3xo1IC1L_Oyh0{_^brh-2Ttkng(NKAs{dW)BA
zUgFF9bN5IQ!Ac}l+u>H8DUju%1o6%N;f<=4#hXLQImZ2Q7pjb>KZ~?S4^rw&xD}&=
zEH09l5Y2@|6OWr(pztcC1iXmDfh;l(=lNZ!t&Wj!DGpOgM-tO6(#d0BPmNd78BY{o
z&v-1=Q)0LWu4C*A<MGok_Ugkh<1idCbuC<~FQaMk>`2Hegxj%^ltrcsENchBo(jE=
z+)TQxkEGPG-T?@=DCO)|lNG$Pe3Br?BkkU)%1MShHD(R2B-(iB_n+zStP$9=o>J|f
zBEf5<63l)Qm93AQ$*z*1K|Os{^j`CXT@!JV=s!x?vFPFOP+o9=aEvy<{x(h7$GC<c
zfx*oe7Xhn@ZdC$T8bGeEB(VHZB-|~o=(l5v!QabRAKs2&tp>pO<*Yn!Wh!zl)ElSd
z@>s&g3;>_;%C9`e6q`fjR}p#fmU(|VE`748^2`AcJV9yAXHw;91Drg)4$e+c*7L0b
z>$VXK#n^XmA}&9YreV<JO;nojjiN4_1_R3Cyr*`QGMAqw>0cUbzZ3|oi}VdN+ZVha
zQHA>k@B0psrOTtp?U~8}E=SQ4G79ErDev*(<?u>M5H?!X2Yt8B=(+lLPU=lj2J-4r
z!Z-d=aBPaw8IQ^eG`^v>p}b}*aK}nGG-IkViFXiKk2X=pxYG<$rz*{Lf}I&|A?VFi
zgxkIjZgC`fP!t93AP1sQ1rfN0Bc~B6D@r&LFJ9_$EETbhd_&20Xfjjzj;|x^nkak2
zSqk3PUSkU0Av_6D6%`w;;r^J7L420#o{WO@IcSKJq|FIP_eXubvXyQ8u|T*zFzDfK
zo6?oM*K)2B#vV9oY^~y8s74Fp@n~YmA*-qqWIf@m`<{H>t4I}W(L~lJDp*`9d}=SY
zKq<m_%V=5&M%%*{D$5vN1JlL3qW4nV?lN-KA|;V0P%E*~P<$~`jiq`6qn%9pxqang
zWg+7;2s|a)-g_yAJ6`k>t+=4~QRm!1;2eW+j=)-7uy!${fq?-ET_j;g1q`QZo`Gn&
z)+?2Co+kvsvp}5tzgVe^!3$qz%^o0fpBtUB9DdCN6LCCFNWW>Q_;Wc1)~-^*aVqWG
z2o29-oERRI>@8MflEsOqK>Nkm)7B_G8S@ixiwpb^jhU?l7@h~AX5wx|u&MCF<W=!1
zU?9mK5F=LL@UnqY-&Ob#B65(3th(uLfeq`F9yr<5RVz3RH5aRzf{kH8WZ~ivyk4<j
zpB1zwJJUKQK|ozM@pTe6II><@jFV8oZ(R&b*r0rdeO#|*ajBL|BkNa$&5fau#lIq!
zO@@0-j86IDo?9QBe(DmTa5FT**gUtA_&FgnnJ0+VF=8cNtQOsZ7WP0>qI=YVuy70R
zyr~2Ae9xtUurnAJ+1S~NKxhW@gz#;cK7z)xuB-~xs5lUQ-m2{66-5n;G|<VRC&jiG
z-U}1bTMndcua*L9b-|vZZ7;kOCcx1H#kLo8YmL5ffu1H7UlEJUok|MByEQt283Up8
zF5DKur&wq?t8-R@XLIpQhGQSk1Dftp2EeX@T35D(1Z)@xTX*A-gHICyUrP|RU&&#o
z2z&zV^QqF1<5MivoLf65rfJ~Y5qs6L28GJ;JX6?tB6F6=Si*3JWYuSwy$Zqb?#Re(
z5S08}se&EoWhnL-WssABFG}#Ph~@(uK3AUOLQd4EJji}zA5L+w7nxPLWN>It=+=V-
z2VBVMV2g|VZ)mECn;p6?0|$v|GQ0>ypSU2uB^noLlAL)G_YSHY#GT-|RCU%M`1qjG
z7`u<&44V#rb;rzdIFuKG_qhe#q0J%OZQMrKO@rXKLkeIo5&BPerhHj~Zw_N0Iz!;E
z@G}8_7c7r!HKD%?7~gK|Z&iOJ><^?rb`~?iS0$LUw_sm*7>>Ju#Xl>E(>$<7qfK07
zUL&U8lf%Tk1L;~}V6M`I*BGo1Fm6=_8xsn4TqzB&a+ONhVRT`<(qIUUQOd%B{)LO`
zeaZ@{Cvc*=^|;cNcNCR9+8UL!{UPhPQU$u7Q0ikJ61r5vvV6nrP1;wEA1qdE`h`l|
zILC*MwYp$$Q3vDGMJsS24pYUetEvy?5;M`aiRKNWnR-&0%6EvGe9K@ce@aQkE+d-R
z=&aIR2`-;fzU5yN_!Rc%)5?A9GCG)TgfEiO@%mN*|A`O}2h&!<LsG*<T%P_ezan)0
z8h3oOSTTCzg|PEq<BpFMORF{K_V1J4cS&z?RbIGf+<Bbg9z3VC=e0;owOFWm9w$`Q
zgczJi{WKai8}}Yxmi=*F+0Q!@tbHt8y`Vhd?H#c4V;uyB;z0dC@z=*|eWPlKKv?}_
zom}+j-*Jb}B#~2NY3FyULuC7O9Q7ZN#&`%Zo$nGrk8LPQj57EFI#($QVc#jO_%^Dw
z84gas5#Z41BCt!tvusDcSNx#*_xMWUJhgHr7S?}{lfW|qZ`tgu*3X#2@P*zlg#FQ=
z@S{Wa%nW5F?xR~XvD+&{NL^)!u(yk#C&Jz!Pr=EXI9UGSs*=b8sA`QNu;iK&&1;CN
z)~Z9CO!G{FuHUOwpy~~rb+5XvgtD$wt>X|VaRXlnb)*(usy(MsC6Tc4Lugcq7g$ym
zUQE+7%LJCfW)oui5PE|$-Bj93ikD|bch+Yt+i&BHWe-)}F$9|5QNsBSVzAYj!EX}W
zzN5TmnD%r_eLcj^?kRN`{zI6`1^qiI{*=H!8H)d8D)|qiw-$^OF|Wl54oriWD=;Ow
z2>z2e{6-wau-^X<T*L%Dz-`SsB%xLuY<Ymmp_Y(ftsdv(idVSH`A|8+!wB3t4%{9o
zU*O(_XwC)vH)Wk<!VZn2tTWV9@N0udHi2gvJZ72-enUK75s$F(IO#$jMdAEUxJR*<
zB<zZVPCqNXaR)<Jjco_p3iS88B89~17AW|OlEc3dP`C5QQ7r3PJi$Fo%dcpW;3v2{
zdfrjhf2E@<KPTb8#8EE#g}7{YHqr;d#TV*6!?y&U@xn3g@v#4yQW^V7xAo{4ml_3N
z&rG!<WQIwe>>aTZd$!1`5Y&EwFTBF5XdQUHcvv_9zswX5rC*?a0YVn52_M#?e$6r%
zQM>yBSFGLjW_9F_m$*IB)q$+_2_n0GgkQT#CA|`Hivp7pOB4ue&3Gqw%QEaa?oj~_
zxqJ5E^Qgw`cxdL~>4&{WFmb7&<YU4iW+(3Ccm6|}%s<C=(r|w!9$x){{eBNAv=ibs
zqC$Ey6&vRl{!~8W-%&dk<6-+>$`kA}dOLWs`{PXx-Cq*osiFH*(qyNz?wFOHVXCYB
zTIq-9-gCENzblvkpS{LcH3btyw{xlBkxzBp@I%!X9UE_f)S_x3nEM9jDD_E7odjTS
zm3q96kb=j!FK$D{X1!Hb;Jbd&PFMnTd8cIaFbBeO2O^qF$^tfm5XlLYjgm=|+6hi(
zFHEYxNM!x+f{YNEoj}Pc+q8mLKGh46)y4iP>h8JZjvC7BBxP>`^kHf+-z%h8cRM$0
zl_9ehr+t46qB2n4qLzUaH+4C?O!dD>uro=;*Vo?=v)xc`ui+H-8$q5Y&?xuZw27iJ
zSRZN?Ah?DWj&mAz0KMWl6tXs}74a#&;-VB@a{H%iScw|l6ex;Y7$r5eGkz;eh^aRe
z=4xtdj!)m$QV@jhN6qHe;{SAt{Cs*-o$f;oKHZH<%MUo{q!A(&mD2}peCkrYhB`T_
z6geuql-duE<O?<C4TamK@I5>}O)8Ym$EF0a`QU}=OLr8s^;E;y0TT21P&nqPw&b4+
zqp(jQ_b_VKyRiBYzeA@t<n|q^BC^(7FLfr=DxrG7J1=!M|4!7fe(J2Lw+ta4Nz2$D
zB>tsA>m}LT1ze73l`o?9<3)#w{N*(a^4fS*=3c{eC!s!h$8auE7D9@u^LS${)X!B7
zgTITaZFzlxvDO{tWGkDj-?%Y}uC|b2!J8aU3#(muIJMSum_4Vsiq~;^nu_uzGJG_l
zM+_q$jUe6X!n-eVEu}k!FDAr-VdRtr4us{T5)Js8&jMRZt1<kbfVtUGV`0+hGO9Q9
zDWg{5c2UFfnKPG4kp33uF%QeAGx>FD;_@(nvT8QJOig?SKc7)H^S`L@H$%hU9EGL7
zMh(9xr$+GNiNe0tL}*rC_2bq=Vc*Z7@;THHr_&b5EbgX2K_4}RHzjPtL|E^mrt*dY
zYYj?tvU4>VZ0WexYf)LP3~O!b1m2gb^-hGgzUndFo0<rM*B4R4u~e9rNH$D!6juEP
z<844Tz9(K)LG8<z66~Wy@U4h_^&<x?;9FEvY@`b{UshBH^TUaB@+lEADq+<Fgxv>c
zzeABVE2|&#n~CtvD#>3%&4s-~{M8oF&|mGuuR6dHmr=RDsntIW<^FIK&b)$>;##{E
zgECds{&?NkdKD8%(Ii+~6@6ATN!V~7%)hGJP`~DuQcdlS`)mT%I0=5Krq<y2>{bPD
zAlJB#+v&rqtGJ<r-~7=9g(un9)=-lf{(~UD+)x@WUF1HBjVHk9Bv`Y^J%Hm=h^TrC
z^||xCoQ&Tr5E2$A(VHTC3P97_sEL@UNP%h`Zk*{TkAq3XKidabplX9dfod&&khI?q
z=kK6UeZr#OblQL$X+rY#B=D)Lp5)gZu%UU%4*U+UUdaA}+?z@u|I1Of`96+9rIR6d
zB^D;r)UY_P$2gwuhl4*DI+Yt78yA}#J0d16Hfm7Hh}fv4*b#BDBchT=4H`Kvc~S1D
zjyyP7kJ5;y$qt1Z+y1we^4%cBkInz@q4C~B@$+)JPL06wQ1RyB7RY4<OJ#KL)ux6m
zX5`3GNwK!H_?R?XLb5GJ7e>0;bX{$vYYm%DAa0y3VWiE$Ww33?h?FE7vPg_gK_Y4K
zu_LiKWe5t3wT+2SNsJXDu#M!w)IeH10tUq-+Xg3$9N{}EHBCVEc52yrVx^Wn+Sp<e
z<5ET>q{S!MaH$@^i?%RS9En)0ot9!77;Eb(bRRehzxnU@0RSR0($+SlGfEja4v7qj
z8I_m@p07M3_yA$xjJ}3}!|}t41sdBr3^64A|73-FCT93QvqHxIODoi}RS|}%`fud?
zU)dnze>4>STN|{8A^~_`>i;t%V4vvg=o5cGQg-kO$q>>QHy?uUD}ijRqo~1S?B6Sr
zA?6akM>P8PQb%FOpRj-9B|OW2^zZoC#Dq~vMmL9?Ot}Zo74cW~u%m-l`OjYKT+26I
zE>`QmLq#RTB`2gMq$Dp!LWfDQFW}nGnAlb{;YH!dU!HCm`D1%bd~CAb=g^zjmqceb
zGLwy(ckc9hM;@6LGr~3^R<sm5(tzpR6$Rk`M#K&ul`tX}J9vsMDP~x#t$WS1ajDqz
zV@3>2Nygd*V@8a`=+k>_RbVT57{7~_#3O|n4qGhwFFNA?u(BCu+U8UC-=32FKcZpV
zgtY%B_ROy#di|#Gy7db*X1)!{)-nW2$}0XY8M+<gMp*xC3T-3ncOHG==q;Q}luZ${
zrIINSxXz;@FPS1n`Y)jPbBuMoPGs@<FUFd|7y@yzqf)^d<=KO`Oc8J3s-+mi8U7;6
ze^)Q>w0p6@{~i}LWJJs$N5nTzfsj*p=5G574ESbs-HKQ+p(m##*Bl=^BBh2cDPb(w
z>{>~me}-R*?!lu*BqYaS^wZc@3wF0ud-G^P-Mha-=dL0u|5IA4|3+GsfLZ}nYvl``
z|4LBx|1&}8<NgNE-M`|TZIaLvXG&SW;Z$n8QFQk=G{OAI>M;H>xo}yEIMu-MDQxuQ
zccnF+)l}EHpFxHw^i&E&Hc$gBU+Vw)?{BVjrB##IygJuF?a6PEylW}Yv7s8kuZfVb
zTz0M%W<S<Y{Sv<(P2fLM>^mE)UvmDZKwDkV-Hi1`sZ{)?4gNw$D$R|HrRvefFQ-7#
zTYTLm*wjyjkZfG~q!ODt0^-^_-qe_>R&r$$Moh%%`L4lg6pu{RgWDq_)rd;m$PHGD
z!Gv-8(k@sn#UoPTn+<q|5CQot(#zg2MBRoTlNQzam{fZ}EA=Ce{}5=4GrG6IZ8?(K
zfcK3JZc7LZSD9+~$xh<-8qDx%(ssBhGrR?<Z~TaLI{L^1wzo$|-64TDQlVN0T&Le4
zQ(bjdudn^H4(d+)jC3k}k}uVs-AV1jEK9l>-(#m61I=)gOl=D{I;n3IjFneHmeoa8
zKV!{X2CS;;&r1v!Zp1IKbn{Sy_|;T!cf)0#?nc~05RiJqg&SEt0kOEqi!>$MSCCz_
zb_K4~PAUq#>8-lMqMo>46h%V&4TtI7)P{H`QE%50KHSNBQ6P6$AK)b}T>+1ASg5av
zvPZ)=<JHpmy=2u3I(An>VPOw-8s1XWMOa-#L>oL;QhWFfDzT*p0?fjpQDMWUxVa!`
zes0kG+*Bj{Jq?p+jnZl2Z!H-V`?7l^>(+3{=%cp9PyY$kt~;|EEQ8Of!p1x8wP{EO
z8P$W}0k|jio&>xe4$s5Y-FT(ZOhBx`%^Pw`q7O^qiB^5PvJ|{5iMDiUZ3tvdR>$Ed
z)C9Kv2y$k9Q*4|m%fS@6c%^Ryiy<+QBcNa;ZZky+G1k5#oZOcnb~XIrZU@y3qFbvP
zq(<QXyBVo|#xh7i`Uv}h0l1lgS0HtzT_p@P7_K7pa)aS=(%Pjt+(*zE9we;YU}!hR
zCYmx#pm5c9Ha$P_bcf4-xOZXqN#30i&}fia55IFE6us$8HCcu``*33cUyHi|`qB-8
zQ!zcYh*cXwz+l|GDKJvxueVrD#4sLg8>9|^!m(;1-l{YcnL^xoc~O&>8A*v2pZfJL
z+$`;EGkPd*N|1&lDbeCn+z@kCakwdEoFD7yNNltT&V%AH9StIZQ7AATH`<~`>dD>O
zf25OpN6L$Kjs6eHI}+4Lo`n_ln`Br)u*F}*8H777SXLNPhoZ!ZrV`T(%4?|kl_TjZ
z^8$<e50=V~{CgNLh~p;?@t(N20e?UsEH3(uHYJQTb;9@oTEodJlhi)^0kwE<BzPyQ
z?KwWhEih-oV_|EudV}*cG0%EG5_YDjFE~EMhvc2H;|wY`0(+;C_wcEMQSs2~4(~Nj
zqg!QZM5Zx8yqx8wo01vp2-p%Zb)*``W2v>6G<ZK!t;g{xE_9_i`E4SMO;h*sDFW+}
zfrY|HZS<^K6K;;e)Vebh2c{jP)Q&uZL|B|fOfuNzP<yKkcK8%`+I;Ic9Cefc2h)ff
zK1~$LH03t&-^g5aX}k)z$D*Gek-Yn9Fkl>p(fu?Ln0KAEn=C`2z8?QZW(9aZUd5Z9
z<1w+~si}sTD+`Q*Gvn2r_%stRh3M&LrgU)mQRKYx0&H<<Z7QW5JTawXn~ox;O--@W
zOqovpHzWnq$VqBn7Dw_1p}a{Lk%NRhyzI57A;!&w3>*~jq!hO3ku}P2V5siEN^mDr
zt*$$80MByN+0snite=q56<lMGS>q_Y)?A&*@JN(ic-YYXu%qy93k;(#Q=oV-hQ>S1
z!x+b3PQfk1$5iLRC`g*B*5?mI9iBG|x`e1@7yXrqUtln@p%>Vu;Y31(J?&6oKH5+i
ze=15J$Fa;Cex0Va;(WB2M52h-ZPZP8u2RQy+h{Vs?Vr-B?bI3gHEdDZd^8!nxhS>d
zp*8Z&|K<yW>kMMstIcSHE;CDwz|Ss;+OeZy)hwKF#fsY2fv8%(+6(1HzhwR!M}kIS
zNSv)k;-}&Tmnr|rMF0vzz#JqrMTo^ifc?6n2R2ZfIR>8`N8#*H^uP%!JZjK6>L^?o
zMjkj7h8_^R@?x41J`eYHf2KN*M#G(X*jFEkI+h=tNi2or`RWGlHb!JEc?>jLpibxV
z7-8xkMnl)0>Ly;9O8xNii2g>$@1N3%z0?`JHI)XBAyWtcQ#!S`T30vjf!?T`NU5V&
zt0myTBGhIWRf-z}H5X$5$B9aKuI6nYOb&R+HW=KO;7~D(VAICHf+aXJpXPvFiBLE5
zO;otfP-~r|Q0a#+7rvsx+%cq8uA{I}f3=?LdSWGYF|o^xD&mLYm*W`yWGpK7M2PWt
zJjRGhAIMpxmcsASAmHF~+;n~{1oMYuV16V<DyqJUdyEy<RLAOCH-w2RXkhbzdrQ<n
z{Xe}V@1Yp)aX6XAiq>efah0*+G8g1U<7;Y+ZKEtW1})rH$itXk7>B2cFtm-rb_2=4
z69%GzcaJY*g)ytu1fE3A;~Lpx4aNZmGvX~n#yUms2H3s^Q`{VZ^_YQ$BF_gy-V!wc
z4y{$A^(e-Qc)e&(ELwXDDY1bx#Av0mdqdFJr>N`%DTu*JWk1GIbe4-p{luE)?K;dn
z&u|wGKNhALZNm2T`k)ekhX;17SIg>gi`Ds$W1(LHS~RjM-psuF%tM2q4Qd9S+RI7A
zZtpe@?rgx8-NuPXMexr<F)37|(#qrTCl1~H**}G)6H!w6hgu1Gf7+g4t;f;()7Jms
zY)NF%UP-8N@OK_o2-~6##E&Y8Mu&}qTU&6tHca60jr_`F)!ROCs~W@b7@mO48fSOg
zu9oI}mcUr!$2nPjH-1B?BU^z7@dSF)I6Bh5$stf4ft~#f6@E32Lia0CXmOGBDXiPA
zeuD?^grFbB*;nsT@r3jbreOTgCoW9%z8EqRiHYxSgl@sN^KbX!+tZPI)egMycoDN6
z<KfX>oU?mC&N%eF2DL`3<?Q%rlg^CSAV`(*_P3v_FBl%UGcb{3u+vV$qlmmCLE4U|
zv$Smm!lI3LGJ;)<i9CKhov9lyXky>jrMY7FL-H5uX+E9gP9DE0`XGK5Z?Y-&fa&=8
zIdyLF+b0WZY8oUj@F)${4&xid9VB(jc-V1R9goND1fPv?djfJ!KcZH}b4CO?HQs*V
zsJfNmDLWlw-RR8d5V@8AMCgYG{fDHc3-~b6*V2W-rF8PLlr92!<9LY4P|Mo2FV#Mb
zS0apWx_#zXYE#aA1<2we@Te*8gTz~0oE5wiLhw6Yx2|FG?M!0Zr^CC`YIojVNVT>}
zck)uMOjn%o2&Fq5IfHLaho;kMymZ)h1AFY|vuatmdjmTb{;ND6Vk+ghv0XWnnw*+W
zr#GewFkX?kF%?5cyet*Flp6{534ZfN-=+M7__}EJr77QB;w#>$B40N+c^=<SpC^H5
z(xKZ0+yy;D0#7<qJqa%_sB8Eyg#9rczPPB4=RXo57wjp6koyGTK4k(CQYHxZolJ+)
zv(X|x&+sgyehP*A<If1_*Q+MbDU=EVXK@jF#+1=XV&wCkI)Znl<~mM*gWsv0c}F3}
z+HQiA%f6QN<9@q&B7x&4K$XktY94P2K4%b_jh7$w%TxxD=>m+GsiNkiXa41}nPjdv
zc&sNLE(%;Q<?*#^B+kB$(||kIaCp5)Qoo)6Vb?Jdza~vjJJY)45{W9j(WCC(8BE1b
zNx)AN^q5TMKbZ>nhN!ZFU|oh|hc=OXrcD$+J3Rq*EJk_%L?Iq=6u3$gDGDnIoW(_}
z?@YN~BCg_x3aoe3!7Pkqb)E=o?%*1%vyf%&Fwx0zmt{P#fZuZJbr)yu_zNYvmP02(
z?R)AieCk@d*0^E}B-sR>IgtjEnF7o@;F&%2p4gz<N{EdUDbH*qGA;^SGbMA`AfulH
zDD(%;c>exD?a00%f#)Ye(gQpUaGvx#>&)ne4EG-3PR?@z|1uGdJXAOGUrfO_4Kkj1
z$rYKqPa-nzlZ1cHPK4EK&_9Arb%OX$A~ya4Vs&Z!wrrp9QpMX)9SGfKlKs%H>PE)f
z2)M-se#ewNe&9;q3J}}nf_%mk90YMsS64A{68!N5_skQi{e($Q?z|_9PhNa@fCsIP
zKEoMc+lOjbHjk>#o&;T<soVK%Q59!rAJ(I*^wATKS_<Kt4gQ-Qh*cXM&OA$qlLq~h
z4#c@lYB~F?m#RC%g_jWWz`^-}19NNhf6jdG5lQ?Yn-x6&z`Y%>43X9fX26_3)H>K>
z_I!%d05^!)iXJF+jTMCof2#9&O@dX;fLnj6E3m^Du<)IzsW>IsDFYTp;BP!;h&2P|
z69X}K7tY!esCsM$4gImA(BhWiWW}F^Tl7gwxxF}P5y$e-5griz8dJpr5|ND>yjFu*
zHi?+!EaDeBZ8Z4}wz*SOaNCLqeWnYUZ*j>t=B?U+Z6)1iLBeOKJ-$`Q=H~=hI-OAf
z?q0*}ecDt!o-@`DO7?w^=cRroeI8}N-S=u`_Q)YK`~b>~_<)-WZjg5XLr2aegbXo<
zaK7WB@pIEy#LK_9g}mewEea1!3Mthyp*qvrvg$&LwMwRw>0ZkAT&CF>>mtx@9k5s@
zZGSIoUGS&5Weq>9*FjXpS=@jlsG>MyIgEtIWr_rey9~ODh}e~jh=0ZcykjDCn3hTB
zVx|!j7ae{#W%7~&?wEcGyo0+I&vuin?U``X9ZxoHCq7%8`TQx{$9rf~7=9O9w0t(x
z?q3MMAHdIMLJv<Z1h--F?|vRbcNRrEcn`($Tu;r9v9qS){xZe`{E_*K=#jSu-M7TU
zrEUB$tL|iRq_jL$D3e8ld6_IdL0McX{B277Pa=-LYH5XAR&5~8eMI9SSrA`D>&iof
zENk;DCr7@K?RfpDFvH*K6zHfddr&d0FXK_B@VCa+6#f>yPHbWpE!ZcTg5P1*)qf4O
z`iz1RYz@^|nFTv%6!haOiJ6Nw?@gJ#A!cGxA-?xJu@q`}k^~;l0#;h<%#V`_N1f>v
zP@qF$wF2PjWjDC@lZOob%4(yaVHvzH_J9Q3%d+n-gRbQFNF^5u4Dx=^mUBK?q^<V`
z;r9ZIhsBzIkAZvSxJL;(h;1X7_hfMpn|n_d{&Nv2fwh$OAMYFsKuk^C!WVl4`^#%_
zydBAEH5oeiXuWwWk`+AJ$$yIdp^p~Hcr1ZqCfgHzwLck;F-5D;El*v^rw}+}G7W<n
z0*k*@b^SV$39W;(_-H@;`Pm$Tt(r_j;VK6#>?Xp-`EV~_mC-au1<dmxDkfI=gYnZC
zOZ_!J{OF420dFd6IsBlhHh2u&#10DCLA-lySw)NDk4TOCli}+sT62D%WZiYPLqQ0w
zs%_-*6uO8#1$?S$Gg$#lGnfKhu!YE_e)zGBmiP)8Z{O<gt;(BXJ@MR|R#7bKdGHhw
z15L349*V}F!Zj0)2gFTC71T+s<Z&cn&=ja#ON+)nCnQ8qadN2z&ehUx@o9w3ngZX}
z)_%uJ+Bz0@U@tvD>qq6ObNM<#tU(_7w@%hL5Gx;%8;9{+LL8nVuK%#Z4#cG&5mEI7
z9=?yQt9``pqSf>dbxi@^dfHib(^Rcuro=4dE&Y54h(+N19=I~ftgn@Yqd{7Gu1*y;
z<5MB9zLv=ORM8<mI5RF`|DnD%pYe(WwoSEv+)(SwxlN$?hba*G6lVv5bjzu9LwhR4
zZu5U2fzJ_w!8?pclbHTf>C#hw(>6=n$2QaOS3@Tec>GlRy5`yl#>bnY@jbPPSMiv*
z-evJu?=$!YA;&FesxkU64AH8=FCDQjeH^0s@f;Gn8jJJo@OneL)0z!tbkb@-SW9g$
zKSA0YoocVyN^8vcQPXPWs2k@I__kq++X9PUW!>?Y!~Y+qLQGveUusz5jRSG(6(S<T
zw5Rxm*_?Nn$V*SN7jCZ&W%w=T+_xBJtKo;g|8p{jU$`~+mIPd46@%R&S|RArQERV%
zMM#$uJPi(Z)P`U#(ZyJsO>?5_r-1th{HPi7y{CUgNUt$q8Z7Lrt#My++c-r40bR6J
zYyj!e4E}nHs_LG{FPDi56Q)tPPjDcrzBlNi)&j8t-*Zgk<=F}cqUi?*-9v=f@1VP1
zKrAkL;%}0ow{c>)Bvz{lVyWeb?MS?ODjK;v4NCOX!q{CQ!FtP?X%z+LrQ^@^ihIfh
z8)zlraZhalXVXP*csC6`>7{+o-cjo=b*qwheWt_kqv*To6zFBAi=N|xtp*`=v~j%I
zbjW>*OYG?s@r?u)-}_&2)5QCeLhi_eE@MUD$TFDJh@K8lBXDGiCU_(a_0aHa{Y|YX
zZ0V~#<ddhv!kV~^I^78AnEu)d2=9++c9Nq;886L9Mr*O{H+b5{Q1@d8BHV(Af5(&~
z)btnAX-xS-z$}s2M80kjV9$)wnlpZjz}KeRA4g*f<kw8mfevrMYAezd`%&V{Q*#Ds
z(OjA#O#Wdy6d$a0=O0MKTjvJxi}|y(D$w;6?nkbQ)oR1NQCcYXrK;s-z|>f6DK9re
zc)+D<JsM0}5Vpw-nh-TH#Rlo#@}t2uk}5>ZAVWl$R;X{9cIr|$#EY>L`P3QWw>@zy
zePMz&kY@@pcx1)h8_lktYlDcP+Q<A8YHjrl@EN9k##cLF4a*_y`48G0ehek(Ki6px
zI7IqPoZ;jc`~^Hc-0qOH8@PXu{fyr*#Wpe3z2QH)*MZB)S|_gHJwp7j7MrOPr~#u>
zwECRQ)GdvtP?lFf^}bH^5G<-gvs5jWSD2|g)Wc_{G2Or)0T_mE$1-22Ib7?{eH^tf
zRCJIFnJIqNb0#^bnE+VcJ9EPyN!7VU3Guw&OybthA?!PU?LS`YG$S(N#e;~r<TNdU
zPbUeJkyx76nolMP84z3*)tNO4yU%)oa9e9ofIXwN4sb3OXG@=sMw6^{)VNbk+su!X
zxFd%0M;wKoHBj8Y9qS&!Zq1~4y5)eCtNEXL;|rc$805FdX~|rhrJK`Dnq_qI9pkmC
zuztK2#HCrn3kBeCEo`Y~I>t>U0p`B5px^}U7(NZey8vw~ZzT%xv*ecowd%ZuqpVIH
zEs#P!20!yw4qc6_JN<_PA{~fEby0r549(6nNPhY(Xqu`0$<qbGQUG<!mmNC&)8E5`
z(DB0hx3aVWe50uC_KAZ^_GGOzOqq<C{1YL_y2e>h7lpp+QFsdWkT0p}WB3i_DaiB~
zDYph{HbH9lMIj!(5!CLGS}xK;DSisf7WwAwEQ+7E4mk<UkYuSDS{5%)h%&R`#0+gV
zFEd*haSe11{!dSJ5fLUXJN`8jQ*|4v8!{Wl%)-<jBI;V2&vr6U4?Uah;DZPoH5*RP
z#`G0M?KFqgt&vgIY;i;ehPOdqO>`7}*T&(iHB@;e!gOD)G;Iifft1Ecc-R3wQE#3$
zjh_@1J&vPFVl_|`o-f5wC3rr*WD~!JP+`7ShaV?-N1YW9x38S9?PmM|HGXflebhp9
z4ZlbF9fj~tXhe~&_#9#8_p_->zc-cFmt0~atoIypiT51c;1-v*`<bSzaO&ZCOSLJy
z9f@f*2j&5GoK_?zc#f0pBke7hX;*PQCcthnSSt2Kj;z!Y865ja^RORXsp0*l7}M$l
zXf&BZO=Zj>b{PVTld4rck-wPZ<`80)!D*GLv}jXKk;LiU8ZDcj7GgZUG}O$lN8TFn
ziB<}puf^>3B?-=TW;xJ4E=N;1e?%<rJ6Lwxpsg@icHf}kH>K~JRv$zx<!oB4;iv8N
zxBdmPb-(c3Igs8LBW7MQPvm~tv_{LuJxBaHVR-?uxM&k=N^_u26G!r0ngu>Oh~q+s
zY!NbTvLS9OP7K-zS@^PhcoZ77>^ALd9!H2l*<jhOz2JkWwU*gV9*!sFrx7;GP(I5P
zi&u&DF=ZWL*WezaK3=Xd#SS%P5vQl>Rs5`w;C2#K(ZdOL@5U_cbsR^GJ-e|3pCm3P
zATv%Yx2R;TB2aUiRv5ze;NtEvHU1zQ3Vo^_;SZ?s6V9ZP1Svcs<C}tWI1UR(h)1`0
z4L^S648_|n$O%sn=umE(D>yM5m|;^)IpG~deHkHMq=n_;3S!^qxP{S)1h$(C&GzB;
zPCFqG*A<PD&^`DQL5FcCTW``McCL|HqG0D?oV6wG$6zh9U(3d?cnBq0BOu>+fhRF>
z2L~rMg4-10HpLW*zyIQxpy6>DfzN@!c+H39nBwuL&P|qu!-=2Rf)xB}9l|N~q%^Gq
zJ4Yl>&xKNla5M5Wk^BmtkI-YVJ$|_4-9D`{MDNi&!Tqo{63;3KGe4RO8xP~s{1K_~
zl`}&;f}-zHxy=&+F3%JF3D26bN$5To>{trP%7pcsNAB}8#f~$jHyV6%v9&Hjf=7pW
zhBy46Yc5_N$Dj<vonO6aYg;VK=ZJI#UKGLQpP+c|I4+upk&HNpj0oMM)nL;JZ7J>z
z3-w)OOdzVWNd0LBRs8jCovI5K-@@s=ZxdnH8C3D7a!s(4OsS@mC&foM%bn7O@CzjC
z>^#_UO6!Tczq%}ZXWw8F`mfh%?InLgh{yBnsb_Enk8ev1Nb?MYh_TCKzVMSepYk3)
z*)I1Wi?gvNE3|pq@oW6dah3Vv><*hxpUtUAHN2c_OfjX92{Grjc|4Tb>@*)rU(nj}
zPV>d2qdgp*idyZxpncDi2$3*<)1HeO;|T&`X+Ph|g}7|fBW(_0XBZ4-IHbLqj?%>V
zw1p5G@C2Nm@-{dSQ)m9?BnP+m^?a~uk*5_t`VMC~m#Ff&`B3D0Tn?NgRn9o8G8^tb
zz>B#%zt@)VXJ`;S@PqbAx{OoipG_;wp*&CsUM|MO<+gx&i5rA0K^LBZv)QOS{vKU2
zp79Zg$_pUinpP1%!lffDF3rz{71uBgwkK@s1<>p|X06ty*m=S;`imxQ9?p}*)@HLC
z_^t(iOHJ2h*aA3t0~fr*NSAnMzZi81zp4F&r+x%t)&l#uTe!`Fb7!G$Jd9a_5b;iB
z8$mWLz->GHI?N`4u*NTNa@<FX_{|06Ddc^%fZnWpMf$pc7nw%V0&<f$XLslxZeQZB
zs-gC7Pp~C1D5d7%u3uapjvP-&>`%@*EP>nmG@JOE$g4bU6ED0_^aGEDaOS@DE%#U`
z=4CFGmQuvkAZ!)<KCC`hsA7r*eY17~??~9T3t=Db-SW1kSiB8xlDe1Zy`?rxeT4hY
z!%0liLh$?%y9_>azQ=C5(8;bV6!4iZi%+nYfs2o|DBvr3D4$Pt=Pa~ud#n{=d=6Fi
za<06Rc6xRYc*{cC>A|Po(EsA?z2mE>qP9_ILy|c&bCPoa>0NqFklrH%2!tf`P5_l&
zMMQcN1?hFsiy*y&3|)E$K|qimKzeT?Alzs6ngcn9@%`?5fA`*hJcfDp+Ur?s_p){X
zcE<azNgUz?`^NF$9KQ|;W>TrU7}MNh>|f)|Lia*~74erNc$T9zrm@FmM}6^rNIT&f
zFFj_AM_^`@c7v4Vs2Q&DekPe?dLM=qP(&dK*7D)2oC$2B#J3@3&83g9YKA)IloY+J
zwLcNV*;E_PD}B`*u|Fj-NP9fGX@&6`FAahNg_iIE0eZ~~f*MEj4w@+MDUDp7FJH};
zpMTY*dp=wpY?8Zfqxh(V=*Wbcm8vDwsTUtrJ2tL<WI|+2)wtTxb*t4(s9d>7)^b_H
za~H_^e}vYFimn?K+qi0EwU{E|5uYMi#Q!3hohl)+UfsBwk#(ah(cBH9su(71GT=L(
zHCJ)~^8cG^Ul};HKvu*n|3ATP)stxMpR&k*8^}Lt67_dn5Ge=D`~SwqNfiAbO`Om6
z;(sX#9~H^n%(@Ewonv8}?^r+PaQ%=g5VxOU1!ARilD^dEq|~J;@o~t<H1>H&E*#0U
zN~L#^e{ES1M31WJSt#S*A^(aaT<{N!H!Hme`Bp(|Eo(_Yl7*za44EeGNN}<n<Lx5^
zHzXJlz>ls+*MN{0AB%|a3EjSKAY2oyYMVP~f?X4XOJ|LZ2oFzk(bV@ZFaX9KThJjc
zq6-@!rq*lht>&J<N6aSBzSkjHl}{wX6QC820Xa0N3)n<5h##5|l{&nE)VKGsH54ng
zQmflqQNkMx<_mPkDcu%tu$@(1=8~l<J|`JNF7vO%7~Omql$jpB4f&i}yv3SrM=4aa
zoj`xS4S9(Zw319!TDS$-$_=C+C-8B!3Ea3~mEEEX#5N$_ucs|yLGveYlQLhzS_f#e
z(qEfs=O(32z0dx$S&50R9~+erSvxkWZry~4Ql*Mnjm(4{Z!3wtQh@<GeNL<7U*Z4P
zLQ#>MCGmKLq!seNg=Map;HV;3mYqK1UD*ENuns3JtYMwJws9z#+Cbc6lir#@G0D~9
zh-oe@f1P^ngym<3*x{h?LWfElg4AM^H%LVw^NF&{37JSg1*tPc$V54Cy-r{6#y~GG
zf6O_N=Kh1`Uw-pm_b)N)f;dpx=@6(;l@nB&NDWmryQt)owq);z`mbUAaiGFOIb7=J
zqBAFMKap0u)L4PvZeO{IQOW&KAF*>%P?Mv$q0&cJ3s9=D$zsJw#t)lF>2!6hz^}w7
z9)#vg_}hYsJf6X?{N_3AR|xkrYWGC$=<zF2nT~v@t!cMK*14DAp=w+4fYaWYNEyP^
zh62CYk_Q(Ho9I`awwN2k)cgwK0*^b6fv9Ve8R}KXD>#swcpSCjCfz(1vIu8@<k#F7
z9TmZ=685JwzlRLNOizA_n#A+SDBs7-CwS+n?g<Qdv4i$C4z@{T$4L~LT8&3kJ1M3e
z4LFI#9=ybv+T52~#Y5<$B~JTslHFMSLy_s!I_8+P>QY6)a-^kKJBs-OhLYQY%UJHB
zNnD>7`4D|hCp9IeYBKx1lej+b^}$A*0qkH#^%TfT#I;H0flMl9Zr6N}qkl4&<Yz+)
z%FD#@C$wN%n?<cH!Y0eosZXZDS=Ew4pDatKN@dPL>bA{@jVmt}l*z5ur99bCehYGf
zypzrQ+0^!m$m>h-;sR30>0yn@e6VdY7mcbC;ZZ01Iqm?@ZQHT9FDLUf>r0=s=*z6~
zfXgudwwO>nx1CFk5n~xXax$&RrDhfQO`M1!t-t8QLDb<(3~7CuUluDk*^<d-R30@}
z5lc87{eBfC`7nRnZ>x)6OC~9QvH3fQ+YGpF>xf?o@Lp#Xt6qnSvJ35AKy8l0OVXll
zqE`jf$|#r-PvLNle!KyB*w9)b3Ns=<QHMh6IuuSDasL(&){IEhWJEOaj3`<nyc+pg
z@C46@L<a`9A)XPnkzh{%_@wOItQp+g`%o9Jw0S6f5j8=Km#Nj!kS*sxhl{A`DSbgz
zqa#Jsj3~^Oa^4aCS^pt79yW_rob@uB$udXq=^&2Bag@OaZBhpv!DnnzcNu)sCUuiZ
z1*q|-V~>r1%T}|^$NE<UC8zx*)RrRU6zP_*DO9JVS{nyPBA<bmF~!fM=YnX(aExWJ
z>m5ub%BXwkbSX5H5uCQ*6f>^0x=KM*Oe-;F5BHw?JQl~08dKO~H5|oXu*r2|aJwn&
zF)Xq|oF_n+i;m>ZF*$kWcHm7lcya~kH<9IyokHJMP{R?{QF0sQ&+T%M`JjSY7*EAx
z=4d3(jc{Up+N#CP{*h{H1tBn{4gqNrdG30Q<sY8HD-MSx7Bl-D)=&tc(z=TKQ+WLX
zKT&EPEc!_UjUr7^Gn##))Z{`KQ>6pcspj#{_}euppM74!JYHYjsR(tdoIM9<aLv&Q
zm)Qykzm}S^#-LsJbn1k;opUQwX>yEOKopjuyalHEIrn;yiD$-(DWaCtM5~F<a$bi;
zOwIMf<fdv2Rf<!Oh?+9FQh+ulSM4UP%Tzkv5Sz<Wxk>Bbn88hZ#mjnhUW}SbN<Cb$
zo+=-m7sDM>+zK+gMyVblma=gcO5^NJCKmcsSgoob?Al&W!oE@?u>YM?ADv1Y8-e~&
z&g+mr{kuWr_M%lBcplw*pQh><I#v;7=OL%PJJsypL>;Y&yPWeOx~!{<MCdfjX=uGx
z8`$^6m8TRi;2{cgs}Zz#8O9?8BtYbu#_#9g!V?hQfUF<*XjW%*m1$NP*qaOy#Vxoe
z0RHe@TNM+kqVu)9T&gvAcH`uorqRmQY5}DatJ9uNr+}YcS5V8-fOhI+<~4?~Bc_=s
z<uepS=a*TvpXOI4o^SzQF2T6oBx&N7lSLu``ZS2&n>xgT_f3;KI@Wb32k<kSF<tvu
z4aa*r>h@%K49ZD^=Z*#ZaX>Yvs@>r$&vaRZjOp}icQsrX)2$lgbxrr9^dg96*K^gN
zQQxQ&*c630S-$D!$R6rsMdXv|gljsj$f#!IK0Agn)uwX+uO=a$0MRdb#lm{+L9_?b
zTCu?UKZz>tHaY6@%4de4tUfb{?;J(Hb~FPX$hMmDcdZ@84TKq1vaU;~)4qW)!%`^_
z^Sy03)J$fLLF&hfI3gkH0hmViYPE)_8|YzHJl9rxh`LD}U>z3uTkb6vhC3|&hHZ))
zj##`YJ5=pW-{n$^(w$j)YP=lPEdoV3K%`=JiBi1+!PT-wsJX=_Gq~W>guH6;K&+q$
za(!^B_6?grJ_v6$_*8b3Y6U5m@~Y3EUq-1#tf{7zdDR(yB_X+4aI}ipAc(7p%(b@o
zD%-m?G_HWFoB42zn#_7e$|-3OWy|0~n^yq!Ts~-mS*Ak{!EA-dLV(?zrKeLc%XEN+
zuoWm-xUUr8F)1gY>SzK4>AH!xOWv1)Po`lIcaKeQYX(i9hE5NYF)Qcm{wB~&?{u}0
zf?FC&dDuT>CM`?uDo*jG@#<y&PhHi`hci^Kf<sfa%B#i1^%<1yQ`CsU8C)Z9V?!p%
ziP$Nan!N)k#Q+%79N|IbqbF4vRcWTI21=!OxC+J94BYc!S5Hc6In!?ST1rr$s-ceD
zwLtEL7OJt7w<HX{e4(0`elCfDdEqu_`oO6UZEvHFqnxGjb#Pm?u>3dKuf?~s|FRI3
zaJPDar9)+eNtS-TS{5m!pLg@Wr=UU2)n1d!<DVmzt7#~{yc%tO6{Us>?8*(Q3R8YG
z%VvYOqH18Sd#<D!rlgV_tWoCH@@gfjunvC8&-mQ4$Xus})3whqbIw5-Dxt|P^o5>+
z`y=U)fxoDyX;&pR!W_0<9j;Ky$`V?=GN95Wh>VV`>1}1zer5;HLm_X7YY_#nOxUP?
zMFXoMlVY3H9MrW2>R66hepMo!T_5MMQnP&|@F)}n1)|eCx&$$v{EK7!4$wTv68Fxc
z{X0+`_p)ZYsA@d4f1Aby2SvN$q=PU~lP0`2iyD`4m7`46UDc$Q@|Q)~wEpsW=^CrG
z%b!Fh>9onUZJ!A-TaKIpP?;?k;#LM4YnoRVM(LTTrlkoDVUz%57TYMFky0C;EkBz*
zi~n(wo7K@M83T<{?<mS?-6qiS<WV)R_)^Ns(rUJ!JF*9(L3+QUeUg+&*kjCZ>J996
zOJ#=4Hs>5uf5PM5tW1D_PoycZ)h)quXUpD;K1)EsX+^yfP$)(>S3l;ex{E=-!q--h
z^{b=6oVG0z8GONKiwlnET#mNL&bD~pWOq5I#$n$Zws>$3ixp_kI-<2v=1^RFHKW=2
zy!wgtQjWJ5%68@ss>|GYK_%<ODIctV2fI<C;EuM_DZV2dsm$>+XTJ9?2Yo5;x6Z06
zJ&yy)mbkzq`E9;<RT<eUea&N?)qTlu)zt}Hz>#hqi|!z5)dQ*}yQSu&>^))rIn<~p
zN`B{E$?Pir;I{fbp6!Aqly6bRx8GKKDpc!R2_5z=pjH(pPcNIGa!INHIb(YHxly5(
zgHcNVox?5ezpUvTe@jHzw6ZWb!(6*aXP7ICbO5@DBd<ahuVVDYGt3KG42D{X&(xga
zGbzDaVXmL$iw0A-r8pTN2iJ%GR=<->abw@oRcisT?0NAtK|8gO2|#5<v|wEVBo*Tl
zjhHqT%l>#R4cmnj^*!uVf%<;$X9_IeTc8<uhR`a}GaLn$uuZXz!JB-h*yM;V>1YbX
zth1UtxoRK>A#-xLbcz?QSd40=4vBMVb`e(w>)(Rtrf}t=Cu5=VManl0uFWzX9n_p;
zt}FEWIQV{Ta@RP8vX7U5M&o_HzcSwE`%Dxu8)fyPzmdyw@eUt~=hTNxLW^b&6=|va
zR4Hc3)DI_0rCDtR=gLOKT&@`EHVruhHFc$;y)Nvwx3aRSOrGg#7#*(V>x%|xuIp4`
z2K1b)yQV6pG7GhlWUdcpW4O0@s7R%3kx6m*${Mp-9p0S<n5rPBP6#-WI1666`V+lr
z0*kEnAg8NL=<-i~rKYl(+3U)wVC<+YM+#-0*(rtVdj*d^MQ%j5cA4CZY};VVLPD~j
z<Fd*_ilrcZnWC5CyNp%-<HxS1hz$jLX;Oo2<TA7l0l8ImbZzA%HhPlU6@vkx%;}4H
ztp0atp#B$9Ay3PBe(Fb?kJ7jbC^#`MQw*MGb!Ww`IanR@SUMMCo)30RSDlOad`>op
zDWRfE(k&_TFCZn)G3=BG8n7PyeF<xs)4Kt*0<?&6q!sO0Vozm4iM_@7{xy$FY}?GP
z{3yjT^D8uV6KYsGZ}OB}l`)Bmr?F{WqcB8Vy#+o>HlHw0E^f`P;t3?HQA|?|t$er&
z7+NKxx!X~AulO4)j!EZaG1=x*%O6E<M`V1GR=g6!D_~rW8jcpgNpvko3*cRr59(|q
zyzVP$w4Tr8%jX37)>0}ibB*2$%lBW3sPM8K+df#W!sKz59OSj{=KHl{BmvS0TXMVB
z<C2cl?sK4$Y<Shh%86?lXZzE9S$vhB9Fg@XKBKFzg5VXFrMJ)L(<|E@vGpA}*I~}`
zgvYyfYH|Tr@T6<F#e9ba-<VIHdaexk=Ym#n82Ab+<-L9f^_e?eHuYZ%xQ<~DA>t$y
z3HsUGSkU#gg8#8P4}ce)09cMlb4v(nXUoe#ej)*$YyJjk%(S9dTIA1?mWcETdw%xA
zhO422?{vyt1f{nli)s6_<-jTezurvlVz^QUl>)}onBbhohJz&W{m(RLy;{zi^bF&P
zaJ-3Pj6a7b&)6PcrIfLk)J2#`TPZM=lbq(;pMJfp4#TKce%eW06V)tYCw~h2+0WlC
zq-U%qvC>U6iT-`Y<Wit;k5#%QDP*EarCfQ%EjHbCe_42dF%6n+%nmMF7ww<H#vuz#
zv@#R%An*dq8{+!U)Z&&sJhE=tTbP^+csuPKqRU+%-nEm~ReK9oX#sgsyYk>y4hjPD
z{?f68wQ}^#{R*JfnWbWC1<z!nAr(Oje^?t{VGI0B)W&>V(UnWFuH-`xZ5Y1F;lT!~
zWvYF+S#ei#Z56{Dleguj1efwH77G^0I%WOJy|r@BQ4(bHi7WXQVD|zparkx6rM)A~
zHjXrRR{>4jzqh2`v1vA{3Yz%C+MA=kuhfj@sj4o#9_?Nz*Q#6#DSfnSpKDTx?{-{b
zv}=#RKg-QLf4g*&#6*5hntP$#t;2aR2WV#stK;e?q8S>ski2bOxdeV4un6ewu&{zx
zsXk~Qb(&Yx6)U>3)Q$_ekt`nT$}c)Dl$F07EeU~h_x~7bw-lJH)R&E<7|p4ET(~~o
zHBAve$^@Qv3;kUG6;oWckRo)1F<Z#KTjYrC&KwW2+`Tr(y^h$g9XWPmj{fZ-#np3#
z(5$+yYT^-#zPHe75vz%NEc&*;%HNo?>Y=F=VT+_k^+kkb#NxF5B32$`<KO%n^nmhD
z^pq9Qoal>Wg$j_<lc^VEF?km;^}LSQZ<%_HMZA-^h}~P&5!=g=`Zr8nj{Sx;am9$Q
z7E!iTxFfvC8rOU#IxnKgR4B5IK88ErRPzn~FiWY-?i|Z{j$C9OY3BMy5hFQ4*djlF
z_GMBl7`y~|L?IZ4BeWlLI?T}hHYfaAdIX5=@5l)unyez5rIo9bc*0^HNIDtlcq><K
zfj?Si2B*l3u1sdk=PtJ*yo)WTY3{{#6SG{-KnOFC&)9jDzI3g@Cgr0~u#I}xpW7hj
zR#=J<`4@BFo!=2Vn90>-Z1iI3Fl??n$sOWIZXlDBK@!q-aiyeH?NCf#wMDu7nx%GK
zOr6?cgxXa~#qxjFPvARud)HMlo)M!LQ>|{UjAro;E@5rN%iKGGdy?_U_snV)r&wmQ
zTIPtwT|#ROMFtZ%$_WlG=Kc4BjtPc2QXA?|t(ADjvK~o7nP_$gOq%v~aphAUF}3@2
zCNERVL7lp}y3(1ht~il$iL8KOOH7c&Lup}4WHr0*&u;|ti(qiUC0xx4I%0A6;~l>^
zPEcbBAJwSgm|&D6KRnlGmCN`YZV$!vaMcpuu&l3^(7_(AeBvu9%iCp%pCiTuQ?tP$
z3%Sc_9?H<um6?Wp1C|px?bs!x^mKhA#<Cs(X~#0jH8`_nZDradS2*S~E|`v=Ox{Nv
zW5I`)@bgKB9R-hfBshj5db=izzgfbQCG@DbtG;-$WWuA)#lrkqO{7tMT!)p9DWVK&
zq<1L|>FYX)UkB(UNkaLQp@o;SrwThkaW=u{C<ViPOLWbp?5LVfcygpMk^LltRd;#i
zQmMi~S3SJ=BISL(l(r2-!}#@5S*p4%^>fx#^T9}0Dxpkf@c5->!7;8cl8NyW?F~Rr
z3+5n>>lnRiDIW}8<tQ5aEH<}>3_mKFWl<c_GpPM=*9IKjmP+4UN-;mWu8F&j*qM%2
zn95d=15=+Bbh<YJElV04Wpw3MQ!eAyl17enrKceyF|tUxj3T?bi-qA!lD1^FZIxm&
zorqXwTP1?g9)I+lVCx`69{Jc8t~eqm5x0yV`@*j!o;FrRwU>{5bz?v$oDM2s<Pi9k
zfD6?D_;$E!39brA2_u%V1@P;j;5<hQ%w`M76B4jM2+bf@b7egXT(gXFOmWo~YnI7!
zu+pEy&*qjXt~5e9$>3wl%zvl3+9wmoBpNTGPKkwrGFI1PhTLDq&cE+N9Ipk0+(D7;
zs%N=u)r{rbt{N2C)KyGbIk^r{f6s9(6@?g(Z#f;F>$-@8*9@SPbzL89jsMKd<dHYY
ztjRoAQ&Ep4)It{XFoLZmC3s?&`}uOI*<-#dE}7`g;4aI}`wLy?gK)*c%Fi2sUdAO{
zjAQhu<$QQ+6e|}?j~e-rT*<Jd&;Yklagx@O8K}VuGiH^`gUw3@A6RaFzZx?g9HMnX
zuavH}=2@kixC&CjD_0ttv&rSAGixz~eabQ(E~of)DA*5KuY1%x0eT(UiVNv0ce;vD
z0n;^@n(ab@6f2|~LRXlD*1HBPB6Nl2e$3Stw?GPOvMa(FQeXu)R0Sl$d(YpDYwgxH
zmci9maQUq+!JYsx+6RY`IaW!n?nGW%l1>Dz1kqy!MO00e8z)urZg$lb-B`cQRG>BV
zlZzHUMxj)HD;6LVOjl(Zunon#&_NKKu!44cg98~WOk*on8N?W$fF^Bx1Xr`p%WZ<o
zCBoZzg<m<@U=#d}!G~;uha}h&0N&_Ga6J>0E-SMiF5CW{D><EC>#8oEv((2c=-(X}
zv_57fA5fQ$7}8;V0)ehl(WCaR+?r>lJ)}c?u+6TbwCaE>9n~;hsm$`bG4jLnlaIQf
zB0Zp4oos$e5t&jHTFE21LK5M9;LmR>^FvrhD;p8BQaaFjh8f~K0pM+p{5A(V5F`_n
zo~(CwpWd0N%MMp+D!&IEQQT(N$Mkl;D;*;H%Y3>5m87BFZZ<!FA&)YNWsLL5So4ni
zrv%zn*pdl{TsxF;j)D-V9UI%qS|+#Bwget>203p)raNs*9B1$m+Y)%X*|J0cc$cFk
zwp*4cYz>NnDD*eHhVg=BJzYsdf5Y18Qz;9>z7;*;q#A#?o{QA0WJOG|%It93RasF|
zkTM8<e1ri0zH(Z06~EQIiv1Wa5uQi>Cfmo|s<mz{YFjdMBa)m9D--L8-|t9Z54%$C
zy-OCcr!YqAwTgCpj=H#t_MLKtD?M1nuV{2X9}8j@6MQTt_#j*R19J3b^6}yqsBb;n
zyo$0m6GicCv&GZ<)ha*7AGT}T2`NwcjmGuDiurHMAOL&Bk-<S`F!P-2bMcb3dcKPC
zop%*dp0iR<D9aD7jJPh4JT*1@!{sr{+`@d9-dq6Fv}la1XPQ=<nQytK32TRY1f2iG
zU&~`W94)?@A8cC9e!;d9uz0+<$#8I%G1f+B(;A4ntEGqIS5sJaEjucj1@i`o{5_Z^
zUUeN4U#;e8>uPiKH5USQc6L<Ygd=r4Z*4WC<*&QG6jPy;^(ND5I&$4r1Qki@HlFs6
z|1at$tGU)keJ$%bezl*2{s^WWFO$y}rx<;FHGA{8BlxuK%_j_gu$tSJ2R>!8(}!L9
zDJBu#87-RZ4YuBQ)e-5}NE@bJL!}?M%8Jx$WN(#{mQQhIG!Hz0b4AHDwE8&;=^8WJ
zBg}C{Q6Fa3EVx7VX!Y^-@oe-7Yq&?NEfL<7Yy23Vx0U{yv+RoFGuDW#s|0%jz!#(=
ztX?_IJoL)w!@Lx#YAOwXju!6hGt6eEvm9DOG0)MF;djvU<i$MxnO+K(0a9gX>9D_D
zW5mWaG`BZajMmWpzg^43FOI1$%Ms>GahkI@u|}Ro75KHXAY}!JZ|$pe5ziR#Xbp#H
z#IFSi^Vi{uW1+&ntW~Jcd3_}^u9aR$yOv(P!YCsxtu|4TKVIu+ziYu1pBJaNmcMp=
zFG{cF=bYD4vwvN~@a(yj!V{3<FRo4vS$f^IT%GDVO1~a#-3!e|ec!s8h;KN>S8FFJ
zS}r{C<0SlsBdcqY6~D9<s<|ee)#Aj=wG=rD1!yhRQM8gc$tl@Q_Gfo1cyd0(CAOaG
zFon=^C}J}!VXigflW8XvypJx`2uO!}@#u)epA0@_b3EmUy<_bl<e;s=T0`+SCwQ`!
zDuf`nCyoj3I&!?lp2K~XHX`#n>ACdlXtb&o7wOko^~alLouB9K2UF(McnBs-dvsrg
zUD_>CmXnoSXMUz>4N=ErI!{2l2h6Q8gX^#3+Erg-F~=IXlbgd%;#)?1y^iYb(z1)M
z9i=^TBy*q1bPd(M7PDE*^mP;(rp1ftOlFEdnJ2;2r<AotpWUs};V|tlv2`84g0#*&
z=h5mbVk2iCknSmyIk!$eE3MdMPBWP)6n6k*<ZMRvwEwUw&(`sMhG&i<pF1*o!i;1T
z-+?HDG-9;NMW1}ERTo)*vAm^c{KX#fr7BH>Mq`O=?Z+qr87bRg)Vg%|m}JECBG`oQ
zumV^fFR`h(()^2AFAZFV7tEaC|Jd`HrZOkd@E4xXG?ZWj)w}tdAI;tj`{oxOQ6QoM
zRPY3-@XC?q3#KXWkdMirC5X9FmNwHzE+vi2prxXs8PPY+WM!xMbNe^goS9LJM|43}
zWAiU&n#|fo1#g#0Jp$lw*n<}&SoxE>oxqm%pUi9;75alqV``F}^D7ql_b=Qz|LrId
zr$38p9~{-hQ536Xl*=oz*D>#ymO<0#ZgwpOXL*$K7_(<yZ#(c~i(^Xa_X!rHt+<^q
zUIu(i;y+=|$f(s)5HrV0Dax+5DOy20;q3r)vJlw|<B*R;H(t-ZFyaRRtYn}u=h4ge
zFQ#?D$sURLc0G5!h^FC?IgUCz@Do%k6s<w{#pE86{Ho>CYU5obDRB0B+MQ1;ErWQ1
z%?y7wA@pN}_Aj1ElGv^5&DBM;;);yt`5{=PK|8dmH~=KU=hk!cZw2)P@c_ZDkO|)T
z-y#s9#Qw9M=hwJ$Ww8ptYL2XM_S0hJD~~!23)kx6NTK%u%%0Vx;0Ucee&u3FCezPH
z2DAE%vE@x>CCW>%HvsImU4)oMmgJ_UbP;}?B!^PBVp?AXK|L&NZ<B`{y&bV(j<gJ>
zB`+_^*pGLMqsCyz))F|^q}C<S?9Y_~5q7fFQ&fVj7qRn?)mVc<OKP3)qLPKxeg$W_
zJDGoSNv#0=wjE{qYDq0z{L0$Q^0!F}c3vW9bOA4!Sm6#XNUS#io06UPma(r)UeJ8y
zC^wZOORr=p!;49hFUz3c&b2}IZP_<a_p(}1)V;aSQ3<lpt$#rBRatG3sLY6p8|X+m
zZ4v62h45tA;OE^ml8I==*ybC!7&dprrlmn`wd`b6)EbF_oS^Rp8dDKXSYO8k=^W|c
zXer9#dpfNmL1!V$o40|^MS{*erZb0Xyak=o%`riQ&r(oyC9NQZZ$N@QoM6WWDp*OI
zf=VaZ&GBcKk=b2k>?NDsB}Xg{-ZTTd%qbAXUD+s&`|k!yjKUb}U&jPEd+N}BWC&ol
zp$e4EvymgiV5Ow0R#fEJC<pS{=*M6Udpke**j=cq^%hk)@6R^UplaGg@tMSWvTgKp
zTQ-Z><j_eU*&EKd5&i|IYk_oDVQk@;F1uCbvQzm22;4guN+ED4-ZZrWC5!%!2|jTo
zi8xYLb8^gz+9iu*(^VM#uZ%%}?P}FSqQzpVi~2K^wrUj}jnVR2VRkk8Ek?^PerEnZ
zO?GP;&6+i>VaYz$e%D6xNUZi+5xZEMpZsa(Vt@X{;6$5hqQrUwu(_>zmrWjNQxMBL
zrIuT~#nV7moSV0f!t*#%&B^|>UZ<5zSJgp>m5=4++C=&5V$ht6TBg*B;eZUKgg^22
zmt9)V)zz%nGcxbWo2Y+1Z9HPnSXj>|oBaHV^W#=;(3-KWHgPpXa5M*Of%gR!r;()a
zft$FX4s=XV(2-a^_Mz;^C9`CW;E1IxaN#Bz(n$LZTlbRLd`g!d%+fX1mSUk+X1Qk*
z-EXX|Q1)<^^ZogRGoKrby=wEh>WD>T*k)Qk5ww{@jBch4&9q!X*(|$^0J%jRsT2<I
z(U|61Em2^ztiyRWla`>B6nUgPB_}n>re&J&YG?{tl%UNM)g?-+ve|C`8_?X=T6)@^
zfa2Y=HA?NJ7FuIbg_X$(RFct4F)od5H}eBlo4MkB;fO76wVgRQ{QUQ<+2G9_etxiH
zf)b8QaYj{+PONnT=`>IcrUGARHN|q4x_C3q`$8)#7Bk-kv@H)jw_zXl{y{h`HTzPV
zDGo8~eLmLhEY>wF!jr^4R%d}fSB%9`K*cT2<S(1+Uyj%^7S}#FOgN|zDqXTIJjhH&
z#|xq02gt>7SBFNl6w{Qk*(A;Tz0o1hZm)$>rF=orN+Bs)%eTe$T2^{A2qR4Z%Asyr
z`QS2ANMR61Pnd%;chri>UIPofQm1NLtUeJ>!FAL|qJm1razj`W=T_hn+@2G(-oiDq
zwZwV@uobzBAI8}4w($520lzK60oX`K!sVH;@71ahl7y#s!CVHbx0V@~ZlO$FwZ^ER
zQtBdqZ7b2%uG(hhh{UP~Y`c*1l@`x~8SxcHu?HN}R%WJmIG-Cf(;Lh*AfKrBjjC{M
zl@%;#D>te^TV;g}NKnO*E^ZK6#kk@QU;iQLM)knJB3w$<3T(Aqo1I;YZyt_J`fm?d
zqkzl|N8x&vhLigZ@U^&|dTM2Pd=SgpRo_ardTQ%Mb=EE~#3pfaG?(g*jBSf2*{rU!
zt;Bi*u+@`L{}D**u`HYV_m0AAI8v|1)L%76yb52@?jlw*>*YSy*tHm>rJ>7xP-D0C
z(aMSCOn3>Ms{q1reYKO~H`e;l)`d0uX?UWJm004>FqRqKW9%)P;VotufQ?JSP~Rq<
z8?ud^8?sG0Hy{BH@j6uAn#@oJGWRhIr3-^F*{?B3ixx##bfImuZID)96q2HGgDQWN
zmeFi8SR15>cnQ&Bw%LVX3MG!vQk&u5X?W}<W*apfs%>+%#aE1bT3gu6H1oW!d98oy
z(KdhkFZh#%{9X%BX~|))$F|KJ+oM(cFSpU`@3q#hzKrYrUPKz}pZr9y3e@=rxZ=wn
z@ETnV+amuvp=}Ga&0Mn%8+r<po4AdO(nLpWT^@yH9gePLJttVRjph%B@HLJJ>Ny&^
zHXFLtkJ=D=8m&c8>JeHSs$3nD&OfM6b(E9iBeX5zmCS(()zDmc9~*{j#!W)5QCdr?
zTSF`E`NN+|L#C4MSK2WhmjaL1!u<VX^48aic>|D*l9ZSdztW>?K;jufjInUw!%7e+
zy0IgX227;ESd4d@|7sOHI)>Zoc)LS3>*3?H9!g^=Pia7fYlGN7<Ft#S@2?bD8V&vB
z+L~&r6R-}1V;(Zs2EY0oE`8IC2~GQzS{^fOLX(+L0J3=!LK~zeVx3KBoulXkM?y`R
z(ECRhUr*MW(}Vh21fFupHq+{=NGpLSJfyZ~{IzXK8K-D>NHo+U%#u?zU7^|y;iLdm
zE6E9~9*NCi^fVON3e94g?bK~+vSJ>8fuFx8rIeC*QEWTcYy4UX!u%6_;YbQMI;}<<
z?+~UT@X_euOjPM|Gqq}X@5ItVG~G@sXKFF{m90gi?S5WpZAQ-0a8tKGgL`i`N6g0b
zU-Xt}ZveVYhzzKq%wY7C?O5#y3KvrxMdN<2HLbDUj#Mxdwscv)onP%+@0g&SBg59r
za9}~a1Q9%6`%*z@2*{#}tw40feDqEiSlU^CW*w-^&)N+ISF5d@Uu`#I7HFD6JwDfp
zdjp^ynU=`3L$<H!c1T)Sdra(%+7bZnMBX%dKT(FUC3bKmjS`O7&W?;aFr%(}gY4c0
zubz6yvlL5@Gk!!{+=@jv-$4(SXkD?gW~t$Avcu1DT|@8?eNYzaHyFvXjE614mutBA
zI#P=j16e@d9W-;9b_VMJl1G4mZe0InF?QMx9!nv%fJ0_qy)Ud{3y|Z`&F<hP1+#I>
zNCCpTI}-0o*-mJM-%U=NimNhn^%AJbDQVbhEi(nLMu&1qidD{&r!!iXEyI$hpbJ|u
z2UxXQTPu{EvN_t`S#y~a*Jxo1UG9v^c;4Sa-!Q=}xbST~2C|bI{|q~=YTymP_Ou9o
zE6VNU$3S-SdQd5e4V3$>Bex#x)b}$tIr|>JUW=tqyQ3Q@Vq)l!$Hc&QNO$xF&1h41
zKVnBVXkW-d5`FeH;GmU>@NbVre^#Q|PCxheVRCbJ^3x$UxfzbwzSdkW2Q^L`+(>Mb
zrW2cX(uK6ax$r9+g#h9G92xdzhBDre970Hjowwrk=j-1p)x=-ymC#-&i%qwpW3Ihb
z%PA6f(xXE`#i&y+Et84kKdBUY)(ZrmHO9Kc!>w9zYWl0zM7-Te8-LXrCr`KQqmL$p
z;ZwowT3%Ng{Dsj3J|=9}&RZZ$R+zsj2C^wi?V@ZKv7@?+{akF96Lt{K_)hM`W_W{L
zvbNXR#alr5br3$-(G&yN6z`9*-QEqA%kS2ziT*6L_bytsTdOU4?~(@YX%SJ{CTp8X
z_I=-()%KubiWv-^vdgT#PkSiD6i4(>Cb)^g>urMTCDt1t`Fk$NXBc~O7e($*mPK(C
zizCJk1I6#Sj>`S+4M)%^W=L>Hi?_S@HKbj%@CX{1S5hF3lsp)QVj6u^OB9)QTh`Rm
z?dGaHa!6_Fx<|`O{eIJ)h;+N96<+vT;Ya3GMy6Cs(70h}s7pwwHvl?<X*JqS5#L}(
zX*bu;dX8dowAg{yaEsS?F;HeE`tGI+CqSgHl%VvYd!tc22b|RKtn@4i(Wd#B9HB8M
zwVdYLQ`R7O8fV!HACvfV3^UoXTQ-eMWCIfkK#pZ1XIYIuY$AU+N*(7&1aYy>YIqN6
zk1W0a?xs6uu}}9e6M0E}Ccz`a&!M(t*~1Or9&^lj4bP8f*dv|r(qDB%(X-YN%I)En
zZx7d=QWEP8z)rH1?`7xQU=KT?fumR)8+LHQ1X*w7D)XSrm}U&#!>gTpNJ+#JY=0?A
z=|hXBgM^k6?_P9q2Zhj{E80{la|LU*bM|n1x5r#}1@mq(gZ1pQ$Il&8L*yY~v5jrC
zX%C+R-Q)<K#vVD(*fTb(Gt4SL@N^n`U7ICdGWPi%YIs9iCZ0QDXE<753b!2cOo@Du
zas5rS64~}jXJ*<<MQ&l4DAQicQ{MD@{aDQkp*dNDa?o$jVG=yZm>?=}vNC(A-EBxI
zBa?Xok|8pI<=|$FZM2si+(=@T^i<$ym^w={G+(lR=)<s{d%1t;=_qopBehvfO<wt_
z*co>iSKUJ^`x6VCg$sQ5(LBy#fz$n|%`<<!uOaU7cDzh!y`;3){P>}Un|50q(YVTK
zF}lc-&)SU6N~||P^3RrcdBIt{-b>lCp!L|x!|WH1!WTGlo0r6G!=Iw$eL{)r(OPBM
zho^b9ve@E@SdCFo#(jPsTSQ}?X{VJ)#+KWMV7A(ArJN%cw?RNkNnmUfoT0<2htfo1
zvC-aUH5N!S&riim=lvMfYafrna1Y5Lcbw{XsDg`_i6<V5m5pCwV{SgnnzN5izSQ#I
zGPEVjJJX-Z@(`L*8KX@Z*s$Fz?KcdkECXoUfRlT4!>Gk8Z8$x7t&xJWnU+2QGH|xl
zVtASJJ8v^Q?}%N=yO3`f`*I&|8NYPI;xL~BPh2;$CPt+_x|fc9l{{opAN@;_bH7#3
z)NK3h@n)o==b<pK9!gadJ(tLacx>G<zQE@sjr$r}<kCN<8Oij`v{%#PL?tOjRM<}y
zbiKNX4|^5sFDtFbKkZt3X3=s#zu&Z<Crr&4j3*nc%9lp(A_lO`KKuDt6n-5v`Nfgx
z8fIEk)dz_MEas>E^g`9!i=Xz(CV#fSQl<$)ofNT~!Q1zn;DJzZ+a=l?fZkwJxWed*
zHie54j7|4ad#p9vG<sJ&8JcY$>cnfC!)wRPvFqUAE%TkX`eE%riuvRKC3^H$sA=5}
zqcCMX;OCSr=5Vk6qk@-uB{=ecSuUj>FHqMkv^M~~)t<M0&gcZ3Yq#S4CrB_JU@36a
z_5<DumGb%_*#Buf72VG<^Ish~Y+(*E_{y-fdOh65ld|R?ppbNW5mYouWUfDv9p->^
zdK(3ek_7KOV0tp>$uY%YA_3@~+_T{(xI|yZ;<5F9>19XoF4?o;Nt!_yu^RD)Y8}?H
z;K$MekFuDj!8!d3#G_oBMc)M@SSXS4pgAY2UQ$7mGw3wT9*{qV2M*rD(PnF2H#ocg
zIc_*hIh77l*e7}{!cs{w6%YD(Z=X5u6Fp5b#HX^rYD;{z8WD4LUVWJ`C+F2S2&JV=
zi5>Ee=b)&(*D-`;4>-uI2lx<YF385Q16aw-XCCCm{+T{N$R&ulSV$j(g)oWOj98$B
z^#wS#W2uKsLN99{T<O?njkF4re4g%7X$03^6`^aBBlK!`OGfH_#nzi<M(7#o&VB@W
zn-!sFR<5wrOVlwD`KCLgq>wK+<SL?%5Xlem%T0&qToHYm_~?+Vp_lyabCi3y?1%UX
zr$gLlXO>t@jeGwEvFNi?@y2+?Lvr*`_K@6f6lEPn9+RH4j)!);iS2rM=%iV3JwdeL
z)Sn-s>&5l*;&V>j;*g)iey46HHTnL8Il6?NQV~Nr)u2P>p_2L%MGSIGc7l1#WAJR7
z$83r924r!P$6-4dyY&!{F1Jc7*0QqQ1?MSUL>PsZ(?1uNU`FfR-9t3JoZeQP^TCSV
z`_PZSbH$ulULPrf4_mg<#9_PJDoW#8=^s<q3MjgQR{x_F6K@aE>icNZ<joFGwBCm1
zRMe-49Go(%FXd{gP+f0leT$|C)pd<>eWtHRHS)<we55TDpB<J@?$YYV(6#)#Z=NTR
zFJI|uA*G6@hdHKWQwj0D^|$^xY(0IY&lmj}-1{(X>5ja5ORy&ZeEyxIW1hm%v5l~&
zvAn#VlU7#M>xrLP#N5MFsG8mv6~<B*$8c8v4fEnM^6U5a<tNO|oKoy!{I7@264mu@
z6l)=w6I_0Q1Y>q+BSfNvC>NL{egN>!f|-)^p_fBAgyq}AJdZrgbYD4w6Pd1(X;Pw&
z_jQjj+jKNHSTE)Y5R9tk&>&r8kJpIThbxt(l!`~_O}yUQI&cFi7=t~0g9#r(@8nRF
zRua+th?%~QK1acNo6M-(5kCfh@#tls#P-FWo;5tf2^&cB20*Vf*-4jmJ2v4oN7xOU
z<`zpN#V6BUw5z+ml3E4n#XSKcZ#vS%(P3+h)3A{~Rk<n^yL5yyG}fn~jgTD9`*XNW
z7-nasieKnGX+|@>D*YObCK|D@!eHlrkC?TZ>bUfUgEf|+1Jd4M{#h8D0WA~^K&@PQ
zac=<fF4L!vbszsyG&c-p3c%fC{`6@ma29jyBUre=obNkwzs=l-v_gQz!BQ!$|53YA
zSFkE|MH=}z*!AbU``}xW^7t^s%=U$zSHW=CB2Sk*x(kt&%73A6<;q;CwZ4NYdG+F$
zjrR7UbsxP$8%Zfs>f!W51tlvMv?Zkgv5#%)-BSCgpK-)Jv0eX?t@->Y7xCv3j2u5s
ztAEfNJ!HZ^bwI@Q3u*NTG$&yBDb4JtH^K%+tt@(F>Yq*zHKRM}B^0`zUXL(Wch<Km
zlq!>6S5{SemI->vXp4<F!RX9-m~4nh&0?!e@mT<W^_5QaO;(?0CP}#R@?F~!m0jn6
z?iqXN4e77!0RG$qN?{O`MK4C%3+Z9vHCT>v<F&fe$%82J8+|=($_4x7?y28b&c4T?
zz*!RmDqPT3&Ky!uk5}ls;y9R%{%T3Mj^kz4;fiOy^~NIdn0%1-81?F-mlfrX$^NtS
zF+cYz^s0}3TqGQ`8hh#*fvWXyU;VUbBGKLev_SCBWI;1&brC2~?MhHy>hUQYUz(PE
zs`IS{s#_GKUY`!mK=X^Db_NJYPUCv(9~{b6NV$oK-g3(oV~93lr&LF5J4P)A>Gkm|
zRp0Edda(I=klt1iml=Him^pfg9xNzF38=K0nv{S_vE!2=sBlT!T-2kq{IskzKJ}lH
zJQd~tL2pEL%i#MjKj=`o3{(!t#^tDTFsm$2JV532RPj4Kh^7wHt79OiR6#3I;W)X6
z>x~f)DzOTxYT4s{cGu12!*#^}Z^__h$4&1D9bwCxNwhZrZKxDEKG_sy0Hgch=FVO<
zH=V422D&V16+!3S)g_$Aw(_SIk?>{e>{<p~ig3~()R7n3h@`GaPdmowHL;2)DQ!P)
z`6CB49g9Kwb}1ES2x6j8>GSjrO>GU`%vWReI0fT6D}j0uq~&mR^aLFnfuq0ET_*k)
z7bGt-&#nGe@k*Xk=}~PM@bz)-I$pE-0nijwtFqpkl2?Q8tgyBs{qM4n1i)}m-J!sF
zm?duhe1mzB%q{YF3Y((W6_G5a{O^A5`q*4NMW3J`{+0z+6Yy2?nmJw1qnHz?>qQlj
zAXB2T$rNjsJj{`#?0&!Vu(Y3}>@<=I=7$nH{dd{ni|LNov{ZGrzJ^Z5gLS?+`T?=g
z5th!8^~bcMyiu6mq(M~t#dGxrm>bC~FaJ*Ye$rzFe&?zo#VBii=zsVpeXkHF<aqhb
z@3du}eof$40`fJm35u)?$cW*qb@T+k79h;uc$p?CMs_N(08LW)6MWI(1Z`fR=MbeG
z@tGa9&p?eA>h%#-dG$iQwyVPl_$Oogb|<J=iQsTgYwOSVy9U|Vzqn6`r&1Q_bwq#G
zv-b&lu}Ci@dY`b$inphKs!vqvIv_X;$qQYrm*`P+b}<$)W^mdmC#cR6eZ83Cm^KHu
zjA9dm*Pr0!i}ezWYqj1l^h}e&j8t-ySDazgNn8n>hf@<LCCU?^PA)b>05t>|v?{3F
zTLLv~?5@xa-VJ?wLJk>2z{)C|w0eb}jt?EJS)peTuQ-<%{-pCz%9Z*Bbc=&JTSLf`
zlzx@|H-2Sh3c%*2N00PL3J%Cw*b*nH)<1e?{5oOt!RdXKMhvZYk`Kq%lTh*E1QqIp
zMq|oav@Jau()}cbt<$rM?vBz5INBl)+XBJoJ#=oJUK^uxsoAuX)ZiDrfS4v_DMS~)
zLV-Q~i#{K{u0(7&Nk6aG=ZFmw;iZ#)#iuYk6J4(a|8bI?`3I{O01lU>TkhSzVEogQ
z?AE6eFX$wNegn4sH@f3R>Qk~tr8q^8eiC^^ic`{d0V0byvMt1HW&b|<upUB3w&Oo@
z*9FCha;M~;gzJ<&tV=-=oAs3R`({0xC?&J-7RR?FHKeFY_se2L{AP!qhPrOi2Z$!D
zS%XuQZmYgnG;mB-Or?YkL32efWN2M3K1D0m1eFv$Bp5dZ@Ai?!yt5#dHsKUIeu4ye
z0+hf;men{1l<=a=Q?8Etcw#%21#UWp5H@->v55tm{;W#T#U1)lab9AzGd^>)q-<N!
zMUUK}tCM%>E5#X^*c*_zw92<+Uvf^*Px0lC=MpT;Q*?ijo?%j`(FJ!X=Z-=JNc9IV
zwx*)vKcI&X5LecbTq!0ub1zo15Gm3UQ|1pUv=8HwGAyR#AAXK1PfPacr!X#%*hYWQ
z;{Ey!)GI4XZveIeGr+J|f_whKH;j5puu_s{4QKCQL?8i^Yyx=I$RZFREz*%dc_tul
zz`;9BF%Ga~>06+-)#{8)ReHj4cS;IBf(hdm7QE4)QYCZR5xt_o7{E%YowZXoJVE!5
z>*LK?$MjsuQ1>LmfTWe}fzWFv@Zt|1BD`?SCrWm#BK>Ju<x-#Kjy3gZ+4ctruA)xp
znxVHSd7AGdpQihN=*>k@iS-0vt2!D6!#=BFhG$dKKc_L0NZ@>%oTi><^x~ok%W8Pq
z&%M#+lQZbmM8DHCccq%!g|E_ztH}GOzKZgn)3>MW^)AW#^M7y7>EF60SRXRBA7^D`
zA0f2<DarZ2UZ-ipc|Bb8l9?+FY1$ODL}f1MBv!I|OHb453z!}(WwQjRS3{MjJ&rK;
zz-eA;I^dI5XqKL7z*GMR>0;|us?#Vop-x;({ixarH6r8dB-D<Ity?=T-g<S;dO*=1
z5mP6wawI;<=PUg`RjMCXISQYOe3&Y>Ud_*<YUA6d13vut|9z&`%XA^lCgy4Td0x6d
z7A@c%X`ul(Z2vXXl#f2*xAgoe1*+zI`O+Wt&L+;E-`OSb^8hybd*cKGoSou~`hTFr
zfFz#xQzGf3fVZtj0sZ*~TIEBRzEkGIPw%XeyTE|J!u4K>57Yg>m1&YZ)5tQPBvbj?
z=M7(VDLEU%kXfsg8rbqxenQh9bcUDTgJ|x2OywF<zPVV=2<Q)^xnYs9u)=TZ$?3vn
zy@`T=B9NdKIKvGFjYvcfH#kwxg*TC;u)MVLCuH|JQNM#hv&^pg8Pj`JFQnit5*u=Q
zJ|JZ;=#vq%RzljIk<9@jOj`(VUWiXJYN#!n1H`M9*zaxazn9nn0oXb!8nSoq1~eRr
z3gOsLM8`(gO^E!gUTo!rn$ZmtBCD1x70^%wAZkR`j;s+`r$~6X^;qt^W@7*vod9G^
zT;<A9wJoIeK5o)hBmfv$Cq4!W0BAjp`Dv1}5&*0kS-VnnBwC)@aR3%g3LN0iqiXG_
z`cZZ2L?y(=Ma9&yUfr~GD3&yZe}eZqSp19sH?T(BXOWE}>r{)zyT1_$?~)Y?x6+mP
z?{x315fKg`bvu9n_lu+_2h6uiQNsm+%~k+^pLYUUi~v-ChyG_U)Ebb~OaC+a9bNX+
z{|pZB)_;Nr$ddOT9{bN!TwLFk9O<?H8T=of3m+go_dlog_g+bWleDP~2eaRN&1!%@
zd|vynvN50``f0~X_5V+u8t|W$%D;;Ihll=)78(<O@B9}q4*Z=f)&H(emE;F&=R3BY
zbyXU-N@<AgYuR}2v>VTz66^_RJnK0QG2^YCU<l&9NeQ>k(2AS7^{SH9RC})bH`NU&
z$1VK?B62@kiH;@&p%iZGSMh5Nez7atY%v=Cw~zE6a0y8wa{kG)`J6sP#ijOSp(+C^
z{mE0gN<KjUWe_pq9(E4CWJJq9DcOCj>a_GBMlb)cH*3JXnG8^X-b|x&_px9&k|hlL
zlj=UuON(Jrf_Lbje!WjKtk3Ml0V2#<T{P>tu2YjodMwp{2o(_S)8e_{PwMhFM&b7!
z>f7*#Bs-L<t;WnBXDuwmZky+B-^UJX^bs(K{CLIYc*Xaz&sv-fNq&|$qR;XQ#Ybmt
zv2EAsMMdiqG;5u`!Y}y@c!s64{AcByBllVQ`<Y%+<mMzfXwxsSS--uwG3_I<P((8}
z>a3;u1rg=L_BCx6i8hS*99sd_g3ISV#HJ0{CLhWl2c2d24Dx+ExDm;*!eY>+mwKd_
z$FSLFsroA{v&{Cvwr^q*&o}AiND|2U8plHpGJNk@n)VvAgS`yjMftWsYQBH<>Eb3M
zuAQY8$&AtBnh){MRv_dHsln%@5rh>L0%u4BjXQuL#jdk{PVJytv4Q%E91PBSj*pXM
zm0%oEuCtx>8@?TT8}iJ!Zw%z3!HN+tYMkTv)92{5Vtj^E6;>{|r~KOvpQi0t^q1$P
zrYNmakILu#^yp$Q;QhehA-2*(eB$!$fjAkL>1RgFwKbjVLzLdjns(g_P37vv^<blg
zILz?<=csFlQ4PgV>bHlc?}I=?HHL}XjJSS|wy8#2ltmk{?|{#e>Un9&<mY)ID*1U?
z0{4)9$fr~;Mr1$Fr=qg^5E%}$Qne04smp(0Ybdi}v=lWN9(|q`8%A{z&G0HT;s~aP
zRouoV(SZ?d&Qrcn<Dh8cL%cenFA~G~<529NTg$#feIN6k(yg<19mGNg%sbB$#(5Ip
zsdC=W<b7l#XVsvMr=gu((u8&%8j!*Wny|A+v^Xlos0Wcwu4s-*VWgw)QW!bK!Skf7
zM9_YJiT&t73S*DB%emh?PZv`fdj)<itj8bQpO+GZc0t-U_yTjmuLY(o7nlnDe!<#d
z$et{X$ibfi@*L>cRQKa%P8I`jQYmj*BaD}6<79?vjSDuZ$h1ZV8u?ptH$|m2(u*1w
zEa!Tw;d7Fa_h6N>7}z0P86sSCG_7$+bYd~>d}5lUH-=OBRE9=P(;Fj1J4Z1?Y|<lS
zVrr3ymekti6hBBfE)!o$l)U-)q*%<ju&cmr7%I|;pC!%{pxsbM8w|!tK7+(DDMLGK
zD>^bO9nEB9qY;^n!s0NCJK#_DhxJ(up@{pi_hv+RxL_8@YE)FjZKf0e9;WgUX5*st
zqk2&uc@pYH%Z#1?@NjEYn!dXUmrf~RWD>a~s!0IqN584d$nyU4mdMzuQ897#@ML}6
zYSHy-CRC296xk@DO1;=hb)(~A6QUZ%$Hij7BRVn$!|d=0JKk0j)ue8e<+kn`P?DDg
z{&!ORhkGN7T2tu%odh15RK7^TchD&Z5FX*^zaOmqq6(CCun|OEa~QFr3v6q>uzQjE
zRWQ=O`w&D%P9vY_AZ>}6W9NHlm8|%+lRw3F)1jQk2{G!Td}-Hpk<0wZbu_n{5n+A%
zjw-~V%#O)zY!t(#1aDiQk`(>Xc9~tu4qkYXE9ydaZ~%CW<zR7up?fZJpSZ^nI@Xc&
zD6Y7&sXS)AbN?#8;iBsKjcVc{OTBxM;){U(ANh@NahFxT<*)L1RR(1P|KilOkkOvv
za~ZJ;c3huey;Hkn8)1%RgpwAZ9UGxUA>(JEU6S=bK;i^@;S(DnkRkG1Vk6{{U{3&e
zqTG9_&d@5C*a%e|p_3eqFh0--V~W5C7bDPrbz`ZWE?GvXF7P||B-&wcO5!pyFBdU9
z3gTZ&ZAV-((-$?GDq;kqJ^tt^Hn-)BUTky2uY>5RlG`DM?z6e!*Mic#S04^I={=Xp
zlZ}-0RY|zwF{i&TS)`{fCDB3~rHnk{zO<6KbBRL#MOQeil<^jQX1CX{xpCQCUE07}
zt#Mg;=#D>&nKp|;jLvtNvK2<ydx^E=J$Z{$xOm>o5>@Ro`=pxu>IslETl&Q67fUJz
zdhPN?cUSkzR-tJ*NtxtU@`x^%ts005$>}@dV-oAnHN6#$R0^W&%FISxHsd0VFBCC~
z^$tM)Wb2KC<d$knFLTLSD#2J5`aH-OfyfN<;{jXm1HO;lgAF+ZUL4GdW~EDCqqXQ#
z#R#TvOQN_u<%AEV!s*|A4WgP=&}2MhjqdsDzd)rHr;}%+t~HIK^k9L}nyU|j?1mb-
zMQEb=sH%a$a-oTq8^pcK)ZArclt(?RRWS=wAdyKFcn6uG89!RfVAj{_iERDq@4hb6
zjZZCmC+eWl^<!)&ZtrcRriw8rDhQlwCF+()8)7ir>?RW-#A`mck;!aY(@+%!fpaa$
zm_&1QECz7+A4@Y}@`o9Vtf0Bp*X6cO%Y7dkdtg{Z$+bQnvQ;|d``F&ghMnVuM!(fI
zdRc*Rfz%!++O0=6dYHpVL)+>YI?bqqrs%OuD;^|LVhY$p1`z+Vvk^`W>!X#mS|E|?
zitHmjSIp-1jDd>qT#+V3lJlvIg`x<5E`+0k*08S7yRUj`<3|xMzoG~$nJ@s0dG|3x
z8a7^h8mKDI@W^&^W@964ave0AJy~k^D|EL7noazBC=G0E6cXK~2v655ex>&p^J!xk
zRZNn}v~l<<cSNR9#kNKfvqe(_H?+pdq<Cc{a|UCPSj#!AwDn%;`&ct0213VK?IW!A
z5#P6FnT!usT7TiD;ys5BEsO@@1xtS_^{+3UN(tUa{#tL6Wi|`J;CbmmE8{B)A7{jg
z)K{g!Q(QH-w6e-<imS5e2uQq{tDq=)m19O<W&4Lquy}NZ{>%>h*S2I?&lJkgwz2O%
z-ui^?pE-wZf7#3(ZDSbJy9Mmu>niWnUS<2wX=9WXJ!EP`U+t9Bz*_}hCjXeucQ$g-
z+onbcjcRAKW%Ws_uT8jW`(Uc&gK6AZy=`aA5)*uK2IPSseu3gvv}jxZ)xM7_^1=@%
z*c89n`v2zpxGf)-^r!i_q-UiToeeLm{*u!?ze?#k8;!+tnMORhiU?pvA<NeHu^0R3
zQ&gZ-*UU#<3`9Fkbxjs&U{Vz}7Gg_UelBv2O<F{L^*jNgBn{?X*{9T%P=tCOTLR@f
z-VwR)UDG@)!ly1;JP-A1VMJr!)yhokdF@>lji`budhKhYjOZ!lDPPm^BCt53h^OGP
zA}!vfr>~L2*(XcHB%g@MveXj*U$WWD_B5u8Nj_oAi=lxrnd4fU<67Ux^TpA?;Gh8n
zD#w}Cao@MQB|a?v2SCo4s=Q_uUiehVPTOOQwDff!l$#gVXl|Ae>oLBLrO?LQFM?=<
zvdCBHYwW`vxg90pi`0La;r*=cKJ{NdbcM3;MM?f#6bFQ@<^{jDtj^`oIM<h7mD-f8
zJj`GF-N*jrjZXu&M2-elRE$wWsmU1lpdV+_>n|?t_)u2#`b*ZjZ~pT0`U#a<o<}Uu
zu}d)sYf%ve|6N0=OlK+dm-+7yV-}V!qy*&~y8RgpzLCHFViWnr_c2{%82mKzIKezl
z_`c<h;$of<g>r-I&{?VAaMaK_!=UpUmiO{68Z#L!BtDcB_#<KkEd3X)tO84K+bmL8
znpQ|Mo<vaD>M(cO>*n1bjrIzvLbvKhG4c0b)GHe1Mi5!+b8%e3fVoi<d|ww;hq)0o
z*7{l(s||>htsth0opwVFZcgsi@F^NM#;Av*hZ5iCI_rpkGw9V4jNE^<237dejb}Cc
zNGaZLulpJLf=bQv<6M<gzj0BcgKS)^xUrT7Q?Hwg#~Ga!97?cMKn#?E@vt$%#9CiX
zTYJ;@v1u*X7^|7q$5XcQr+gnf*8Z?mV-jiY%fsY7#78$|bNpJ8sEv|t<>>v#U)?Jz
zg%wU_t9z`JVT#N$nVS9v*K5i))mUoPMmOc0YAg}yZ^$O+pX-#m0eaE0oJq+WT+B<p
z`x?~{t$1VpTK@(&<MrQtt=EX{{$nGf=Hv<(L>-x7)E0woP+~#Ew!a~Zv+v(sZ2H*w
zMoQm5X?WAEpA_cl4Ly^zZa3&*H9hOQV!lVrW)-I2Fbm8!zEQ+<nGBaC7B@p9zV!x2
zT)sg&BCL!pZuoYlIoj}Z2&**{$9`<(Py0UJOyI(uxrI@a$9Qw*L3wdgn)}TS$~fPs
zFWyMFcy)t%w?vViRu#*jvP`@i<B6;?g_iNA-Gcs1tH&9U)*#Ss{+2I*!86{J28W=^
zU%=qyZ}Oo+9R0W2mD2L7=as(|?#qc`Q`V^AO}2hRN9cohjr@kzr~~0kjBmvdR&0Pz
zv8>!EW?qVU5voC9F+hs)_5~n`?H{Qo-kioeU~@U+nK#Xi%Z%QNm?`177ICsYZ2l{M
z-E1@1?E9FkBaD85KmKX!{HO0@%1&(b=uS{lKExu&T@P2IDJ;Dj9e?s$yl#DqmaR7G
zijQtl%cE#fZqm}uFn`@O#$A#97T=q?Wwu{yV2L*KJItVNux!O!mIHCbxYk#wZe`zn
zT=f-7a&!LJm>%^)gWdSu$L-y@AV2F4y;k)`O9z#b6PYLiLuDFm&@J1)*=dkzd_tdX
zFe1dDTe6kzk8epV_)4Yotx+4B97W9A+?$NGG-V?OR`aAFG5eP3-DFHr@ISJg_NUNq
zVb2|`8iJ=;dT;f8E7uF=yacP@J``(x&iAQiZ=<L;VB;NGf3eM|C$g#ZW>{!uI<^qo
z6<4<zd0obB=$Ns+cAHP1hFE{TKYgmu@kt0`F2njR+KUlnmfIX(;5OymXB0=!qt$)T
z?4<QimCVIYt?k)o^b_T7bC7}C)N#M@Ey5mIDLerwaF{-wdzNT&Th_7$w|SYpfur;w
zTr#(o*?U2-b#U)CFSGY>6dX+6K}Jqb04+p7v}nn52<HzO31ZG|8DhYK$<^7>htYWr
zJ#6Gc)FY|yRDXu5`RK5LXy@Bl;Z3*AJV!B~#tji^j{r2{s&}idOcUoBede}Y*Hg|&
zu$X$AW)3$p%EjiFjCg*V4^upM%v^Wmq%tS@py3z48?8jPJJOh$?$E>EjTkH3)mRul
z{T)9CyJ_$V<A|uh*fMvh*Gc0KoZoZ8V$sKPQZvRjy2DOtB(WGUH5iN0pxjpI!-$@D
z*fV&E(;;V%BMUdPkh>$*&lt_bPb_QJ9Xfsndm^)>EbnxG7Aa69;_$X#uRo1ZV*4GA
zCvb<t&l;0)a8KqQkOGJ4EiM;X`dORHS&0?X?@&5IyCTWFzQX|oY%(t##UUu0LorLi
zWaOdVH#e~^bKrte9e0~|Oh;ADa+k_oGz#F?s_veQcm4d5hE`t005(!$)pGbK%jL>T
zm@F)~WRw==9FwJ$v~b5+X3^v>Z?ZIzSZ_cU>9`(Q!%Rz`UUzxFrI(}N^o|76FhRN9
z0fJ#P>#7klVONi8xc6)cRp<B=A8{4i9fPl;b)CcVXZrKaNcXN9f8heO)MeXU^Yt|&
z1og`ioQYXpX7G8N<#~w}Gw;%p`L^?{;i$#!rOoZ7qqr=N+%hsZc{&u_nu?tFWPQqZ
zkG{KQR22A?xApJ&`7Ik|>EX^wzg>j4FJDCv_Ru><CF*+{?R+IpU*R4-yKQU}_?58(
z{L^Q5@u}pN_c(UIJwBD(jKS1$De73*K%=u5Af;iR)@?D2+Q(5DM3r|amD!k>Y$!m?
zMceNijl=>ePyGq%$dcCO0di{nz{o3px+goc+5U>=LhP}6sB&P6Cug2x%He*9MrSvZ
z+<uRyJ~X<D?J}(=AZ>20d{-EI@gA4bixMkl-=mUieE$20BG<xyukUf$eC;SMuOrP|
zOjCAU$)6ex5Mn^e`s6+heTuFNw-45!J<NLF&wu$zd1g$)O&W=fyiePo8Ld$bov>KI
zMjL{QG!mO|pWDL(iN&4ZB^&Ja5O-%JqThXP53!-<kaHnN7WpL$`A|&ef3PU9h(*o6
zPjmh;N}`%cQFHxCgj431#`id$A+z0i9}i$*{c@)xHiAi9W9(&{#AS)~2FNX9w-|zU
z?1op~*nHkN3P#vThr$=mUXk$<KuDtuZ;To^xFH4Rd_ZI07)3<R2XX|Ioknek2~)o{
z9%C=uLTHs9*rToS6ra+a{g<Y0te{nra8Gu8OEPpRPKiU&f_}-OTRz|sbxWV<lDn~K
zW4)oG3}M6oyfkiwBp=`?t)yflLT*!sy#`-`ly#>?a(5g~Y)JJNJfJ_5yGx1%Qi6A$
zzdog1v~4S{DRfDJ_F+_rdm`lzcE@59T@u^vBeqTwGmiwju{^(<bqSDEhM8UGT(8*7
zt}wHCl;Hr3ChyQ~ak(3a<PUl1{E%Z@fAmmxHvuBcIXbH}J4+6eB-^ELF;&j2yQ_=*
z53R;f&;8K$N1D<!_bt|$SL^QFA~)xe10Rz(qyqNq-A_fdOevxsnq}Q?yk8XM2(BnO
ziZ%@X{2_bqbBXl^2#$2o>Ydsr9MXFzrx;|@9poq-PiQ!l%?eCcMoD;i6I0?iue-Kb
zhPPj>x6>ceA+Ni<ScJDNYpKP;{JB-8xD@W+#6iw{??bAV(tTFo*8v;Ft=~<FwJxq5
zz>MJ<Lp}attJoDTm};Fyg%fzM*$Pl1Xzpn=T|fJSt2&aZ%%tS*eWo<-7D_=WOU?Vp
zZs?Dvac7`A8QmKFp2nRCRnd~|&4tfNd>8GaOSjy)saaZgTcrkTQ}q!&Nb7Ejs%fRb
zz3}RPqTtO==N_xHW5kz_xJmrdhxqrbuSxuY5kqW7Lzq!Ot}%{`qM4B#B38-hZiXj1
zrFE7(q9YmIpP@EN>n!wV5KHwkxkoAp&0tw_|0B{fyX&I%N!=IHoQpo)amU<3T(@<<
z?n9)xZ0j!6$8sQ$952qo8zT8*S)&5-tL3PBEbA^WJ~htfZY&D3to)DZVm5bKk)LJd
zdF*HXI(QP?{Y=zkZ1iJuz$b2$f@ld=^3cVrQ0>7`%m_O$q|IZlFKv8?($@`+B(->%
z+CU6v)X>M2Z@HRT40X)3z9WG;Hi3)Dz1Zk>Hx#Q_*0RUs&EqaDma(kG{sbD*xIFIX
z;wWPeJ~mh9b>~sUK~`@uy}IQiaF-!BZ2~uah}(C7K=6!Iv~q&dP-su23xc0e#6%^l
z2!0}65RhvVM+Oa(FxXWP3?f)o!6y_|2n-5JS>Ak4{9Mosm&sFv*w1<0E9AZ*;y782
zC+3^NZbYT4!8!z_YtHRhCkD5B!hUHdu?Ub~@e$Mdc)~bO12ICPa{Pd-<vvmJ(pd`@
znK*Rfpo#r(KO<-)|Bc!D4~}`^sUL?{tyz*H7g-cVZp{;Z#rz5FDT*Suf@LlB=iADx
zTFf1+h+|SE^{}lHWh>#HPH9WH7mCA<={{$^_n+{27n|>G=DU=dJqKUeH=PbaK{TF9
zH>yvmp{iyV>Qm{)09C$pq}3`3twp6l>(i$b=624FUD^U=z^X8dD)7|Li*3vmW!z~M
zQH%4f`P6(^*4<GNH6<F?4Z>df3SyV1d_d$Wd#r;GQS+5uljQqrqn^scAjnmY9fmvR
z+TM{s8zvy<PAg*EI>kr2>xgx%*{Y{>B+^}3tdat~%l&C|#F^2*-C3w$HFs(n^_hEu
z_??p-eM;3UxsQsYtnG68=Z%lgLq^=S`P^kq0|a*_WgyO+gg%pQ(Vp?rqV~*kOO^m^
z7gvu~U$)IMDcXMchQ^h2WeHqp>BuDIBubJrs=8~5V$WztZmirqqaUieD~bpy-&5$B
zpRc-+yPA8isKdI%J)?iCx%Z1WiN&)M)q>o1o7asIou09$I{6TdRUqVCX$&Jq*nCDf
z=J&Oum%1?l+1Y?VGqGOEQrAFPIZtX@)18*;)N~_YJd0iFPvaZfTGKs8oP0))w%|Qf
zP>yx?6~|b~l@w<9Xgq#KwesPVg-zqW4?&?e4IJL6<-zF6c+UGA2DJ=z7xM(<*UOQ{
zH~uud^lvS945F_}fuBC7?zPcze#!#FpZoctk3}FGRTz^zgihCS=cUkC40-Eu(pt}H
zPaSt(ym4;nf-?&hQ`mg)va%H3<+*eV-Zi%ojZ*pejAO(oo6ji6?C~a<L!;J*`N*T!
z`5L$zDH~YUy63dKfx9%GO_a7-?N4Q(S+JpdsDhaMQnlZoo97$3s|e+HNAw^bW<O={
zLz~A#N9<r(aj*%{GAle3`Zs$hlvZbjhXS-1;>c)V5=MFg7?omK#r~$z31C!=Wfl3`
z&pAWQ&=&523WDg!jO+YuZfJ?tPpRXG{+=22U~sp;*)!c7u|F`Q35*?MGaBQF9p=br
zC^M38Id{ny986bRW4^PA1+M>_nzV6;E9+U{T7OzU((yL#V^|=StWN$-huXT&D<>ru
z@1xerjv^!nn$H>W_-`I)KK3Eb=Kw-3-=%sX+cFPc!nOu$`1QsmD@J-Q06Hfk%5f0}
z6na6wc66r~_?3VRx!pwrTQjJIWn&r1c1S08ebMLzM<#wj$vV4>ih3`scG6q>#sAgT
zb;n0lZ2#QZwB0b1T~Y+41q=`&fgt*LfKMq>Gz3t5pn@0$5<>3?@(hR&dZ-5x=^z9l
zGzrZ}1St{}73`usREl68`cuIW_<g5r%)Q<}vh&&O_ni5jb7tmFyEC>B<zb@aC2aLS
z`zfzNrNekSO_<Bm**Kl;sOvOr7(c~EDOoHT`x}ASut|J2TdWYC`PW0}+s{#|<|~Nb
zp?(1sj^NYSPOYxsI%ST;5VXLR%0e$?oCEKVH2CCo`tAiD>wQ=fu91DxRsSLtTRHH3
zC7CCaie{tHya)S3EBW<0Z5qv+vR|(+yf*YcnwJXt$z%9V+*7grpI{xhLB6rP2&wwL
zs2P4&p}SZA-b7xWi0cHJsNel|-z_!cpY9sl<%SMo7dPyy+Bh^cD&IjjY{m^zBGGpB
z%UsLt5?yZ9tnK;<{4rc!tu)TRK?xIiV>bVW3iI3>wlFXE>Qe}IPUK5aM5TnU01(xY
z>x6lH-kA=+i1B!V68AgAU#E;od>QsONI}oZ8z$x_UBN48=2Sk;!i0tN@K1J2e^MgW
zTw2-66mgu9lF$yo$Uki^iTqRbwj4xOx%y<e_6bIj0s1<J_qCcSm60ibn#bV0$rwf6
zITWMFyve*KOVPR;;pa-D$TjrqWWEsFQY0Nu+Mgk`eG1QDX|CY4+9N|XI2&M93$hg$
zm(+A>3-gvv<pc4?jWRFSZeFee1{@UDn^Lk#%dEG{taoLy!PO;e>@JC<ucq;y*aW9+
zI{~_Vrt^;Mgl2Kf?ud<Ex*dT9DAgv^p29hu%;kb&$AospD^W_rC1}{3%QM*}ZSXO=
z)e#1(mLaN4wrQS-GUJnoG8st>W^Z;jK4D1;!V=4DAx{hf8$D{u2J4`KZSBCeL13%2
zzc+&$wdHDG@yD|fz`>eN7Wh0f2Tf{L83k(c`)F$y<We?=pJX%3)HO}sGE*T&(79pg
zO01fPUhJF0cyk&%kB?;2j9kmEK}$Dk&Fg}et}}>%-GYW5(fr@F^T$`oz>oYYmA~yc
z01NM}vGZEy+cN!12T}=+wu5(6G<*f!(eS;#kY`#xN_YY#H~eM@HCcrI4sJ1ig5SqH
zH|d2Qyaw%A#E)V)t}u54lfRh%fU8}Dn2k>WquRa>3d7po)Q_#U3gY+Nw6Wc-pTPYz
z_Su`dPw}iPw$QbR;tpxK%&B_c(_h6@%`DArI=G2t{6TBFQii(=pX?2P4*3ihZWO%h
z74+?Ed<dny#)ny`C$QMJ9@JDzhC?Hl@kx}noS($)uF^6{=k|fLI;{1mCVS|nUg12X
z5P_+7!}fdC@!U6-T0OBRNa|<jZqkHTty;L|MXK~W1P;(^EBQX=DObh*HrVH^;^%S8
ziyQcDS6A%Su27>bzJ@=;?orAj>zA7b?CmwYI_+A+6IuOoS({kBa(cQyuThx1mSfXH
zC!Kfu@{q!@>(GX=_6ilK2l+}R?4Vic9Z*i^enNM@T={`L=L#;Cei+ZDmQ$PMkrI2Z
zuBR5uQCPo2@w={8y`!yCyF5!bqOsVlX}(d8E2B5@C)gWG8I}oZ3_^%d6{`}Cgo>bc
z`Fs~UuE3G+1zoUeGapX08N-wJG>3I|<8W@jTr<6(#MpVzmJjapu2{SpnuC+F)LBAd
zbZ!h{jKw&0M3i+)J$D?+kGdLoSR1IG#Zd)#7B^P9JPmJ!P;LQl#2PAPfy7(3FdX;N
zJEMd-{>rzV-%TC1q3`*K7VZGycee2ntb-E9O_Uo)z&omDW@)bdZfWECxvD>5x+UmO
zOT(tz(%q6NL3MjZ{k_q|q0O=`s)1yqU6{4pqRDImnVq|M8@5SHZy^5|F0aLmp<!Jx
z2mRn~UW*RyMq^p<7ECyyrH(?X;ckA29Sus|9t#uX93WnzRjhuvrN_fR1Q8F62SSa9
zBW|lcvFElP-+OMW$HxZh_5u*<Y^OwxNVu)fc1lnP{|394KUN`=UBj#iXd%_}0H(#z
zH~Y}RO;ai&JKZ)FEN4GjzZ&=BMCHl*c`epSsSG@fpDWd$)95VUD>pKZWTE6ez?ZV@
z+cf$6Fx(g$LL~?ITWo-);*dL|r=4;&?WvHF+oz_wVn0>wD%+s3Ym5`txbpc7^?5Hw
z{f9O9pz+5+1;#32Ru208aKMTjIG|fGo`pXtq~`+oeqGFy*afZkd%K-qVlikq7K2_Y
z7LoMYA^tG!c^A?3(&StesIU-fdWi3k>HH<UIo1d|zl_M7eLHMARxu^SQ!m8A(YsMK
zS-lF(#Hl8};HA{G388E6VPXQQQ8Vck6JRV_Dm8tfCL^CUV0|kveWz)Y7EgmoSf>ln
z?xUC~$Gt6*+O!aAevCJhsnYo}eKj3AyR^mFH)u?NmLBK0nd}(m2{tM*-#SbZspkil
z8xNtU2tZG^u0luW8A0=oXkPCI&3m^3GjV3nJZuh@RK7FjAvIJc%?g^wC}%OebSr2c
zs*Az&oo&pU&6Cwg?%86j(jPwwu1QLWC0f+>19&}=@|NK7R+rAsfm$3sQrW^+Pw|nI
z`5|J~QA@S63cvl3<3N&jN-R*<vMLws3tsx@?XX2yj#R`lZ~(6i9}dklnRK5YH1B1t
z@Fhz{54%+*!m00)E||1`0Z*mOe3n3-h5UYyZMl#)4>-0v{ph6~r|~pE`BJ;T8l2&&
z-VY?f8rdZ%0B3kp|8YCttLAxmhChdgvgFLZu_*0R-WX>-D?(q|1xnH6e#+<Jp{&4V
z7LET5J&rO3_B+6sM8Rl>)nqtZQ#8PO*4fW_LslKHRin5&!PnGihqYofc`>ig{sEx{
ze~nu4RSK~$aia0-XkpZtzL&xFuw(JnEd$Jl%PA&@2THXE)N0_0uXtbfAFb3kftj)#
zL#w{xvDEHsUYAYKssrQjW2N@&H!r>UHNVJ~8$wH2VbM2SSZt}G;=p4nOg>`w8Tf8S
z30p9@MyiVMIP$MWF;Np6pKFZgG_xphe|RE0T>*M%13=0VzZ*rr*d2kd$`Ov-Z@4<*
zH&YbGV*>Kj86HNP|I43bH9R^T)jX7P9y8TQrOH5@$L4@CFAbZA4b#C5F_TzJEf{$}
zfNBQy)c3q49sM2?arbK-m^$G3us}YLSuYL8uI@Tpcq;2r0eR$2U17{Qlw&o{Gtz^4
zQxaZ}jjTZCZV9?$ks+Puv6UfwRql<WrCU+{90j3F+po4PDEqHm#Oa6ojH=xp8gK~>
zB2uMeCtWT;c2_R(DeQBDIqjjPm(k}$YA~7G`4;xO{uyuZDbs$@zxsFDJ&6DQ$aPPO
z#fB=Ud;Fo=NJJ!cJNnBGkx*KF0qtuujb<sK%GyXX&y(UR6Gq*S@<b18r_!CgF*XJ9
z;jEX@&?A(dD&?IJ1esl+d#EkOxJ>@RQ0!}s{2wo4V~xnj(8A<ve58dJbEFJrh`aCM
zH5V6%JhsR{@<LVVw(^3AjJ-1IKcY^_ek0qVah|O~Yqx6Vj_iHf+EYeriQU=~SD7ef
ztuxZNFr*j*QuWrHiu8YeN4@{uDE=jsBL3jr5H4vDD-ET+Z==E4{0HA}#ZpEQnn-^b
z<z43=AS~O9G~{9tuOW@bgo#3=glU^oDiGJ-ff8AxF)tz^p0qGsq49c})Z#C-d)u$f
z#T$7_Uv`)+w%M*C0at6ewpN|{3~M9k!E!YAi?rUnFgj6=Wz9UL(3(Tl4<j}&+~V(B
zJ2YZz7!A42f5z&&WC=v;_jG)%QyNfWOf3ll(vCodvh-(#@LUdBiru%;(m7$aauu%w
zi}x>8!yk!*sw*}8_$n)tQwT>8qZ~UU8>4Mi>jf&Z?LtKl*34*538&&v(UKumDjS8{
zcvPo0Vd5(5X3%Njg}uTBRuR)Q9CJ~fPr$O$T4D|xszILYaEppxw~|<P1?b5V^y}q`
z60;2^H{4p7+OH<db<ehjHb38FyTNWgzPfS6neZ;=S6Ak%?vAp)LzL*wP8r1|us%vO
zXGoRC<96$77q+S*@V?*A27Wob@GUOB#u*02vg4HbanO8h1C+7yL`G=yEgVJiF-pgA
z8utk>IH)|18aH6Q*gXbVAHaeJECJg`B+&23ysq{^Cyi$9BW$I;y{k+;R~O*2E?KwL
z1c35EW{h}}4K<3hBj|FBXm4dJje*PvTLDP)(VSM;>v(EEi=^eT;wv`W$mK>9u8tFJ
zEh|@3aR}C@bG5{4EZ-QrA?TG23T<Ul!Kd(wZ1JpAN|=FbZI5YagTr8;I?UlM>!dbq
z+O*OxfZ%`7dBe?!(z}@y^*QtuT)^Dhk4ixUjPYe<3AXwFb)}c&>ZwGhr}o|{p2QsT
z_HWU`MMhHVyF`1L%EA%|i?n&Fk&kKzyv9>M-zCbi$3e<P)(1{K?a$T}`{+zfafH>^
zD*O%=7~#WbIKD&5dD=&sdemN{tuR{tHEgZe3StdVz`LI_8OTi%sg>QOzr$J2x#yRn
z+taDqzMM!~BZIH1PB=I=adliH?Ku7ZitH%eS5H)@nRP`c>`7AI!|UKT>!RU7s=T+>
z?!8n~&UV)m=P{eB9CtYAxa>r+l)h;yd^9LgEMtcaGlz<1+Iv4LVb6bq-ouMvGDB-E
zZ91>LH<*QDv?=Rqh}WXj!I8CD2&PA6i|SC>yfCk!_=m-?HF^G0yb|jzyp|;57^~$D
zzfV`$hqQLQaFcM6#|77zTD!~K@9NJ~?a$FUp{C<W$zl*2pcS*{ywo^FWXV+dvai=x
z5?lBPuPfE2KU2hQHr2@Fcnj+_6?kVUM+;%2{D+s|57l(9G5%Nqf2gK=MFlANr=Zgg
z8qk5D(+*UC23_Gb3s*E0xJ~q|$?wacuQ1+M{_jf@ukr!xrv4pwsaAH*^$Jj*pa0$s
zZQ-nzP5y~$S(j2vQ7vovXvaTMEs?5x?xHVBLHR@%O!x)6-VroBOhnLtRst8Bv=r&M
z7DvkZTH}CM)zmbnRhRjl)UcK4&01F|`t%pR1=r)KY@WgdxEzllRX)E9qLoHFZE#x_
z-ps+PU=r;akDIsE$Ygwlvb%rd1FU6Q*%DkDSm}9=uZDW~?-<V=x2W~+!C58MU|)Yw
z#1QTFb;dc(ip>EZU3ySF!jLM-y)^d^7~LlcSBQR)8yZPZw-Ht8kB+eS!-wz)JFCUM
z^ik(FVkSc>#r%8iMs%RmLM~q&RyJJsSqoR!No3bGIN$(xR2C;tuWI2>vpb`7g^I`h
z5NE4lL>3<vBzC?GQE#DtXU%alMJ2=W)zE+MrZ&9nrp@pc9gN}Z8KdE;C`#%8%aJP4
zp49smET3^RtSaTy<&pG5N0A!3_{Q9j#qWgnU@sc6@liCZqnOK(D$9FD*}|8mEN9D%
z8B3zH=}RgyIc15;JB#-i;4awvFCR}}yWI7r>lWct!{TGR`S@yVIN=e^1CGJhqdqFQ
zKRljF9u*I;t7iTpDNQ7MSrw44ksX3<FmnE)+-}Qby0#Rhp)AK$(H+P@6>8r_)Ug6I
zB0}89L>0Q~McHW8T})*68cdTa^j&w<jV21?7c!H-UWa>vuBD4-Sa&=OcM0so(UWIZ
z7gzAVb))7Wh9Q*fhqUSjJ>yNLqpQ%NZsKmdQ7?(%T$*FiaJ1sJ#6T7pUJHVdaz7xq
z(?vJ7OG7-{f^@cNIwS1dpK_(s%lPSW(Vu-~^7^a_b?G6R;q`AxCve)Xr?-!~l*|1L
zqeM9U)I*GAH;mkGRcO`|Vl;LzNjbkmu8;Dabq5v4hz6b*ZhRL*lkfUF_!(ESy(=|=
zD|?D(a6ySw7TJ=U&PCT=c;I&EB@*$*xKxWBPJOGxPw(^+E3MuN%zAOkeNrsJTjMI@
ze?YcUgfleD37X~DAj`3?;OAUfK1-|5@FrCBw0I0xtx1CHbxtjNi^h0QT;;jUo@YOL
zv$t4`Th<hIKc_)`!~l6qp|oHbMbt5o#>|`Y-4{VtU%09p;L56BMY+QnKz&6z3l+Ln
zgb2FS7lki`KB|pCl-s#w(c{mGbF41j{gcmrLC<7}TUITFW#w>XJ=7po3?I_^JgtR^
zY-?AA*{<xeG&^-c?ak*=s51?_=LL=JCmLeDTC&5HfRh`FnhOt%txBQ&#box1flU@v
z&|gf!n>GgaK;vNbSZjE#4DwnT#MDj}&7JMWU`<3_xAIY@c$~d&ayTL=JxiqEr5c$7
zJ0z$iMb!9<$wh<v-Z1%I;rxe$t$2;l4M=#jep0Y#<10+lwSe;-=#k1-tUQXYwh+m*
za**i5lC>yHil+L5MO`aNOV*FJ<ujV*4i@v-qXyhDnmP|bed*{59-~POG^F|mN%eO{
zk97^;Xyvzsx2O84<1o>M<(ZskM^n)-(44JwSu<#VD+ES0ZCec_KUz1r`9a8y*1_17
z7)r;2l#XdiGwjw*aHTX}hqCB#5l<&aimvQelVNEzbr^;AtyC+!VpsMe6^+7}E#Oxn
z@^QcE9VOG(qeKdwdJ;YGL!(7A#{KHS#jZrtpofCBpotdqH1g}nvPK%^cjWRPSIX!(
z$%g}~L4cNw1?7Khb?h-eMUN8=WvU*QU8!?>IBC{6F^!EjnBjhEHD2^%NY&H5E0|Ym
z*(U2KFE9k>1_{n}hvRxZIg#LadgYLR0(w%9QN{%El=mH(LyhdW{rVBS&z|8c6~_4K
z-ifHw9~+_{;BLx^Fb1h2dcrO@z3{FV1<rE#pMhWT7w(@VQW(49j?dMDY!T3P$`>%*
zcV9rM4>;7%@cnf;cw-~eP|9?{dPGAl<9Eo+)Xs1iI9-?dRm=SJ;S|w}J+8H}u9$Co
zS+tO;3RW7u)&;@(=4J6Y8xf$@|A&S&Q26asfuo^@m<-bbwqVWCHq8rA8w<~mph>fg
zNe=W}Y0`MM#aOc`py!n~x$B<iYRqg}k&71M6&cyuRAYu{;{8%`s*(M9K!^8?o#KLu
z>J^|<Q!ubNF$4Afs`0_40JWWoN`h4R;77{nDPjtXW{O4@!%CVQdHN!%nz~g?2j`1e
z`fi2TLl<UaZU8-aRWyFI=ebzBB}vPB604d}Cu(@W0bip1($T=%0p5M6w-%Nv-ISB^
z3r-mV(-gf>kFW|_orj7zRO^V$Hk7H&d{K>B%olgFY?FB=eyUX8UiH!3iI@ucawY~L
zwHAsrs<Qx(-Pu|Z%dJXF7l_j`Rb(8}%e1BWhWdt}r5oHcdrez<%)k#<)g|DtyYl6_
z1ULfvsxzQZEkQs_4d0*eGW!w)6shDJxM;U_1vdWuh6U|`BnmA~f!-*!-WYmhskkgt
zWuil5r7{t-rxNUG5MyH5K%<=*tWp+Qoi+O57;WIg?y6V28n{9mh_1Jv?p%&e{&3B6
za11S2jzA(+rVWg-1#&G0y~Uw*3v0hF+F96Fscf4WQ#gBt2xn}jVc-y2r;U44)7=;}
zZlgxCfiX020J;yD4z}Lcm?OrdBY#2qW{P|Ljwr3wjn2Udej2}4{M)*w`CN^m>uWKI
zi&WWg*>1x|A2nTuWw-_F#4HvatE*pBtf_tvP~JN6FPgJnq_L=29V~}}O^a8H6)agx
zvZPo&4}erf)&b6!OI9zkM-93oP+s)O-NBoK)o#QfR6Di5_@j-OBO7U?hsILZO`<77
zD)X`i(b*wrO+VQra#)_h%#Ni=`DlTWDn5f?S*5Cobt4Sv*;bAA<j3lPZN5ea9OwdF
zmr4x!7|?Q-{+PS&ZLURai!N%)nzy#VnqLjm(pb88E384P;&jE%bcc^NAB{?&6I;bj
z7Kl@EisW%-c$2VAWK*?mcsO$GpTyA2A-&V5HW{!cTF}!d&eFRK8Ywut5=+}gp{Ifg
z=b@~N2C>d@dY?h(3QY1CF_;Z9Ix?X{?hwHwv&_=($a1%<`8z7rw2WP7^%j`S=El(%
zyD-?8t23JwhvVQt=&$V~gWeM3*fxWHGmfh4789*E6*@2rey9}Hy~f%P4Ab|6*1oTq
zI^g?sp}b;rUo>W4bOrC%oh4s9B@97J7H>Lpn21p2%b^<g-^#v{qo(eWPG~|;?ZaA2
zYP<?1OOB^A`@}smoxBO&jJH`-<fCp$5p^g>?g|>ZUrb_MjohR06n8+(U`VAL&7XoP
zq1rDBFMacNSS}la7q5qFo@!IjKm)6jgPNkEJ<BMX9<TQVA(e`v?F5Ro*_$-jvp#6|
zdZVxR6pWZ0W)|t;?udipF?P!2QW8&B4~oVNsq_~+9#6$DBhEvL#S83b1G*ef{&z8n
zg)|7NJq;ka&57ZxLA{W4hc3b_@(%6#<95bJbX4!ra8~~gZ5~n;C<pqewy%>>-X6-;
z?x*(d@MErV#iEPsq}Mzmo@c{MzJu<d{3Gb2B9-|DvhJ`2_I)gi92I-n91V}0fuGfC
z$g{^pSL%68Jk4gfOP(-=e6ykaM$jK`XuOq0n`Z`teB7{k&v*f;@`8iSN$rITM&<dS
z7tXuGKTuu>m0_pXOT?YjuSB$`fsYGOxVr=`1#4NY@a_*qq35O8YF0>gKz<Yt3kk_C
zk{{21f{$nAM<|X^%C_Xk5o{gGJ|sW>#H?NRAM&FRgMjQ^^5bJ<l>MRns3KK)@iAt$
zcWB0t{-a+Q-hY&Q7dBhwl&*3~S2?6h?Jwb9Qgymgo32!*D|P8gRr;8$1Su>TW>r!2
zvi4|hhb2|TO&*-3xyembnwy-H)ZFB7NOO~80mUs_Iwm{mP)G=U@d=vdDReDQ)JslA
z&-o=u{ke>++Vb_?gg%QDDkG~NuF^`xpFGDr3IDBkh*q5zO=5E*<aKwGlo0-j+^Zid
SJbzl?{P>ru(S<Xj!T$pd0CEBV

delta 99434
zcmc${cU)9g*FT!GPZ<~lX6yxJumlS#AfQxxmm*jZQB)KZ>7rObjmBOOb=j3v6MG#s
z7EDZ{##myDUDJ&k>@l(3b@n==%sl74_r9O^z4!P0@tnx{uC>>9t+m%KXP-0AKMa|_
zF?4HxN%*SRSB@xNCe^GkBs(d6Xv&~rNqMQmio+C36<_}le_ww;KR;i;kQOcd0+Rxg
zh6ER9DK*^vEb0x5UyG1H-;ltd9hGDkL6}<Xsnqx%XenN<tno32SjyXBu~-&QUp!^;
zq{R(W<hc$vi{lI*w9z#Z#q1?LLo9(Ub)m(9PE&#$_>^n1YKSE&BhO-SM5K76Bo=$Q
zSc+eXPCF_)Uwq1zxWHOgp&`pPTV2h9k78}F2>btWULw3ByrcfFc-xxZy9Tm<0oJXP
z%~DL)xG1>P%DFEbUB>)eDu-BN)ISZ%%q~7Nr%KIo|4z;snw^@No0^fnIK^Y641TLv
z2h&wy%#f6mjWo~nOMnN#&Xo%r#*9hJNm8LnX^ku~NvYXQyQb&lCJjkVOU=!<#Er>J
z&Q8zBOR{8UzttLIiA_#R%1zF(q^76lrY5CXQj*hB$BecN&B#u+j84kQv1AOlpq6Y)
zZiZ!SN^)*WGX7^uGW~5#`mp5e5g8~RQ>ZeqWMo^^Yco`vH6|4sB4(E1X-Okg4MUPG
zy|Tw7TN>shCtHT3rYB|R4;nfsGbuZ1baHNTc22XDM$Ig~;prKc%*@oBbRUafc&DW7
z(b#5kt_7|0_w@^IX7La2lAJy)J9Si!?azLe?hRAZRce`ye9+F+p(&Qs9LuoO;lq=&
zlhbo8!&7rDLy~fmhgmYx$$o6nGAt=K$&!>~acBd)PC8X8zMt0`R;*yYh5aHiiXoQ&
zQw}cFJp6yk!G+xMewP152m1xT?PmXv-Yxw9C4c{G?-pWS|9_vq|Fw5p{I~PhFWBm{
ziY;cHdo*qwnKU#zBd2lW5X%5>sxnd0Q5`Me7GG~4i}sgJZDS)l#`*>0U;W<xHL7FZ
zL7lqx8szT>4{nK_A$cwH>l}r8eww_@UeiyLm-|@W{I$F``#a?{-Wn`c3UBv6GHSp&
z76)HVb{oLf`WCkhepg)S`wl#q>gp}5<aJWG1!tZMesFai^Q}S#Ck-2hRZgvtgVfpv
z>Fb3k=<p%)>r%^BgB>7g896y`b9L_jEetF4muky_!Xa?~nAL`fO)6CUe_xm1w#*B!
z+OnmgTCFlN)gr7GT`Z_$(sFJ8DqqO4Z1zb?!^%2zOtxC^((={%m!6SZ8HIQ$9;Vgb
z%#55=INaROi~ZsYQ#u;F3w_^t2M3g@bC>@&YTW;#v4!QV)iX9XH7~hb2>#ctjQVf;
z^uM$cGvFrA0Mj9KYKo8|rqoXHNvRY03wTAa<pP6kTbMU{<qJuzg?FLyr!2@3`730_
zvV6fpNDu6Lr^Gsf2W0JFfo2D-zX@=7vfDr*f`i2nKP~@5INDM3@4Pz*KSRj{!4pjB
zg2^-{CwWkhzEOjQC#9tgNg6t;xMWN>U>liVP{k07<IQq0(7TJ=lc?Q9KRfQX!F)on
zgmhA;0B>dx8LE1o(@{y|lT(JJrZ?@8k(WFo8~?9q-;9i$wB&qCO8&6yj1kFTKJ8qo
zk|ha8@ubu=9Kv(7xeQEMYKRry<Lo;XVyirjhlN=FhiwhiX)CE&IsX6iCaUN*0rxhu
z5Frs7Zo%qtvXsq(ty`EM%$zFK6ISaw_l}w_b-^^9^@Rsp5xZ<Us|F9Yu^_WU818Dx
za*dMZk}X*->FT{l$#PpwmgX?oM|6Rhhs*^gEo0r8<geCS_KrW?`kHxyc{ytWzwTy1
z!b|Y5qUFc_u22z9gXpw$1M`NLE7*7_6UAs&*B`dE!@rbSnG;M|$u@%JBW6_pYYVI6
zU+mW|05$a7qj6_#sF^T-m@-vr3|@PA3;p)u{lZvQnUiLT1d8{EqUo#-i|1-gFYQzC
zAw+CtJJ>{j@Cp&U1%J5zJG;Qf>0%!d^D^otnFAHm8~R4LQNk4PE@55Rht%#`e^_3^
zqS#t8e-&&iMf0LA8QwUcE^O@}O0Y%}H7^_{$pik@^bgrcfgK<-R{7iYnx{}&%2u))
z1inH(U{`F--20NeFp9nO2fv?Xm6Td3*gv}3o{<A;wSbbtqPNh398j%=>T{Dr%m0uA
zo{$43E)}c8y6wyrj(x_WVcWNuV_BcGIuP$H8lfv-Vzj=+TwS8#21UiGi<AhiR0xHW
z$I!$Rcbv!*yEiZ<u)!_V%z<^snX|RUMm9@e31mZP3p@5Nh<yQv3*({WIHuUy?=S&E
z!Fa+(eHFjWmbD=2%XC$}BI^4HyIZ5aTNnG9s6W?Y?<3Zttlzwy^?;vFBlVs;m<M#;
z!5Xn^#Pc$^pJlbJN3c8#>@{!1_#DabQgj{;A7ule`A#;0Qr%@YyUd<b+n4PrGq`ny
ztrTj*nd>-2)Ci!YuY4XkUxx1Ik@MPbL`r&e0tdAW;7KpEgfmxhbZ}58F=)M&Z5R3z
zxOV^#y3m`0O%7lg4o?vM1Oa;bh@NohXIs!Oe8Kt(leq@)yv&@1`cP7W6((;#Yb#8o
zcJl-5VrO7rKBsuv3P2-hQ&Efo_d{$nuL8mvuFbdtrMQ#I-Z-hD6;Y!EIDHjK=Y!!I
zk}kW#<_Y_W!X9#pu!pyc2)FCxmQir}ItJ(2DY2SxLDwjw=8R{g>9OXF$K(tL1}@|b
z139Dgf>6E$jQX1OV4i`z0@eytD_}P$`h^9t>Va_V7v_P}&Z6b44U~Sv9zgc5%+LDM
zw``Zdf&<mgrlMZ`iaDh6g6Y4Z)oOKTefeEe^*}pUx<k=7Vm`~~t-)WvGiT0`jp1ms
z1KLC!8F08z3}wHwi>z2zvzaKmY81OyC{J<bNfyHnaxG5#&>}TV;CG5y;CTb=^!}$<
zUA8X}N(x*8Vck8<{`IGD*kV@$p~%a{TL`pPIKxf|>_>vQ+jFYS^PK%l9()=|dH!)3
zhTIBQ%d~(B)#30%><5*DsBhy{ZO&w`tEv{&AOiabQC-8U3U+9?8d0u9l*`q%i&)pr
zKUVA7k6716{K%TH{y}^+>I0=u(V)?}&RRLY#Qqj0P-A0*tX`Mdc!7=OSW}-MyU^97
z?!279OM-~z*Uyk<A9(T1M$=07cW5+sa9w5xT^<_E^8`Ml(LAHuaBZSl!;$9Pn@Drv
zOQKl|yl=5)Q1>;O^91_8MsvRN)GGDTORN)|4ia<Wz9>d55yWN^E)Kp_d#MlH3=~V?
z_|NQHR<$K}(UT=bBK1<%swM9f0WCRK7Qg|fC-#2vqLl8VVm&J^nWgQJr8G$yf`dnF
zOA2=^mo+=c*3}X`mm11!N#V}aZKxjk!IS(j@HQ)CD_eqB=L+72mRd@;{*yI^pg*zi
z0=2go@06RhH(+q3mh+oRRu^9U$<DC7ymjL)P0QR(<Qcp-m5RLeF53>0lNe-j(DyE-
z{zWqXtmdb)WWEE|oBZ^Iun#o9Jm6SiG3;|julLx>K4z6#L6IVP3$4f*?ydNk?x3v^
zIimqNBk&=c154aQTwFY4V_6W1v}k2VzKM17Bjzozeyw;^d$qE@e#~YItd}m@hp6Qd
zIJ*_4KsLwXbYq?g&BgI+6kAM)g{>&i3vGxOm28Bz6JoPQXtQp6&52MGhb))*I$vGJ
zuuEKx(|KgY>sRLItOnhN2oS5%tcAnXS<89eisujZKJa5G`evtf?rOENhiXcSL~#@Q
zn>S*7q%|^kKF@`>h(w+dg5#eDNgg8~5%VA5R5fI-4hO7CFn6^%n7n5W<~{5Om|Kgy
zr%icV1Q$<9_ZEU_#@pP6`ohEJ!JeciGMG{#(uO!%TWo_HB7BIqpV;y(Y3{ahB%2$o
z&TBnst9pM4t7lX<$W%||lC~^}@Wl3x707RAx`gJAS<2NI7X@pB{5<ZMHvr8q4u4hM
zvWTlUWuaiXp4f`gYbP1ERddi*n<;1Oi8I*`bn|2|W!6c4)9j!qL@Ocp34B*`(OunE
zLwS-x%?6?c-i#M=OqUK_<G8P?g{bjzsuW_EV(RU;DQ4tw)p3=;93TcVQwUsXBzoX_
zj*^MPxz7Sapro_2x3i}1O)}XK4#{Nu^B~b<q~9Ce#wH?7E?6A5jzx#?Y!ae5#AHJ4
z<s93Z%1jnvM~86V38OjI?0{{f`ECJ$=Y;U|66WYCZc80BoU(23GbcX5s08Dl<Me4a
zY1keDhwESxxx8SFgza37umukLiM6dWUoa<uog>`o5bM5|EJYAbQ&U^)Idp&$UvW8m
zh{n6%?q3MsToL}##dd^K{!%>{SVioIv$~=X(VJBWg&S4Gy6UxUf9F7Vd*z*oM|<L7
zn+sL~FI@HE#G7kq5vooDtH5T4@of>R_FCo}3Y%Jq9@dtkXb^DHtpc5ThH9DOC5xZa
zU{O~VH?p2w#^j5)%f+TE=OyG&BN?Hb7t7Ga;v5ubib4@#=Y>)qn5T>FPL#T+l-j{T
zCovjl)SSr9P^i!p1A>23)CFE6hJW#^?ivU)TZ^@qq-xV3C<wqFF?b^@q8a@KlKvso
zTFXV8E3h9($lab!6w!H1;QJaKys8a2V52E5D~9oc=oUtF@T!B2Av%#1p__{hTBb#t
zL>X4Oi(Oc77zo#K-5&;SCj4h$7>|&D7;Nf<5&GODwh&lf-jp#eOe<JtAyX0?FWt$s
zINhr#{>b9Eq{$ya<>C}a`8S4)%?hJ9W$9vjz0E&X90nzM+$^4d3v>l~6T4U~|C$;#
zc3)H#`?7u1<nAyCt0pF}-K1fMy?K4D*Q<#Ga5_#5&)FE>voY+eF3!fn(3;{yc8;qM
zc0fWD=D`+UaSnSL23g~sRqv^rmh7Q!BmF60mBV?!OyO$4JcV#R7jdvBo*4BdMsF)a
z_c~$^7D@_QhO3pK6KhEt0>bSao?wmi6e9%IpM#CP@h)FUp0+V+4iQIjHnz-5JkNUT
zsu)Ny8;gcU;^ZluxaDxH5CF!$$ezzvmXJY3oKYQCWJBEPhhu31aj=c0m0(~4F^26A
zhoWoD+u3GTEhu4P74@D$T|hNvdq~MH$c)EkHg6Yb2&Hb-<_z0H+hv!j=?mf3E8gN!
zfnBhPjT|VhXV2*FW6ku(wwucn#hF4?=s5&STg3>f=M~}b5HZlS%ifK{cp%_#5_aZH
zA2A!fz@>sC)GE*eCm38RD8kP9!>wzuL<qtF4mS41yWII(xbxKoLVas!bI~FQeYw04
z1b+|FatW90yoE6l+~2|&-4;@)mH}alH4eqPSbUVB?pq931JMzpTA<knxg12Liq24}
zsaQi@>bSz3y|`1A;Vils+jY@)s`hb>W~)8FQ4BW6InkuwiiJ)QgsWu9j}g|*f#Nbj
z_>oL;5KN=`_Ah~-Y80R9Vn<VVsoq-cE<$BEoQb^!SH_tbB?q<X#Bda)+Uq^G0&u9U
zXo5~5VmH>BYk|^CB>WJE8Tcba41k-NVi0T98medEgy0~EH7UJtGqNK56()}1IR<C4
zL_h1cFfj{vhqH0T(yFyxu(PO}OyDiBv8^d=W64klY&LOP-WuAjb@nDoOLUPrL@ARf
zm9-IPLHltSML*o06&t|9dtx>Ct*saY#pA>vVJ{pXhxzknC-DuB#e9JZvH2*vA11dG
z573bMd?Ry%dF{k)I5E1+4L}`d^0gdfFVMhwxJ{vvc}6DgwI@E7$kc4Z>si${Gyqj?
z!wZ@Nb{x?eqta=o&HYPSxO5lV6q}ED!`cGTNlnD6+O5fZarL2QqRX4rM>yB(8Pdki
z`Qz<Z9~&VnRP3%P@iXJJVGx?Ns)DyOit#SE8YYK|VQ&!wY4zdw=R}-l4<IHEEl!|t
zPih0V7NLjQ@Nh$~sThS2m@^eUc+FqJN`|v1==dJ4AAhTYTcm;0`2DnLSP{olOyA6t
z-YhI2e7YD08<^-qi-1#I&<m&E{BzTERJpm2Yxzp3rYeC|wor2h#(5Q|_~x$~Lx;a6
zT93>Wr!Y7&L2L%S=23a8S8n3ozAX=H>$ZHlLpPvYT-2$xI%RL&R*ko3SX;ZeOw*4G
zpO5pnBysh|fhcAd7aPJMF19}>LdJZt6^^s(=WDqN4;P@5Q(6n2YyvmM<Y3DCl%}hR
z&+@jErptA)Gbl}`*+<9;GIK<C2<d`_<Or!LZ3~;#f0mM(1NQ7^StGiNH3aq(fv>l<
zPU$A53+%csdN$7}xW5#6bcu4Y2plCGfD%BC>If^;fd@-*tg6|L8xNT)Fq;m*rz`OO
zU-{x{^oM#M_cuyci{IiUYXufb2cvKysSX3PRBkO*My~K>j2I~lCEbJCLE>I4gNI^p
z2u|oJHWCJrnuK<CkzHW@uBTXE5T=mWq;_y~4DN$P_Y%9q+B|Wr`d?APBwg8sRQ}hJ
z=*o6fDp%@aahi^^br@WNUg4Y8dpQi}6D>cq(Y`{oFB0vGx_WR-RB11ukm3@xF1(tE
z)n-h83?FOHll)aXs0qlO-*Al=eS}w}>$yGmCDy`tv8KQ*T+GR%JtZ$pNf5WF<c%;j
zLEOeX+Vc|VAiR_cM+7w)(w>uNA-Y(goJ}BXzxI@~{Wz9AZwH4qptWk`*?10t`5SRy
zJGxpt#PW0%E+;Q6Aure_lsvJGAPx~DSqWE!OYZNtqI;JP!8zD!uFAXuX_lMHuVhfx
zu>v3bhr_yLaUe`yCPuMCWa}60tx3bgH3IvB>~IiXMY;abR*dShOU@RkvP}#WRzUY{
zTB@_>?V;qHj6=e943ZjnsJs)i9U(ilu*0LBD6Nu(_PcOAc4%TPQC&$?ZEGEk>Zy@v
zYMTyf)SbdQXyMBmg%vtw6n3z%4r=7g!FZ<};}Qn@F1mVy<vTGE2Be8=St8e9jMp^G
zwSrfin4;c`p*;9&w78$eb8RLEZ6A;e0`?*aUbe<@7)~W`?X@{!1=r7(cA)<L-hT8z
zFznlJ^T3b;HV<q+fF5vY;bZbZ33;G&vNK-~aStT28)W(wo9T7Hs|!v53v+Ne>zOMy
zWmh`Dtyp8AyS)!S1?={-!DEcLg1ziOk5fBXvFlG0*gv`w>xt*u!)WU5lcFc9)=^LK
zXVlMgze1QAZWgEu`y6iOiyK(qj=aOhb%evK#cvp1b!^>0{68iBH>S|zY0lpjGW+9_
zH*6w4YA@irjN?0MLy#9d=#Sm%(nOpTj_=45VJzM&mk65}xO_nK-Vt!RQ0zgezlw}n
z*3r7IKr9g0GA?X#5Z+Ave;)@6yW!SJoQ7^cj*%S;w~uR)2d@)0Kb+%Q@TTdc7IyZu
zBP}yE_78R2*+%R)Y0=l7%xU@m*EHP8s13py94%^q*I8BbG}_28!l^5`1jBzCa8g(U
z9-I*a%~d<uIba8a%fU7W6n=*z#iW^d>`g5I_`p@wYHW!Td_>=+_K8%mp*m5=s4!F9
zhkHV*a+8Ddo!mkAELPP6ma|yV)c%1RLwe|4Ja5oF9DV;BqVs>mXPY@3jjOw&3!2-6
zB^<+wI`O2z4In*zR&v`8ouo0s;Q2WIAFnEQ!AUe{xyQ!ROYJ_DRe&3`oiF<0HW7E+
zE_=uAWzc^;Jti3e5evkf_`q6K#4dEQdMp&T3;0ZyTje0Pk9_isz>ho8i1}C-`vrNV
zDm=KMu4_9}?J(cK4BG`=ZfM?s`!_JdQh&ng+2$tJ4u=L0kQ?@r8*sSH#Z@d<*tfGf
zNXFojwe3v|Ua!t}nQ_Rv74Q%iu3lBJaSYz&S+JF7fi-oxy2Up}SG1Hk0yR_InP${q
z|AKb+f)~G_-FyzTi|%jJcu9Zo`=Ni>c>Vl`jaQ4?$jiaLuZY(n;$=4gy5M3A*Tnyl
z{->Scq&fngTZ>bmr)2OWd#+ytF7F$v!@(eEy#agA>2=~lR=o=^O_jS?XP1b10;}AG
z&jK7|zo9A+L}33eGz;+8#ePeraZs79B*f^#j#6pNCY9-3s5GYQVvms<z9u)U8%K}r
zd2w)oGoOmx+43%YZEEPE4UP{E<053pda)r}!Zn%~;hl0d@jLAS;QjUDb7ti>7<XvG
z_}njPotOawKNDM1_dox+xSj1F(;O6?AkUm98fVBe@bOa&^CGzVR7(Rm|F_K>Wx8rk
zk~hp<c{E(Rk~dtt@?bbLd5XO8oo-U}+lqT_tw>EkS2Za*u>h{d?AO)K1!oxeOu){K
zE=Y$zwu$puAKaH-D|kcZ3(?8?>2`6nz+%Y)2hkshbS`fO++S%m5By#uZJZyx)@U!O
zD0zz`=Xa%v;Cx+O=ZN`MGI^uMe4{QFACs%I;xj69z8EmVy1h8zy1NHAe=m}Tvt88{
zK@WD8G@Q04eG%^O6-%Wh7vB-!C3EWqzetjw)%OcAPJni@6od~V@@0wkM`3{?(PRe?
zyzyHhPIyc0*6@oH-r@s)({5^vP%gt6Z}Qn~bT>7M;Axb!*==`@F*(?Bh1guw$!a6S
z9Yzj$T#-|Dx3^hc1O7NHHelJ^iqDJ)G~tbMNqw#SK<|D8mp1ES#b|iX6>a^rKpbhs
zzqtzVz!k}4Ktnf;C)-Z;HgiXN`P^<Z*A8t>8eMjpBiM;<6v-3(zPo+vHz|;R5%kY)
zl)`_Ks!0{4Ho~=Xal3mAC!PH&p=HT?ar}PVKs2j6c~t;!IKlNwQXd$9k<KlQP)Fkr
zU`iE?RO|_Hh9ESDTa}~^)}N|L_|)&`eB3jg*Bx&4!X0;f0)jIvTrR2r;dky~=vGs*
zfNkT#2`pD|5xMaPoCkg2f$i_=f~`iJ6`KiLRjEMJrtWrLy$$1EFkUwYLd$bv5&NOL
z8eZc`gz>>*y*gNoQ17*)a<S>WxJfvvtL#teIrq5=cDFl?jCXahcW7jEgInH`H#7F&
zz8CORW&Qs&@-BD2fDh|cY{MSphK9P>dz5##Devt3(qD)p4beT+odR4}UqQb_b2a83
zJ?#8a#+D@5<_7z(i*bBD1zGQ+OJlE#`^gpfUx)CaBRAPW{yujFE^$?p@mZtb!!LT!
z2jq!OWZP$&CqCn9g&uIAq1N++?+Ed&#{XO0h943CGUAUX;wB0Yxt#GYWXMBWU!5OS
zhthju1v~;K2H-PC)h_cLdlx);yQu5}SIWeuu<loJ6*EQhDqbNHa8Vii=0+sBB<y$b
zD60_3E4zcfr<5JdxV(S|V_RV`8*?bT(*v3{mptg%MGtDBOC<HjF1p&DQHLB!*x`}X
zA&2W?{~@0|A)jo&i%;E)xSVlbq~;UfH$JHWtM7@e**vbvJR1S!iqLZgV=Bpfq0N2r
zJ}*LS3t6!t(mJb5+%2#TWQK$A3v$5s94s6o2OQ&2VK&6HwAG_Kk#MGo(Ob~?|87GR
zwz6e{Gn9m)^W-REEl2SxJsai*V<CF(nEJS{WTf3y_3^*pOTs=;yc1~KuDGvhdAqTT
z_imNoDY<__u*ExljC^~OlE9ts{=PZOo&>k9<8CEiZQzqqw942mO7rP<C@K@j>IpRE
z$%4<$|0{qm>!z77I!szG;4=!9Z%PzR&G5?2TNRGxy`CzKLicgN`%#oKcvS%=w4_|{
zBoS`qi=PX)3Rbm!q<IgoD%jl~EJINj*$?hUV0E?Muz0gKES%zsoW9ct18!PWr9Iwe
zCY+&78YLRvoIm+43cNbHI+|n<VQ?<h8FH^1f1%6vra*b`-s6oKZ`-`PjXO^VuQ~U>
zyzk3ylPxf%1Ntwcy);K~fm=P$C5C7!*#_{7#4>!;-X+fXnv#?+G$L$+Xe!waIM(cd
zHEO=@OyKs>RI}UbDt6(%77QRHVc&XNvng@aeP*7x>7;99w3fJh16obow}(|ma{a;x
z7!j$HxvGF}=Fa7sjWeSiGWS0P95VMm0lvaa;y418l}kQ1NNO)F7d|HrpJ<N$L>KE$
zjy_7*BbuX+*tq=|jg|6VKJMuKMu?v@@BXB#%}m~PCGQ@pgGX9kJ`rP?YYZ>s&M}bx
zRP<raF=`PpD=~IvR}$gwQ}H%yLSXM0>+8Qolfb+=+T?()%t^AY1nw9^-L<1GwhAZ7
zM#MnRGAwp6)N_aGVsYmHJEKsED4dLvOfX-PoZ#_uF^<ir)@H{*)(bI$%_bf*?0Hld
z;gnhNhT1R1<7^{ItdFspU*Qv9ww@Yw5UBxe>&PqFaRPr6L#Nxm;aFh?n3FIHuck_A
z><>cxqEYz8hPXWpbMUwz9TOC2I|jQK>uEi}q{agN2Ol6E8uTER)j7-Jb>lh7K0;Fx
zZqyUpWGR3(;<Dy<d)mdRjtCh|D%6Dyvh)ki6M1u;ds_D@Qa6Ehrsf<(JUKrhmB7h8
ziC?lV)<PLMgRt-Qq+q?rvG_(<(r9E_Y?QtbJ|;v-PwO}rNfB6y4U&?MLsK1<T62nB
zQ&*{vaDw1Rd%`AHsRP5S@Ewjjw=z&)M>pxP@FxL&>j}Q@(q)EM4w#jLfap5%JmwS&
z=AO7WHF>Jkgh{b<drvOT(=t!tQImILd6L(SC5!Q@%DdY;4-c)Xwf^-Oto0e$vI*9m
zP@LdNMQJFD<nqR@v07!Q2X`t;^<i@*$)9yaWj~;`5o6JqyVdXk_4mJ2aI!{KmhfQC
zs92aX*5EC~S~paY9tv!P26h^cV72D5S!CMuSn4Hs<=Vn0NHf`|v2eIQ?gwgSe@OS-
z(TZ{<#fQv(H3`l3{ncjn=N8Ef8MW~L+?q*U*h$`s^KlyiSZl$&#rq~0?Iqz-td`WA
z9gpRG|66<g%|y6b7vG3bS;75U(sp*2O#UMlPIyT7*&kfY<RI3ZihwbWdtQkndP*Fh
zqkIdSrl14rtifXgah_5<Ylz2?y5W03ad6R7s?X|kn4?NR>KV<b|EJz|)k1_^Q&==L
z)IAQuyzrmhxdwBWI6Ggp5UqE-BzJ+0CUk0?wSGM*L13xWpaVRBILsmN42{DKUDbgi
znAZqiQ0-l$^BK~)j?bXuVCB0==VM*%K}4qo(P`G7X>`)PrEGSZ+B^{l#)i^Fc7obG
zW>2S;2+cE%T4;Xrm72qr#!?p;)kunBe{luwf1(7R?iYqwB2#hf^pyfsRA(5~SenoN
zB+DH12Gb~o>w+SzS5CcXI^YE6#kf9jz=mkN7y3x?IGyJb@AiVqO{Mx+5>yG3gG4Ct
zZbiILHI-%vJxMOI7ffy@<>8c<x74kdUGTz1IJwe*GXv)41jsg<6U9|NZ*x>HYm~24
zK@dh!qYlD&phX>c=Mi|8Mrjtu3f;hO5vC&^4;U?MAjGG=;2Wb;UExz*ZEc7`I8oqx
zmf-=?AmIlt>~s<hSDg-J0a8u)EkJq~m&%;dclMOpiQv4{MrnMY^r3K{YcSr`G|U|c
znSoLwYzmUngu7&mgAROLiOiT=Z{E?2y<uBbCvV)E-_}nEglfx(S7q4RO6t#i2-L7Q
zv<Q~!GQ6rNcYC8c61jFn4!`+ff)~M30*fQz=-x0jL~6sLd-Kt&M{m0zbq1$UX&K8R
z?C9QbJQT;q(YjdNNK`FfK-f9GsYJ}-ShIuPu3DOXACBE?6G?p58+t}y_xem%J02=k
zXA7M*8XetC;L%#@&CZeV>E5uiHJ0zw)ZF*>G<t~evFv04Q)kHy2Dg*;!t*xRsUG4J
z4?Lyoj9}iWj)Gqs=@>-B;jU6-JLx3*i%fCQhKppCsHqPRQH4H4v_c<VZXK{uoahAB
zjKGciz_vKKK5NXuCI>K{G*vnFAdZ`dA;;@clGD;oQV-Uf6!h!^d7UI*){_)O^|1?A
zPwU-I(ys!`A#g??>+>#>BC-r!G>%a!k0Juk(|F9|So{`&$0n-j>1+!jHuNFmH|T2X
zMaJV;uFm&yIyZ`4=mUqV;3?=nFf>|<U_X%NQ;@k`@~}RRmi7zmF{!@a$9lOZI-K1n
z-KXq%_2ri0(Zr+!Si#)zpX%vPx4zut4%mL=aa<8|uuoqy+J}Qp4q!Ygs(QQ+8U1#=
zo!3_yi4S17hPb}q)eo~ij%#2sec|99sTOoz;#?InKQLCXejP9Q3D6<JH5wnhaFMLO
z){XJf3dXXi)tJ6^VM-u6#ROiU(OJN;W(Vv*jm|a#Z|X~QHt8x(Bsv4ib&~sw4Kg$v
zEXCkSL2lc*zOa5U_LOs^;f%d$gRPb%X}Ew7WH|U?U+dN(5@YP4E;@;bRE9H0FfOKk
zG_sh$>suUI95fHni1-t@SwBuhXvV=N2k=lLGMI=AoP=|OWh11X>ieT=OTGI+r4*cV
z_vXSlq59)X%vEcOQW0*32$J>F6x=VyN0uC%)6Z%cDLoeOiKS|nDYl<oFoqL{B?K<g
zI1~{F2kZ!q!wv#((Ku|;Rg6bR)!a%Z4!GT5hD+%<s$Ay6P8ZM&KB~;kz-)?aZ!p3<
zoFU`$Np9s?dn-p;?`KH81OeX}RUPoSpEW%T7X`v&UGyl<iB;{-D^$h))L$z0=l#V&
za~g4C0R;B#PYLGB!6pYVo)uL&jU-NZP}c;_^Q0kc015Z)4`1YAvFgi(@u}kAlNc9%
zly3A`=}(qVurd9uQ^sLNvN6<1ul{xs$)q(J5V*KMtzn9Fv01d>+(p=J{b@z8&DQ?y
z)7XB}M4WP+CB&)zV3;ILW~X$u;p+`5y$qsPr$9<&|B~F({;;h8_wJvP+#`F7$ADj<
z^n_K9=l-r7Z;hFZlLS^dUUj(10h~wlf(Yy%PxSmbmOa8)UBJ1#x&g*|#Y0jVE*Rp8
zRgA8>aq#RtX%WjNb?Nc2bDFf6rR!qziQgFFcVoIVh%Jxjk0G&*l=r1~*%B^iUKDQ^
zkqIIc&csE7duPcVj?R!;z|jj*G_z8hJK|x>3~3G9!DaCw;{Ge>b-o-rPlz)}M6K9o
zY>3F~h(M0oTV#(2Ru)gMk(H704n`D^@e{~+UK1M6k$SS41Gv|#4uFs6NR3(50X)kq
z4X|S{S%l2XE*gXD^Q5ux#ax^LwBoW(0SM-O@w<7_EckMsw1fq4H6{l&Q>bJ08NeSq
z;uCvLD^|D3sanU%CHpc5P{+#DRs0^2n@r^REUnFtSh<6Xq`qwB0RFBhHn*<`r)oeN
z7TYtN4s90U2)dVA+cf}M6-z&|U1XXA_I(i!-*sNgE)w|cfTaUj06WXE_(JEhKQTJE
znoDO-2=HJ4+5SMc<(Xvrbh4fA^l{rwfYVHm1T{KN)e|%i9|p|sJs>q?)f1p(qY!Aq
zJLT5DvvKpZ8GguP@FGl(LCd9dIJ5{;ErhFKK?&Bj%cVL3{)e9M9F12$LibAGym}E9
zUY6Nt<?;JMHcWXW;gd<a?{04ht}WDBFq>HM?Wuzw;{trtYN;DrO${thfE%lEX0tqj
zcl4$98WvcGu8}^&6M6);CRl^k;m(col6SNhjjfYQq)q~}a%r=J^g<De7AULPC6Ydm
zMoy4@*?A5YmO{!CbY#<Oawhwm5RdTVdmmvJexz&6BBHZE3zGVhJ<>^Lbq4a@Q*$6h
zej>%PngdlPtlB_mCdjoQtr@Gd)Y)Kw3ZF{HSr}nk4cxt6jX^7pHCG#G7r-T&-SGtO
zgKxK}cK6W*FBQS-nmmz>BXI6OqL9nMCI`)USW}J2Vxqv8X;n9330q6TD+j{bjZ!Cu
zSHF+MKzDnymRp-_!Zj>AFc8{03*H92%X@s=Ew~zJwMF`x?Ik%_?j~#7P*(=Rtq-yO
z4x|!&QCIOw8iD>HBc31w_0uPKRgEy&8?lOSpx1`g+ogG|S|ay+r9|kpL;4c;K_AqV
z15L~9CGgEmmGg4q%<F<BU2ukPc1m$9f;5CA;`vP6h{JadQ3Gq42(PNi9>pg%R0LBd
zE@k@cm)w@_mZq=-!uLyr4ZEd{LO*J;WujgD)=`NYPuRRfn$zX!VoOx+^u-^xj06_r
z927r(gHhsi9F%`Rbk>#&A*U0*PwK-Ck%li4;lMuZ7hiA<<~{c2eI!C+BYai9-+tU6
zdlrwMySYYUm++O;#`xkR-tdGr`=t=!5?6o+#YT8yL{HvzUc{a!@<XpeqFNY)ziohY
z3j)-FhiCQtn#kU)${;FuRR*cu0abihS8gMGL}sg>tAZO%ajSaLAt@H$OyDA6gW#V-
zQWy*4BBtO$c3%AqCY0hMnMA_I4+7uA*xTYseK4GAfClh~HWLXkZV(ME<2b_Xplt*1
zHeOKUD`^0p*yZgn9RzE>!tTFRxBZRW@$gY&8P64{oqyC3DOotoMV$_yt-LcFJ}y;*
zHeX}TSiY8g*a2#MpFNe$V)3C3p3v<(tfr^FmL>={NXr$Qmeb!zk?`#|xIuA+`0c|-
zpEiCk$=ZK3e*f4I>zg71w`?lor(K-;vs#1c>p+8H@F3jUs5Y1vSO-h+X_(qMHd9z^
zv?{@t<H*4CxYQM7KimTT@;GM1p5sU;g4Bc#wu{XUb>#Gd?%zq9*x<oxr!*!YLiNbp
z!Lapfl<s;$+Qt%erFT+)Dd2)^{9y3AjXR$libpj^1;`#S@uZZ_RuN#?V5ocw87<RQ
zwwoC3&=_67CGU+>SmM6o!muSoc7}}8QhRoY#P{1X*#pl`OP{k_)YP@XaN>-#kX_To
z?j^fl6ZZLF%D3mb*nRY*pf)_{gq@>C64kgGNjxYHHsI+<H7I*D3hGOuysxx9FAWj!
zoHc5I&25p#x%0Sv(}wH7xBXn(Vf;5Uw~FeTT84F{_-@aJi`d7HU67(+Njr>Vmy6PL
zmPn0;C)tJYASWYCCIctpx>TKRPUKj#1NKn)&a;LjRwPm9S)r@Flqek_N_^lMf7|E|
zUtgAD;C?4Gt<x2$HFW4K2jLrk6FMW4OIM`ZAfh9zkFMee)7TACe9+$PuV^VC4B;ce
z%Oo0SUg~0x&^Y5s*jht)3<P|ivn$s8gGumXSIo3eZsHU$oFKtNtZQyb4Fx>Vu3}6M
zZGS_gz9dq-rj7m?cjJa}X;>GDA$s<+6ewU%L~--LA$A@=D#DE&M$h6xmzuEY7imA6
z%H@m&2;)5mXNAAuWV-%u5(oukfrE-;l!5EW+*Lzpq*<lg+;MF(eUO8NeXuo7Zh#lg
z%t7yW#Ox?B<74K^+c*{dm6&abLuL*Cl!D=WoE&7jZqMs``1DVFC?XE!A$dIn-n%2M
z6JAq84%m}Kz>Bc8hf>zn9;$W=vjg^&MxZr;Lx<7;6UxDkMw})F-xC8|hnm2-OzIC}
zJmy+)8Lq#2#-r(jhT4VX2dHpg`jkzh7A6mcYxkwuY%;arfIUm5e?ZtZn(1pe7GFrZ
zI{<T-uK-F3v0t-yzpl3PWbY4TFMkmt^073W{XP_gW4L{draYE<v7br!roGu0tz(}^
z9YiJ%<1QD5S$};dosgL@jF%S&^pDhK>Jiv;7<Cy>T`W!j)agm<YEFGw+hOVpkisx1
zt>#pRh3n!kTf+qTlE4NH<L@$}C9Op{NMr+a(N~D{MIz1Lez+GVSA|ms*$80<xhs30
z8wm@OG2wO_<Ty5!6crA$i`zA8w39qRU>|X~>pHxv_Mm=7;hlG^nNIjkbF0xs_7K=Q
zUGeMWkuS+32Q`lz)WzPQB64#Wcs0f6n8;I|tX}0<p%9Lx%C)V#-Q-#Vdo>Kqt?`-H
zFza)7`5S@#tE&&cFQyjzYvsCHN<}$AXaGf7I8t~e!(SC~;^YN>d02t!B-`=+*_vBP
z4i|*>9BgcjcX{Q&)55jodRC>1JV(GcWA#LT;hcpeYGz<E&jOsMt5|#>eJKOe_s#YK
z664lPNT#Xj1RKmL3t?V0<Q)P|vsHVSC&Q~6@<W_%Yl_^n(fXfNcFh55$%(=d0+uF&
zr-$4@C?((l_$&uiSv};X!cQFGbX{Wuhic2g(4zt7L}_g~RJd-FXf*~U_|xuphQqe%
zinpM#cws|~$dhNXI>ULds5zW$uL(V;q9+g7d-5(!vdG`EFv7MP4(VR<D||gs4||V?
z3^tF&nIPZ5t5i=O!iJLQpy9B#p4<Z~fGR2^!13{DW$XI#YBps!9BztV5*V&UDV#?M
z#y7xaBGT)DuOezPP7`g+){@qh!zn)as+ekg0;(vt;(tKBRQ+ryJ20HD&hQ<2zKFoL
zBXk5FLd}NqS$1VOt<Hv9t2L6V3c^KQ@FU95vT_-Et}$jP17S8s{MB%XZ-Oy?MaDme
z8B@{tznaJ!@Uyon!pUO<5e7?BJetP?>D5$@!O!4MnT=$g+mpc;8Ss1weg&6n4;ewk
z@v}ENSX_SCR!`_@F3@iT5%0$Z*z@6Vf12!J6?|n$!1tLsCU1nbxu1-${^#jx{f7uY
zDMvWH1rjbH>D43PaSJ58nuJ#%yK=F3ZXF*W7YX>$Xx`KpBdmczaw5aE7$@L>enDih
z_p7eFq>;VEvA8U;&PG@AlYGw!@%IRtwEV5B?G;oBm1nUUDLmn;q`=Woxqwwk;iG^<
z%dd$f>Qx^$71YH^Cf42*)`o<`QlKzg?#IHousJxzjwC)Hs1t!zl_e57KE)c>TJ9yV
zcn-(;(wv2=<u#N!Y+?$1rZt7e_Hj1Ef<<!e;#VJP`<E+7(Nf&<S3mr^lx%irR)VA>
zSStnaTZuMru7^+ernSdG;V=mwNCBaP+>9L{;eGZtD=_~z?6B&GY+-c=c`>^|QdjV0
z$d2+(c7+Vv2jiEb>FVct*~=7qdoYED$bW2z&C4{?H+Gi$vRbLM&`O1-UF15fS}J$9
zL+j3Dx}upr%*_msx}fRpQhBT*QX#V|?(sx$VRLAzox5EmxYYz1H!l=i;bu2E9Adi3
z(QGiuCZxi#Zt`Z9z-4j8)O{5aa6cz6WCes6j~1#sNaJmYvek%ac1_M;s|c|ym9~wR
zk?{`g;~_oO?=ECKpS@>9$+)KC!cK?KT6Nd~uV}d@RF9V5Wrv8zetRA!37&U#_2k=O
z*JE6rpjJ;g5qu^YqS!66<60`rijg0(Yh>wu*i?d+zF5a9z`;D1nd~*eo};_Qy0l`?
zZ7`pY5H{#5x$@Faoa0&Tkzjs-!@)?JA=VhlBjR98B_d@aQum{AM`B_xIfiu@$s^Kc
zBs}dUH)L(NusM9BT|}x#@L(@~T6J1)xr_}ViNulC)qUi6>=axCS7g^ewKIP5Na#5i
z&-9HX<0sl+13xcs{2J1>Vk8;Af}>0h?N=w`tB~=0dh44cyMtkX+>L#W50{SOx%!bX
zVSpUM4s#9WgZ2z+O0X~*cZn?<T%4hPf;^4=Oby={2|pyrz;2Lv2f=+anwLJ$bp{hg
zsjd-Uj(i8EjCQNdUXpDNnmwTBS8`n*2v07+YK<Z;wMMCdaI~bh1m0;b@hqIc!J}Y9
znoC_4%)z)Cys#aMZB1foNs`mqFb;GYJW5Nun@MsFxR@k2V1r3!AoSRYHivA(4_9NK
zF+=oFoK?;mB1f^Q)JVZ75QfUbS%FR9<Zcw;eP$gYR*j-Qv&x2eX~mVp=`>*gJ4lFq
zqo~j9vms1-<-rg=99{V<A#RO=m&0*;`4%Cr!`yw?%Ha|6*MbN=4`IcBJqos_$Uos#
z^$bpJeD}-iak8i0#Ft-_jv}UZns#r{0kojeD7imQ>9}-g8f+XT*JYtLMA|{LfPYj5
zv%w7gM$469MVj12{i2TA+>kV=FdFA7Lr7o{c$K0-1^e(r9p^^Ndj$NNgbJIS2D{Vc
zyLja-4}wZxqE#P|RcpwqHT<4=P?}x8@R5oieCWl$<&85tu55oAmGu2KWwA%lNIXwC
z0bkWo5yqcU2cNdqgGt$PeQ1*-`?H@(|4n=S%_Z1c-wnTaukOk=e}-qHSLe!g!I&#Y
z3o^7lgT~{VC-3FT1vp9^K7$jmo3QX(G`=3)^c+n~WKY}8Lr2SvLPA?Yh2uk7bq5wF
zXr$u&F*F%p8o|>fW92j<g<!)*L+&_vFs=bqm?>$roht&MV5ZUtoW|qibz(l+_dZEY
z9Su+N<u$@oQl130PRgyoG(#SPyQ7@Jy3suKgmpGV|5F$xwOk8d65`-!o_g3hxPeKK
zdKwMngZP|Da*A-9V84!r+68hy;a7tF1b?4FMfj1&d+4|+SJ7Ewy7gwE>@VPd@KFB*
z56{Y*aPh(KdZkkz@Uq?XJulD2#Rk9GI-SzLwe4p63upsBa$}r^bAgcr8=ej`r{UN$
zoM1!Y%thQ;535&6?U_b+K3(nv>C@3YGYLN}9e$rK?_<+!__J5gpik)L2bw`2*lwDy
zp+QIJW~pXSsqJR{>uAtqSNwt;8f1h!OK=gnaTc0(hXj64hsLwzJ`Ar9{%{I}?{A=Y
zj^-KY2n75&TP|VF8EVOMk~6egQ)jLm4`oHD&U3Duz~l@r>Yi>F`VR1*hO(S_XF$mg
zTq9=C%%>h<q4Z~pW@V^2Umn0Z@)lUz41oDKa^jU6bNUxFzEs`&<Hn~ikO#B04Dg$U
z<5~thTY!zHWbl|JL*Z|zv34PDb*g7K;ARO9!!;MlVGuqCOWtg1;Qb7kTO^-g@7tsX
z{UNVs>oXv$1V0R`+4zy|=KR~Jl5Zxjlim8WZ!*9u3b!FLpsbd$F8k63Tk@ye0V@A0
z`@C_nCk$JH3-^1}=<N)+xI|84x4D4%H*{mUxpJfgS^Hc)`57QQnTK-$Zm>%xAAt>-
zFbCwjn5t(UVfS*7#aCKXA2%XwgG}nz4Ro>5V7Z1>!fge*yE6&2&xGO?^1GPKddl&H
zzB=KFR0o~uES*F~X2Q*tasVc_D#Au&g76484Ec^L&*k@5%f3)$yb#6alElnR@L7!s
zI+Ge1k!i<14uo^^8umG1Kgpy{|A{WPm&#xgJ4)CinbiG{=wk8MplUoGv|cCAVPzz8
zCli87<Th3Bys;rFrOunjs8A$3H-?z!81vE1*xNMvp1Ef6SU6`{oj#NCrFmyK<EjLj
z{&=H?{~!uJ2UCO5guvce6bx@&Y=1sIfMy9wJnKpV9kamniCkaks4IXcA5=blX$HVw
z1mC(&c7;`+Vt+oePVT}oxf-XmEUlBy`4lGvQ$NM+%`~o&rDnl?QSopjH=mlHZ6i0E
z+D}D2<+2o?N2=sD5_r8vZoMuRpP;Fk)@%=E+Hn&2CJV;q8s8PZ(G|dlI4ZdWBA3|%
zmo!KY|8J8lf&7b8SN4F&-LsK9ut}~CJ2#=b@K-%B7Wgi}CTFEK_-vMc72M%)Ma7%B
zWLrbG$aMvrvbU{@;ri2_5$=2=BYcB`gBxX2xEkqVhZ3W*m(By!7j0GTowFf-JNBK<
zx&p(9Q4%rYiv=F8xE*pVo)_R6(zD^z4!M(%P8vpK+c|tVoHQ%=dYM+s#>0Z$vI4Jn
z%2C2XE^nNR0({0W4NRZOli~F)T+PqbRfY>@mFs3|_;Zcx=epRGx6#8_Fu0{hvnhH<
zbp=w1E6%R=$_s@@BvO_QF8kzeLKzpqL&}*|Fg(0We6bJrqs%$HOS$I2=r82C%r!@?
z;-<UyK1idaYfjiEIW&Yc;aIZ+cC-Yi{qgbJ!UJ-D7D*CabD+{eoEmo3)t*jvkD?gi
zl+^_MyvePDxFpOa4VgJG{t!-HGfBhf9J?50f^Vt(C0j(;`8nWmST1Grb+LHDOzl8h
z3A<6_vQZbCtyYJL>?C22=fK}z;bGt7x>!`C_MJ>(!MBe&i*Jv}!`Kt9!T12p=9%IJ
zrAM%57JiL$kq0@@)+hx+R|^J4IU`ksm{R#&2>k}-D&^7#*mL37H@Jd!&*e~ed-nJ&
zUuEQ%%Olw|m!gALRjmVdESx-wyD-s&?VbyH$8cGRR~_s)VuXj`)C~^)PFly~axBXu
z;p|*Ed|dWn*}42f0J(M%881QWuK3BYKHtet*<vnWT!;|PegpLUPTmNOzsH%?LN4uY
zFO6ry&dH5nRd?qxY&*5KITu2EIQz2AdiaTN7kQ@%ej=9^c_;MXlZe=OBF5)rmrlzg
z*xw}kC>KVa!I{{jTt1_@5A&N~WcXC<^$aHke14GE3RU1tGsWA<JVvYXiDz*t*8423
z;>=@s7rJjx2~UFI_==yaSH)QKF*KKLu8W<*$5(vqf@34c(9||k7dw@>6vBl+<xiXo
z&>Z}>;6yyPJhg(aDPR5P+g}QsPK0q*Y=#MsalCqU2P;DnH8XDvWZ%VfoX49HW<ya6
z#l!mKu51;AEgWLpppoqt2WCO(WbJWJHVd%knQXMSzAxivfH&A=a|4z2!uO>37#gEK
zy**~T`C*VU6KB1g-0w(EePr>w?dIn#l>q!04mMs10$1W*G(V{|{xJ?=74vw4yXC>_
z$8rR7%TxW#T=Jkouu{vq@Cmw?`ErcWCy&C?FN9kPWzXbiRy4GSz<l0_tqD;+Wl^NG
zTOJwN?akfqLzNjUEsy57*u_*UQ{LP?7pAme`D4I2TnUHcFK|z_IFG)#oCmQl<qm8C
zhvG2MH3Hpu`=wkWux-38r%jr1R(C;Zuldg;C>;g1$tHBAwX&X_!jq-#@wmNa+IO~_
z#<t2#c8~17tyy;4cGKKW2~Z8|+)im)Jb49<-6q8i+RI8eR(UM<pJ^;uWu+A}jphDx
z#m|wp$Jt1GMY+KIImFm(tkzTWaK)lDgb9ig4PP3R>8#lsA)k)uy%<v2V=Q^E$D6wY
zI-&Q{>F&s}<h_ynuE`aZmrKg!a7I!Zs3t>ar76%5ZBpFft_!~37vZ9GVM|C)(OB5(
zqI6<KTo3;6!L=^fFS}JxHnJUr*fJI@uF6)n#fF&O4gGkAZho&B`MvGt-tOqfGP-$3
zv+<7YW@!)d<I^5!)H;)r&8m*$?yEQs!puq!R&gBf=I-O{*sN1$3lCWUVSUG0|E#Fs
z%d5T|%-qMp>u7Xata{s9zyhmwjHov^oApGmWs+>#IPzNBo4bLrlyf6vF|_KNr*k}%
z3h=Zlh89SscpQwZhISXLGJ$Y14*gSgDJ~&PTPP+dtfN$h%o<8CEem#$%(iiGsk-t5
z+eR|edZWkA(yddPfv4!!jy~wG2XyP6X5BrywXZLE>waJK7N0kwZ39{LeD1Q!`B1U8
z(vDTm=NV_t2fzN9aR=(-=@6S`b>VJpC7K0s38R0$mVhnbR(0iFxLzBRctW&dgbj5t
zb^YHcIu(!Z?3GXFs_~-wGv>|RR|6Ce+|?h&vdNHi{K}TvkJH~E+y*Kw9LwbAR3`Zc
z1(1d-oc2=U*z$ZjSe*}%b=92YDol&e&~nMV1+LUpE;B1Nw<8~J)Kl)W9UO}Xsb>wr
zfbi!K=LvB}Gx>}Sad0U5_z~SK)2uDiZEE|QeiJo<=R;L+YpN*lg*WCy&GFpvRmVf~
zh8UTu<9V)D8gFOpPWY^$vV*naSYrU*<fC&(wa?dpn+-9PHv-V**Bhb60ImX0HLggp
zap;4;orWK4!sl4r?XetTc4%a`x(7Fo<&r^}<0$}{x&~P}CC6~=q;RNNRlIe)qO!yz
z)Z^(0HBQHyVrBugz1W`MUhPQ*=2$%_XpV)<JwS<Kd&!nv<Kf?C%4W8UY;lmqBU0+5
z>LOv!Y8=n%w(|vXd_vd<8pj8^dhzGRu-rLv-1|1=ILG<^xE}SGpa#*Y`UDCLgtbs=
zL5mi+<x(A{Oi}__l?hOL9R97!5SL17M_SE7xQH=G6PX+RCYBYzJy2<)1~d`Bny!kQ
zsvxRd?j9n>{kRI&YXXldzVo4C%?{X7Vw^|V><K)o>iKIOy@z!fA0);LOYtL{I7B(a
zyR9%Zt4ZPV39zP>5`@p~RfTvsI&Cs0UBh5yG5dlTT5SviRED*{IYb$VzwyP}Uuw_m
z2=Tf^s?Te@&J!;O?AOHWZ^Ay(cs<h9i%V#oNPb1U@X<gO=pL^0XLTm>u2^#-oD5ew
zu$mKj4Xid1u1v=oh@4u&>IkfrVH{^{HBsw^Z;4e<0b2QM8iHAj|8&RiY`5a7Ow~}L
zTo{iL-FRxY&qV5+eK^+afIUuh#}PJnB6ZGOUA^Dw(mkp!Hk(rfqr(*$dbC$uV0AmJ
zkZVcn%8B6K9t#Lw)f3c^HU~qwsl5X1z(hJ6FcH!_DDShq1aP;fbCT#>nMj8NG&&av
zYqH0lB0B$2!%s9ic;)BE?XjnI>3sjTAHt`xN>%u?v(gPu4)_61+C3&gVi%<go)qvZ
z#@<(B5|l2)5T-{dZ6Ks8=3fNiLMFlCuF4`jzpdg-H741`=PW0r?y;yk`{7yy$1FU%
ztzyj%*mIl^7FdqWn?&6#Pgn1GT|z$)A-={zLe;<&g|n*MS4g9TYc;M$^LX9&#1E6;
zM#tSqrJ1mrH-XRm*Du9rA;Z;pgn%3I1t-@EHb+rP_Q10QoaPF9nm-cFYb14P5)@s+
z5BGDD4#-PH@;M>@)=2)Xs}<k1)9G^;i6q~jMv^00-2za53>MERhQ=ugtWE(R{%RH2
z1>!1Pi^KBYra<kV#xT6e-OvUKq7+}a*Gn19!nh!-RRGSbG17eGPULtNUqBrzo<qzI
zy023vPAs6)1_jiy#_8H|LzmN4;>0%?oAy%@*@wJcr?r}$aIGH>(z8$F*CDR=Q);ob
zT(__al0L+UMfO*gvBPBPfdX)k$63VzYJHWx7k;Atb%U^1G*(w^+E#yz+SEtcv_<-|
zfX*Nk@GVmIj}3Nwy%OL!rrm;`1C>Rrej#Mt#-Dg81lL5Y@RmXzi`s>DvG~nelBnQ^
z-rE)OVi{3r4IZr2U@U^8@!8|`4QK~H1~Hf*359eFBEg1m-Gm$q=;ruBa`<?D)9ldL
zZ3%o=IeWnVbeulF9ES7VRV22o(0VFasfZsU);01^9w>FC(rvRk%~ju)oIDV9G)=)t
zVo)<fSN0VtI#dYNQgDrMh>Y704Yw(^t@u7Gu0L-P<XWM%=}6_iz^>Ua@!M?_UlZiH
zM)A1~F?xrh9#R>F{wT3x@u-34qt)qbjmg}n`|W*N25Zxmqj&;?V_Q!Cv?xOnSW8{(
zecc?qOF4)?qG5v5O^s&oY;Saf_$(z}7(!YTC&TqDWjssdTJeRpP5Y4O#%!gLfQPqv
z!xJZ4U*{;F3v8kdbLR_<DE?e4hpd=Pv0T9s<^hxKa^o@8hy8@zqjBCtJRGo3tWCx#
z!vuUMmn*(7*}6Ah31jSnF8Zl1>xWu3QQxW<JVP-+$|M{J+~?ttCQRY!`EoKeo210D
zm&E8_n0y2ojcSC?D)7;ZGn7qIGMOh~YfXWx^RcI1D!^HaX#rLd{I5E!))XGHf9<LM
z!#9aoIEe;Np-rM-T`c|<3?6KN`wMZVIDiEDP64keN`2N>SKzrW+h@cU_bc<+RIbKY
zFhwhcUT|-UQWrK(ReV{&6u7n87>FP5MXC{5xN_rEyT7O8v31n^swr^iJxm6?s!(@S
zQ*K`Jintvl>^_YfUUjgq`34xfI)#4pbqZ~O{iut52M%{L{KteEUrU*x6ftos57_G|
zaCZjw$Jg93<`?#sF<E^Zb}REDaP6tkf0nX_)t;(`$PtVmLFcdWwI*=rREklkE?AQ3
zb+~~9?mv}?^ygrcgBh|e5e7xK@l9R+G7Qhg#;<V|?>Y}>RMSZ7<f$-a9%kd@sl~Up
z;^zQ=bj(HEu~hSJMmN_e_5sPPnW|=GI$OhKmR?4YH4Bu5tdwr=*I4c6w@p*+0_iN%
zr*wGcT_=IdQz`Q<a{+gI0i!N40};b7Wt*VgBJ8y2tLs?Qg!ka|A|(c|s{8REr}GW8
z?%+0;itv81vK7xxaG2+NFnF<Ym3i7=t!^T$^%}!GJU77+;qOsZ3FipYD|@5dVB6P*
zd^{M-u>;<tN;*Ini_fuiQVhSpqeh1Bi-&)Pv#Q3+aIW}1DV+KqtXZb`u&HETAvF9|
zsg2*I=s5(3(nBS<y_L8^352oBl_)%D!EIRg9+WLtK4I%@A_IT3G5V4a2Q@|q$;!g_
z?BY_17~Lf7RgKYAjx{@AE6dhRA1ips_7$Q3eb0LD6Xg>;7Otzhimn6jn{}!K_#q4K
zfUWDWk2RPEMftc!od)lgD86`lsO@8%EZ3O^{mXDOMtzCVcR7C7;r<6oD^8!apT_%W
z>uFH%fwB=#6WIjj-^Z*~Bg&EpGH@D?D4q*fA*MRh?D*H<{8=GkCrslJ#a~obv1SKs
zO^rWWP3Yy*h(E44^;Fl=<zJ2XuT#HWgZz85Bc!Z!8tnf}@y8=asxILG9D9a={O2N`
zh}iraJ}R!iL1_W!UsZ@^Kas%oY2dm+S%C+xG=W$DsFA;Fm?OLcUQPyY_F@{ejdJlO
z;||#K_N2Ju?@_48n$szhYfk6g=Kx%O`JYp>+M4C+vt6{@2t}KfSbX5kHME@$u3MBg
z46nDs4S}ZVc3!S4<1fzPnWr6Fa1(zhmv9<{kTL3!%WYe6H+=n8r7Igm!qAEtYQw}}
z*SYw+H(dLq>F~OTYeR-tRXdCp5rC(OD#M)Z$^c<4p;k@@(+=fbhF2XM8ptqdhmwGv
z<tq1TV7zjbT@41l1zu<{X#2^gAbj=y$DKHD`GrJoPKShDxRs38q!m(N4bE|iZ2Q4z
zF{L&?NzhQX-rl8H@mqlJ^BjFO-Fn=L+s*71$-ylnTF)z|g%BR^)4>T3Fjq4Kny=YA
zudy~BL=ZUSeL6XT4=E5VT!Y%KhX0sGH>6nc<5ZkS-T`GOOXeDkN$+bzHGUKCfZ_!{
z2bJdd76n(A2%Fsu9;{zoco6K2MQ4Yr!TQ}n^Z|R1nlF6c8eOX3mktZxhY5$3whRkw
z+h8xaaaeJ3D%3Q?<S&((F!oDjG0xyMy{Tp!>s_R2o5p&Z4Y8&oBKY^?_$YCfV5hJ+
z;`{_Z$*L+cC1MlhCJ4T~ld03|N!2iL{D%*fZ;<Q1T-xcW&7#t8lsaJj1}%Te6`3E|
zEAp4=IBe%{l`>X+29I3j8P>r^RqmB%@QIg$NDJ`0YFN&K2<$(D)^`57*Z}Y{I@N=t
ztzG)DUWin`=rIGjwZT)OF}ebQy4Ay<;=1qzK3bSS?T(!RKHp;r9ZPC*XW03tB^>--
zdBm3E_Z{&!@PrxGD<_q@0$aktLM|lML7%HdgIP)44voeR8zRDjh~`G8%D|6NohR6t
z8FY;5jBcwTy2iJJBv(Uo`1uEA1bcx7;cwnKqqSqyS8P4u)(^Oku<ESRj6EZrPwbh5
zSxx6~y9AHXntiZjRh?;t^U6~Je|zLsJ?sZhpjv&EiaM6JB1iz9$D4{D2nyf`lY_np
zs(^h68#|LKf2=OHHMn0^cB8v^)0s1&?6UGBKDF0cZrt!cdtewvia&_Vx{5_=B?-e!
zczRWd5P*ai!@5RjHZHv@!isCk`}o6vyp3Hmq1$yVmb+}QlqQDt_;w4wd3Gl4|D3hm
z1RvDFdyaZ034Os~4`$Mtqz5+Gnx<6a&NaoZ!q0;8$>Eo`lw{nWy5)y%t&YD~_7iSm
z;8p!Dhx;tMZ0Zbu|D;^SJt~e3nguU^Rvt6Fs#pl}GklJFQv6=8Su~HrE5A3&-{41Q
zYV!z?J&VrN;#CEh>>KJP!;3G`riH)bme^vFSU3xM{Gl9Yc;zZr2mYtmJF8wV!QCZp
zgmo4q{Hdfd>nz@VciOiRX?44!ED-Pu0UUgOmi61axGZAlIa=5Wk6Iz0zv=EHjn5<7
z&4wX{nfN?^TL?PMjL*H*S3b<M`S7_DnulUMwmncD;iG$wXg=F|@}ZI~u;w<%o-m5V
zUtt)F@K?CWhAYO(5b+wf2KY`}JeM@~nXUB@Zx}QQ2Y3XyKvi`*Z^OH>K3u6O4x!~r
zV;nSps=UVMh1`PN+17r4D<J~QB@5!<SZk!Wl<qE?P2pN(yZNe(EnYhbu~p-^Rky7^
zQ2Dv?9KV&w+d4Vh8vH^TDX^2e;J$Bac4#{yUnu;;C7qsVY{B!j(paS##Ga5z4`E^#
zbZUn$@IZX@Q^g0azgBh%)u3%G2B6ZMCHoC)4U-l(Op)g<f~~KW#rUgAmB6nDR)&YL
zp({%A$`D9+zd2MH{5Zn&(B5(Qotv)>^g#>!+9z)ydJY|@j@A`OAof{=9X*HG<0)>n
zeMjvBb!#JjgHD|mZ!{Qkg=M5?@f_&pWQf7^=QN7o+gPNrI?}BozJ0P0f742}%(#7y
zmLG}G{0<IrFPsgV@$>7v<s!USE+O!%1ZxZ{g>$6-wC01;y4a+0K6pq1e`!AWOIKis
zE-gG8=xSKXYRu*1X_dL)<!0!E-Nu}32xJxK!mI>?2h3f751X&K8GdCg3D;t-^{%_2
zlYqTP1)3_(wd0Y@d9dCD?m3rY*;5ybZ&l)ojpYzFV=h(s3|;I9>&{As2!Rz5c-~yA
zM->BpGH#wOIz^Z8Fp48zdGD)cNM?KHLP-?9F@tA1svBals&Gcz>=}*32iAs7?8037
zRN`FNQ^T+ndy^g(PrRwKj>lx={kb$0+~-(f8+1;_Bsui8VH7SLwq@bbZ8vz3Zt%p5
zIRjnk(C}zo5+jKOe+y%wtDzRus$(z~e>kQKz7?nHWP$Ubpq{}89@I7jVc}OboBik6
z1t~*@1;615uz7V1tMK5fDrSsB2p{dEAguxR{F$DHLhNDOFb8ow5r-`CQ;NL3ta-#T
zOBb6}E?0|5U;%!(Nqzlcfvx}^;nZ20<40%JF8G!;tA_#GM+$dy#zU~zak4w?$>z!s
z-v~e2i)5QXn+66ixLn5&jUQX&)}NaPE)5LZvEy;34zhSsPG$O(un#q+4>=Zp_WVjF
z#gkq##BVG2%*Ozj<`X{?l;mSn9aN6h<(CV$0&)7ax}hNv_jgq_PA%tCKp?V_p$2_^
zFshNE7XD-$R~vx0%hiv3*wV<b6F<MmP3S!z<~25agr8s3!{XB?mDO0n=FF$~<!~%c
z$TsBJvJ`(LQzcY1pL%AIuC|G~gz&(Z8nD?CzG1MVnV|vSO&9hPwLLa!x0)Fm!H>;w
zAlSoon|Il>Dv-gi6chDeHlBmXZ;sh|nM}GcA6okwO7UBaoS=hPAr;eSgnc}piqK;s
zxC_!IY6Mx;1-$lETtG|giVOH$#6jB>n9{=VH47lD?*hmSFg#_xy4b0@&L~i$JC6<E
z8l3tr&;nZ;gn_jN85*#@T$#BS-YFN;X<9dJ*V3?x<x}%x7JySL!%jAaOW?!&<5Q6g
z-%|lX6fdCZLa`0uF}-}2vRwq*wt(hE+ibAz?<1^7s9_2_ONdho;O|hwY<7wxOb*7)
z)MbiWMHqH|mZ?d&p%43)R6Sh)8^Uo;^^{aSvgbKlt*{LtGQuz&4?>)ok11DqA-ssd
z!Kv~>K5KgflV@u*@vH+!_%9@y{x-yxIYe_5I)x)*7E)AWIKt%6=sa$}x;Sk$AIn`z
zJ8XOc7c`DtsFlK|AoRd7Ftk0sK{}SS<l?<@AzENP)!wjGz+EQZ<dTKf&pKkT*b-gz
zLh5*UDh4@X{pdLdsqP>Gx!|*?e4GS){HuE6%tDIO8C{KwbfbWwRXg9ScG&sGwKLR&
z*4+*Lg%|%9Z(kW8#qqrTn?`nbW)60d;M@`1x!?qs0KtPh1h>Np!2-mHK!B6Nxx<4)
zfWf)LJ-E9&hg%Zfr@Lm!?PmU8-+b9{^K^ARRqax(1iD|_?C5<RR}s~&#ME^a6R%nR
zi$H!+){wfc({f^$Fcr#tG|Bp^zU!XA#4g8dHL-gWE&U=Fw#qQ1#3Z^})x^dyzI%hD
z#U$wrnlb!~N!(a|;h2CN=|wTUVz2!4>bG)bq@@k?&k^E4>ZyM{$@X9g_MigPt>!YQ
zNK;o?oJLjJ4FM{NFQ;0|nz|6xWIAg`ldKEPU7sbxY*29>LR+W%xo%*{+DY7W;(<@F
z^##eBo`O0?h_5j*RJJ=li4rQh!?fd$na^-!I+dBK=^z~GrQLm9ZLq|v1iqa_)7!Z^
z;JHS{=2ak@SyZLH>nx^ezC|!d#>uup`cV7!t{RkXfU7v|?BMDrGEP=)UQp`UTvD-)
zh18<dWW^J|PT1HaUTwh%njn~=oOCsDOc3YDbry3~J%-}?y0hyeTHZjfCD*B>8p9{k
z($22V_?2q-hJsTP_svZad9QFN>HS@)Xnj{#bvoGIRUhXbRMM%Fsd87>Rxy<o3Q9VU
z*=}O2WwW&$vGbF#J<ADB+H6lcCRpIeb}qA3w+b%xaP`2tu(lQ)|C&twd%9ZTH*(d>
zlBokJE+Stq*8%yS2cUZ9NZY6FY1LO~Kb!YLEvVny^{dDn>5%w$CRv{IDHF*qE#m}T
zEIEFSh_gziW|7>EHgke5ab&lM*{LN?urp~wKUX^T<ro$^GLq`{bF~m7BUJ-GjLh|@
zT(A4N)?>w3Wjj5R&h>Zg7t{TSDjWRO4{^Svtu{nbTsRJe_yM&x0)XMQJsdmFsMC>L
z7Ek+O_c#4_ZDJWKtPY$gg(nWiNKDYGZOG@JNXj_G)ds&x*LPHR3o^p>0SgC-6e4RB
z{r;6}FKU|>k7n^5xwm0O2&-5!dATTVCCaIf-gj_Yl46S~{D%o`8&1#y4V)YxxA04=
zp1|u7!xGR_so+hGhP%3AUrovX25T_GT}@C+ROTaS-*%{1;U!kB;#Xr6E_Q_L9L@$Q
z?93=@-bhzD4fVnX58Me&xAE6awx*j{(-Bbtnr@KGq`9bIuN2L-i=5zWl)52~Wg1)B
z@4H#k%e$eeI{CeGjH|s!9<9b%|BI%2V_lz#|3xc9{!JD3Leu*t@Y30vv99gn<7iT+
ze4-cL{MMz3?0#6!1Fl7)GRr6*%>}o-|Krqyu5qFre{2=azHa6J7<-8IIdus7sH2Iy
zesnb#-(zIE93c#%>9cXJQeq79O%Nq1-=FC1{~U+R=CZum(G>R+{)t}+NF5zuknO5Q
zi3G-OLEd#y8f{r+Pk@?Q_Pg>6>hom=osXul>+W0vzbePdCxN=~tE-pzJDLyTL{tCq
zz`wBphfe>uuqJR}Rm+!yC%9URTrqqiCx+fma8(pxG0MEzDEus>V+Q|9RE<#%s2F1{
zo9L>giHZv1%N7$rXs^8$-ht6=Vt6aOjbC1)i;yQTii=T<7#73(-^2Wf7MIxG6E4Bt
zIB(rg%x7d=3=NBR)e`s(PxO?eDVHHCv=<f^R5ZcDF|Gw-2Sc~T(BCnxV*<Yl+V&be
zaFxGZjA8HNSAF~SI>aa|cby8Wy=T<B7`ivrl}q4Pp(1avR{L)FOXd1$uJ(8?rOG4J
z&yR_!Ovj1_wpH$+@`jS<7KEOkj#^Wl5tYfhJi~>zPAdB$cW(otR;|8dNIT+5Mms+u
z?_D6&Tz@npMi9@UaEKAvcta_`^e3oKESh%o+E6KE8a}GY_{ef$t!Zl<<_WQ}2=Y5V
z&UGGV_?!fsR1L8l&-S|qma1b(GZ!7pE+tY=@QXzFgt=Hj`*W_V7{ZH6QNFE#x|~iy
zGfRljm_pdve7_dLX3ujSLy#?Ht;=LhpYMv&5L8r|YbzanWZOb$Q&cJY+qT8uj?&Mn
z(+0yuD1)<1QTMtKC-LYDm?cP+bB^81X`U@VSn6sgK2u`cRj07UXvQ)aD{`4Dw^mh2
z#P;*P=dNs)x!i?!h&pqo9i~_{R=9?02%RW%1;+IfB;>ZH7|W1RQ`EL5P8>>vuM*@Z
zX|*reBw`sn!zM9<Nd$o}Q;k1RIJYu(;}qKWhbs(=7m9EY_KG9n3tZ#X@<-$vS08ax
z$#P%yv+lSS0|2;Gr!UvK3TRiE)+M_57ie8s>pF^vAWzb|5fNkxonPmAtG(ykF9p)N
zt|rc&98;w+J4OqdEzEo(8%}LwuLi%eUGW8_xxuD@4OIr8PUU-gpDM672#in>4y!we
z$R_72s(o&^+0`8JM3k&Ar_$xkXrI62jN3!4BtE#Eg8I3Hy566HMsL9s1SbR}$I(-%
z<W|hWMzab*$?ottXbxj%P2~n<mcrunNT}h?N=0;cdg>mJNmD$-HczGd@ve`>W<RW}
z&;6f`-P=q<?Q>cQu1*L*BK2`!SLVcSdjIXN?9_d`tAM!9a<0(&H12G4Ydf?}F-=t-
zRPUubToZ*hO*P_I=yH1ZB9W6nhE8K`L;W99WpLY1u2q?)!Y86}kOv4WD1i4$pv4|L
zTK@s7tp;mZ_qe)??wncYX|#L~hG?BxR>x@p)_-Ev-Rml-i60m|cA6Ep&ox;SV_CJ1
zv^*5d)b8axhQ!*+$NCZXJ_f=+UTXouIJPUcPLo}DDAV@_W%}Haz!N5*4j!o+x)~3<
z+EcZ>?qam?u<LUwUeI02cP&u;m)N-PnEYd_)t|0vns7~5c_*80?K$E~DMYgA()iw>
zG_QDVJNI-x4>O%>MGi;oYc+%x)mU&P#2}Y$spN=#Lk&*4u8WS0Z9Cm+a|%N=(bf_C
z*3ksmH$UV0QH)~|-%Y3OXIy2(cPwGd^Z?KOWmP`w%Akn_ATS)a5vN;Y&bhE5G{+H*
zb9Zt{dnZedpUwp^USV+rWPjNtK5Q<oG3*jdB<FvZ97Vo&r0^GeanmJ?v^_JVKWJM;
zw@Gy_V;Xq1qPvt3GbmFfcNQ96&`e7m&bnGtg{v+c&b*3KCmpU}jV3Qb)5?e_GpsZC
zrzUdFP;L}60{9DhvdTSG)KGbdDmY**@0e9_#3CGgH;)}Zy%Q&BKZCiocTA9+`uBGK
z=kTINRbIP8NuB*pc@w?X&n)YQ88qRhtGf6>$?|<0s3_Jv)iQmDtf@S7|Gq0yESkaL
zRA$gWx3CB}PbI@V;C&r5S~Gu3If+8+%Thl)MFFwhQ6_FXt9br5X3&@#(o{TvyTW9G
z6!18b!LypL-9>5HJq+xPnbJ{i*G#+jZGRuDP0MbgAL?))M^#)iRgaMzpOZA)#(#L_
zS7Jo&nanG<V=^-(AJnYL;A%6~=#-APK+#A(lZ=)q8tS=)E)3{6leu+N(!4=Rq;lkj
zfELnGYKy3OqN@vK?0^RLVWO)J4d~!*V*UEWRY;>d9r4G6XRgC!J#(EG3seS_xvM+1
z@UfCKzB3?;hNs9cb|(3nhOJLCy5Q^Ud5Bwnql>#X4eIUwSdQGL^mbRH$X6)IA+uD2
z<e5drYb?%rW+^+SoE2cl^eJg;sJjkbe(Q>%m4)5)ML|xMcb0Yj4HnDk+dl46cm{Q2
zA5_x!tK7fPvj}9|y^<CxYB-9_kdpq~n<59L`Wv;d+bn)0b{0kb?aC)QsTAHIB{Ew5
zr@4KC;s&^jSzR)_<CD>g0q#=4uuP8TPS57XiOY{@b8>fGv6Klcnnj<aa2FDbSjqW;
zytAaV@K{_)P3%`_eK$U<(ehqe^%iTIi7DLEDY1xKr^_z)A&MFXBh04*!)zmnJ1Q9!
z8R7OQThPvt3h{0v5b{w%nmY<+I;5jOJsYJy75K)T)fzR;om|lBZ~R0>*lg9l1gRJ5
zNHt3ms+WDBT4%O$an0G(G!3ZMWLec`2e>!~^*-&cOAXVxCs1N~PXp0|Q+1h5+s?R4
zS@_UG6J1nV%vO&4=y!CQpZt#g)=_XyZrD`h<@qc#ZZ?Nrj&n?qi~THiFnHT+t9@qo
z?qrm1Je(b*b#6xs;NYmNTX6Q5;vP%6HJj>$g8VI&rSEzm`MfDDl<%UNaL20GW)ZOr
z#kv$7IpS_?#pZCQ)kN}G=>c(lHa&_$6DZ5L$P=p!`!U|hK*LTi2<-y^g{J@z5g~fh
zi7Bwn-iq!_lxr$~YctiI#dh!YsUO_iP6_u0X;sjX98Pjda_Z=8zt?DGuNOpp{E1ch
zK9*V+au*Z$4X>V}Wa`)e9~Y)_sXTS5T@m+W_VL14eug%dCZ+b2vhbmUMmytB5XaKH
zIDaYL70Y25ZJNjDsqgxHe1F^x#{&^Ov<3Y!AKgKTS_tWrYyoP_SSq{VLqSeh@PX;y
zj*5jlGR4ElflTk0ao5-KQODmg^v)GWoyxk4X}PG;GIvQ|j<^7(#Zy}6%Hokv?K6ee
ztKze&xNEuMPPpX$jNsV1^ypLfMw+u6lycD7<u+wR!jqX$(Uo?^#q`Z7o02Jc;e9OY
zGz#m@a^ZcH0z;th55EmiqNGF&7&@+V??Gq(2MTkL(xn}(P@JuxjtVP(pQ+()pzYxt
zcf?Vn&)lDAJ6OH=Kr56@Ntc>oLmHt+3Q_snX!66}xF%8fCU-avho}}z{Z$#_Of9!X
zahqU>csjGmHUy>LV%KiW<D>=fG1WGFRK<JUHoJJ^R?(R4>SKj?KV#Yz@Ao=3n(fck
z6aG7yDI4tOZC|+SQ@ZVtU9qt{KTeUNJKWS5cBR)l@W;=#U`*hB<Zi?cJk!*@%i6xn
zO`0r-&1vNxcL^$8D@8i&0VCJyT2*dOa72359u%B&bGSXh2Cw>DO<7%bie2`)3n!^p
z``e?mrJz+uQ4s#wkAhIUgFC;_=E`;eJ0n{T!VCvO-4&_WNVkg`d}%kF)a4MAy!Hm0
z?DB(!5A8KtdkBX8haMcV4U3xwQn08nmj{IvlvwXSa{`KS&41fYOc+&y)^oY-Z0(q!
zmd$k}gTJ23T*cRp=-Q42u12sw&i95P=CQ=sxzxB18kkrXICE}*zIABpeRpHZ8sR>T
z2#-qNt#hqxeccl^vDGm}T{T43t}yt5ZH)_#*n0Hw0QWbrq7wXeE*%))E+F12ES8zu
zp7s|#k#(MGm^03^U7e8<Zn#T&gS2hnNFR@@2evv7zDE06jU`r^N1cbEq5Jj%CVJ)P
z1(0u)QY~h2ZG-D^0!@yTI&#Xk^Q>Yc+*r+O%en+5#zWw8s_+eihtE@`0^7t&?;vbr
zE)^<f^Gr@Kb)JgZjNM_GKr2t>uYNGbCWcskV_1$tn>re!QLr(d`~XVVSmLF5)Z<4q
z!IxOz`9O0tw=VzaF0Ns_X;LBz`d{;`@;|xfXxJQ9DxRlTH~e)WJ3}(hXV#f1;WkJB
zaT^GK7t<W9l%z8AnQIvZ^9E(x%B}%;KTu}dY`$Ftn)!v6y7%8Es5#U8w~aNT(8l5l
znG`W{K7AL3Hg+US7)C4ZL#@AR;0U5>SjWe>V^nvF{Un({pFZF2Y<8$N)&iirCO3N}
zt6_BZk$VyDA1K)y=Bte*|0j2%dmMPHPp55~*wjTj?=T2WGPCJm(|p6=7k-*A9MK&=
zv~e|_pp8?b;E&_nb+N0|@g*o`T|iUf+=Z~KwCbfB*V7l!h8HM58RuZ+gUuz0(aSBc
zS^Yu%Kk^LV#y876_j()z_NTh@(jFS&j=B=uVgb9fg@Sl9K}Hf1UH&b|G7^Z?WXJ+`
z?hwZWU2WD=7#y|0c5aj-x|?H>?!>;9Hi%gc6KrEyn-<WJ<uJh}7PUT5(;n1*kSC1&
zohrMhs_IC!i=6cA0xNu_dzd^!EDhleO52m0xOWVGWn1KxBevJS77>{iszxmRLS+$=
zexd4k)<@U%*b@X%ni0hp+O2$X1<54y$NrJ_Klxu0bN6wyM-OR_%5;4rDt0>-*lHnN
zIfW_7kWKD_qLmWrZN4x-R$p4y7^A1bTilU6lpL{;@2fAgDs6F3(Zo>4WQg}Eo4IM6
zPs~E@{9+uj{n-}kF^KgG`TXQUUJ+U2m|%b-zrO5m6<G-5Cm-!iz?|qZYjA!cRow2b
zD)4*t3%#T_kmR70)LO?&p{kl=uGf+(zi?OLX8rGlY8TCe6l!3(^TUi#p(^sU@Xb#5
zKJkWyrw$a3=w&bkb|d<y^W+s77O^StD;1%FsXTVmC;8*Vr9zd&cDG#Z!mmUHN&L!@
zKjQPr{>;xm4XxShu7mNc6o_itC=0H$SKo)K*JhELW42rr;OMWdRr}nzHH>MM2E!Ju
zJK+976T=+A2wx*PVeLqAnqqUBqOiUo!NctZfNY1|ZLme5Qmk7<vtGILiFJ<BM>z6B
zY^9|9eDuSgsMS}Q-$mw^;RyI$WHrtO@*9=3*FJK@eFXzurOUfTgburu<vr%c{`@=E
zC@3*v1xUWxsDCK<X8N5QyG)c2>M4ow<$)}4;<mb&BFUXujDi)c^zUkC7RM_k%o`+f
zj3dcWTuHN^#(Xd0l)Dx#(JNW)ewQ`%Gdw1!WVQZ1z<1wTnA5B4^a?!UcMDVb37R&-
z5sf_!NoE#Ho@SGo#$;O4uOItMq#Sr)aIIvn|DD_G^^PKca3u3Blc{(S!^-O{=Ca~}
zow<wdg4pj<WG)1f8JDC9#`NvD&=#xq@oyYAS?MlC_}h0}=^9*duhaf^6!MeeC_*`D
zmc{I_EHtSIJQ0-P&$Oy8R%F$tdIe5Ub}_rItYd;-9NCWJ@~J|CsrKjnb$0{NnFV%O
zOiM#NSqOhiNmFlNg4lsYw_P0I$?;ThxWE6wlx-}xL1S6SsKr*@Tkb)!jw&8OX>q0&
zeig9{o?&yw+A=s}G`goq(n2b>GHj#GbfcrliH=OiOQuz6^F6e$H(AWp#oUwhyYEgx
zU)*=+LB&)$UJB$l*}}x3fQG%p@Uo~$?-vs$4HaUVxIdRouHBeE=<6=!|5FuIQzt<<
zK_m+?UYU||vMpf;XQPBFAbW{2mk21tl^FKv5-!A_DwsD&H=L7jSZJTjWTT&;vFXZU
zzFfj&^E^c%#!U!h>1)3vz>k!)weimz>;BuVU}I4!K6;64d@9IUrTS`HVC!@D4g|-L
zlD$Ear!et3oPL%~e3qjYQ<FBm@tk7w64msgUOP#j=4b;PXLybF<TgvVZqrZq2K28h
zF__oAs^ZCJMZR%o)I^G<vckHxrQBuG?04=>Tw`P3xwi;ysp@~O1X>JB>$3FbRB1)%
zQtl>09kH{L)YvLZ)h^{yJ_S?35kK3J)eQD*%l9b8-8tLNOWCvc-eW-2nPqhZjU<Ds
zxV5c4`LIdJ3C1p^WtwLXJzj}={jKn96Js4yVQ*Nno5!hQZFaE=>kG<Zu3FO1L0i*!
zT8r(RV(U_Bm%@X+Oh@VS9QnmbewC?GN>6=pm&M#v{IXKzl%C{tIwb_&R08pWS-Iw@
zF>60V&<>1(#wIDLF6!6;RV>*uYlho14G%9YQ|`MKXqJUsEORqB$1<w&Gfplks4ob*
zC<#A=vscn9En|L_R0^mwvbE<wyWtBYp-_1U$V;k)Egs@&favy0Lf2)og{>vJvU;7C
z1$b?Vg%#1l8UouZ@OR5BEQH2r;ycc-6V2=j`f{-sFE=R2oMl`B=P-vLdCQV=*vTp4
zZ4U8{8Z3A8(GsTQAGG->S2|B!?LG^<y-W^Tv(Q>O$ihG5GYj58UMo}5?83?Hk?ZV_
zJY#u+>Y=y@q)D;d>hY0h2x{bVm6-bW@w3d!h@8urC4L>GuTILc2B)a9oIQnKnId(d
zKA1B)w4p15SzgEtmc3bE_vOs8PZnt0eYq-JU6u!UZ>@DMizkbQfWwN`56i94Y#v;%
z{6V4dh+e}%eqM_hGSB8U&yQ&R6%Z<hfUH)CZLcJ4x5;dG%yzvanY9$&+f$ShqYy7(
zLtalRnwSHn@F5GlyPPWLLr(Y`LaKc1$uI6I(Y{-Oj5em^C+|0X>^Ulo6>5OvT0sx<
zV~~F6V^2S-nhQ@?yH-eRXtyZqaGRgV&)D26*l)T0i0q?)z!FL?QIiqXR`3CVY6{^E
z%72R^wT*$)+KLF4)pLbpRafA*${Uoy6#?Ga_Ai$-<S78<qZT7f>#v-4+zJb<vTI@-
zC#L&j{9G0@Vu8&CzfyYYK<No`cKEf}%h;VZEBrcOw>z@h#-*?A$Ph2xFYIX~9<!|b
zE2wJ`PXTdXS;%)MFyEai>F~EEcGzEdykr&iWT)?9Tn$9XO64ohN}5^JGeme+s`46?
zb{Dty1sR)nCHpF`!fJP@{4cNorVA0GHX~}R<P%Oc9Hs4XWVMr7si=Li2UEIfe{oL+
z%2FInU_X}HdnJu8?rA3Q+i@OZp{xw>+P;)Du^xhS9J*n;X?jUdGsJX2@Sh2s_UDxp
zTGDeu;8&)l{S*97Tgre%HYxcFK<Yr@2iR%*8M}KW7e)L!U=KRd+n1!tNNnwK(a7o^
zlWvvqd@i0SsqTl!QqIU}Oj%FH$P2&dG`6fKvv|lhycej@Ve6L~o^%4wO=vUG%owYz
zu=1YH$>ehrvoK)1M+Kv0&BKELcw|CB@~`6Kmw03X2yc+QBZ?s2mr&T6s}w=`zJvqz
zC?(YMtk-%lw#zEIQ`K_=jg}Mkn4>WcOJktPvF*?TuS%$Ve_ciIt9w3^4@t;;e_9pb
z;S)Azyp=9FFZOfBQxZV?g3u?`F@t<6pg!J`P)YW#QUUcfyd{AY+E4V$JiFw=VhV9<
z6`!@d<wyKEABaEec@}GK>bMNqCST2blap_il5u&#e|vUZQkFftIwYZ3zHR9Fi0U`=
z)Y6Kwn1ZV*zM<y}tsslZN3|DuvRYjld31qSZ&XgTS6fpXdwM3*YAcK{-|7H!oKHy!
z@nV|Ri_zUyvwyoOur~;Nf&KdvW4~X`{{7w&dy&3x>Di!RjZ5;KyPCSU@?6s9I$|#=
z|H@6MEXzGO&)nKGP&>>C_phdrZ9Mh0{hV-5p!QcRUt3RuWZDA;-&t+_+`)4p1zHnn
zR$mbMs?AlWjuv!E`3G}NNvkZBlOXUl=9-VOx&C0Txg4?AtvlU4UbWo{!68-uuvf))
z%TvV@d&2jjJv^q>tf!}ghU2nM+1+p~;#XwXGYOaImBKy#pa;D%MChR;VBU4xg6Knc
z5a27mSx731AME*r8a8z&r*nPL-@F+PyZypRfBeJRAK@9RA>NA0y(?5qGJMAYN;z-D
zqK7oh{6AFFjI$h0*gJBXF+y&^O6-n5xTs^XUm7t;?p;S#w<vD3rxcYR=xMJ#QeupI
zev@S{M^DOo(o<LkkDKlf^b|pzl9Dma%C-%2sXl`|K24ZwDB*>fS6gE(8Vp^8dyVRF
zZU?e@z#UG3HL7#UvxYmIJdW6hij}CfhOV~2n|-(~(l|vfQQZ;y$dT23>8nz-c$g;*
zecjtrTlD38d#$0V!!S(f#j?7u39x*kg{2L=XgwYoH$h17HCF!-a%}pOBN{IR%L&sG
zmb}nrw9pazlo{<~?5;J;XqO}QnIoe_>8EIs$Pyl`p$=m_O~eBw0dLb4IEd1>m6H8i
z`f|~zZ#~87o3Wm$xNEN+_T<&|wRT-tO)Cd`N>~6?)bL<jm7^#vcLQzll1pJBl~Uwe
z%cU@%BNiJ7vJ`&K*w1jV0sg{y2Pe6&9ofC$))hM;UYh?S8qxkNs}F7&j`I{krIWHS
zky?5TJa13%yu?j<$w~aO)=K!vQ(Z&lQrYzc$0U{M9n)CG;NNW;zdK_8lC6v#X5#=S
z*t1rxa-)Jd3IE%X%UkB6PQ~0D?`eW~A4=0lYpK%&PchUo#pOOdI%{(g-gT;0nCqB}
zFxROnbU%>G|0w=}Csq_;aDjC(ZAA%DKtX*$P(1MFo23mGbs1Z09T&J-j&cQEHT3@+
z-+XV=kS_vXs-N6N4Wm$T2C~4u>u7hBr-;C>meMRqjjnpKS~a6Ra}cb85#!fc8{<6F
zgc#3|)awHLg7|9#^r>P6gO{x1<^aD^oHr1Q;HBy<rqFYqmf{en*td>4v`_xAz^_tZ
z?{(O+!VJ$2aeo~hEr|FQ>#PDZJs)Y}wqyQoN6yJ9t}qU%sLfZ!`N=Fa+i9rdLzJ{s
z7WJ6z`2@exIX=S*Af&sjPoq7{HLVz<3t2Y*LJIB;f*Z=0T73q8ZYf`WuAmt4rMd?;
zxZx9l8K}y;yTuOd?kFt8k&Mn{yb*YXSB+R&F7!0ka0OD5`OTtJ3q9rWtH}HsNG7$*
zYPraR8*{4|z09(<{O(zer(HPzAUJ|Pz?le$rbHjG*qH|$Mf<p9Vm7M4cP%D%*HLg9
zM`Ed&n7R`f8}ISZyXDx|c=Zti_N7~|Dw20S-C2(2(Ys!;3t1oFs&uZ%ZA;Y4&mLN`
z!t<N>M5S^U0Za|o<5zm>k+l+~t%#$5^oaWT8{R2s$hp-;90&OnbX^6;bJG1^z<ou%
zdOCjFHiBV2*YnZbo(kp-QYwQZ)pSg?VQ);F7Og>NrdUR^z)9<g)}T&KVkIX8vdrY7
z$}Mrhr1o0R58@A%LSJDs{Iv|#T<a-I<<@y>iWRI+Q1Z-NL634)ht{)C4>83FboQ;E
zV#f7Y1ANS|`|D}udMw%9cNB?;UJmU{CPh&_@}rzNWCPYJKB7rN&nwbwpvN0LWl#gJ
z3cY0J)EkoeG5WQ=uUs#?i>~Cy9X9z6xfQ+9lS@NH4<(@32J8AJ&k0#8r37!FgnFS|
zaKB)1{SDm7)mK<8b#zhPzGqi|o2M0`t0|GaH_)+d$fCES#2k(sv$Gp<*QXn9)+;fQ
zxLKOuDTVqd74uCDpjI!Zi&h=>gwmD-&m)9fQz=$$uug9Gw2+ljaS2M2i@6+U@Sir9
zKbgx!I+Q}sN*6v!o}MCx>n$~0ACU%rxPhJw*FQ#WbP}1zkxWh|qi&wSV>)Hq1M6g@
zCm|4+ZX?C*@ifG*s(HSRNj+9CpNqEsg<b4;k;+Z&_j+z3u!TzY$wn(;pQo87K2hns
zLFw`{w<Zj3xRDEELq}`@8uPPm_u>OMK?Jsr<X&}zV}gQ?Eb}qTSQ%VYmCI#^(0Wc~
zfzcbOz+q2i5zQ<o2eK^evf#WB4KH~pa(`^J?)(YIi9a0SMO-}VJIUyy8~KXOQ3b|x
zJ5$o282<J%S`)SZ{)}OdZBCDwQ;-TM?haM0Fmu8k+6+|q1lq^Un^bf8(I#4Q!c$Rv
zv`INF?WO>yed4l;o%A%+L>Wex*kmm}h3TUxq2S&icyVqxnr-4|bvCiDzHk&>B5BV)
zh{gBY#65dIN9iRUiG9Mv)Eaffc~4t09nU$`H1oQ^M78KyFL*Li+6$gsf>@ELK#ryT
z95=8MYyBM8vKB$`GCUGH&EVskRPTM<QF2*(B=&-_Pd0IX_ry^y;ut!(4Z)A(s6@R;
zuSO;3uX(-@SvM=+W!y~7ucNC*{VRY5F8$^J-<79q_dI`#a*Qpt+4|=O+8kNy9KaRW
zb1fL$WHYyhsC2+0MB0j+Tn>AQA&eNXndjlCWe(CRIdUnVqzGoYiy}CaWlh~oQ}1Fn
zf(j;O#RSr*!ZbE9*7DOp{c-?TW#^n_@X5{6IS4GHSj5oh`MFV#5U&{UY_swRUK({0
zR^5?B6=o4X*7PCL0In>3^B8Sj_ASaInYYlJ$FMTa4i-Vno?%OXM?P~=yZpGoiA7tJ
z>OaAvZDLBjfhf;u%WR=CPdpJat_;$8gVNSy2endIgyDWt8spq%3W~skuZsBnGn9o5
z+QR-B<S4ARBeTyGGZo87h2k9l9QQ9~v%KkBDCG-J33+@_DmNvNSRESu!n00n*}~7^
zY@rS>J&O=M)CpUciJae}p2J}tr<unTI$Q!ga3kd-ihJ#8F5aljbH6}t>U2|za$(^`
zN<@7hH71I~E82g+gONCK=%5(7bB9V*Cy3~aHyCz=QFu9YVp+FR#9I)>8N_n%V5Y4B
z9&G5MON}wGf(O&kg?CsZlOB}M=E$_=wo?2%&lGtQ5ox_aX&Wix^4T1TZLyWBSPMri
zq62yLk@DFbi5;?)9|#`eh{ZWv2aXMcIM#U&j(9Lf%A2{BcD@J4napuoAjhT{QN>|I
zB{@d-(}&4-bC62k1eo$dMe6TDk5o+4hstw`l4_8MW{N6}siue1l(RT7B0;$5+ps!U
zKz@q_VMCNUuePetu$1#Ny;QIyL~wN=hcIulRYd5VQHWwNsh*zKoqe0#-1khO=ckS-
zkY9GXS`WHq!Ivbf0<EkIDfCV<w1G?~%5SrJxb(j?9P4#Lw`QlcQ(#(ATeojeRry>m
zg+p^gKj(VK{WA@$BME;mGGI{zT!M0L>&T@QJ4!xuscKzaQ*VUjS*6_UZM4VK%iu(>
z)Xg^|kV$(Nb*%3%jNhcv3sQU{rmTpTA&G6-MwwITlX1jX@d`@Yfq7kKUfCP^c@1a?
zUNh+ThTw%+OkbMY2$V*zP7#Wzs7`{ubR^ZD9i%$tBZVP6&ZjpKx#Br&M?8h5(W{EE
zcs1n679ZfB&MvxIFoj*k{!XixRjfqSc-6pGjHjQ|>dQq%mDU@SwhNcL9L=D!y7bpZ
z!EiF}a5E;9j{Z!qw-%#V+OT+P@{yj0=C*{lf@F1bB-S~|TLm-djl_JG78g$oGU#Ol
zeq|I6Zy>K8uE@jRhf?*7`dqPt6KsnoUnYI0z^_b@Ixs;`MMhjzSSs4q@1jX<;i6fz
zw=Ec<skB33zh{x};#DYYdfFb0W(5kwti_=&^<Y=2r2>w?oK<g(Yh+Klq7Z$YK$WuT
z<x$DPJEAIuCIq-Df)cXnCvgo=VJjz4e0Kc~DwY$rFT18=C%7i#YcvTG<O>qmFUgn?
z2aJ^15eaHcNWQLM6okjwTn9!G%n0}Uhhp1937MNfVL9~{s8>q2*gzfwW%u<7CFaz>
zL-Y`pAOX3)#GV`ehP&3Obe%T6#A-PHSqi~?6CA}1Vv0?A$kO+>P0<^a*I+qC`C4e(
zRdN0s0ZDLA9>)Zo^g?uM2YQHGDH}foJjp;u%0jc!`Scbd-*$@o91G^#X+u7}mB_VS
z)-7+2?EwxON-gv2o5W|FdDZPyv4Fl>RCUCD&Bd=XV>@i;v3v)G#lg1Feo0$CF_vMY
zw)1Rjl%vSuj(mnnK2yc-AaDsm*rBoNWj>~ae0o~?rifle%va)ka{}3nbdl#v%qUf7
z>?x*~mz{A#SfGjvW25c#u&BOH>|jlTl8$0m%^z$x6qI%dD%BkNd`JMRWIL3X-rKC+
zJIWgE$Z8~e>3ln3zdRLNPESrFO6ZyBeGkM1DxgH`d3M-ziy-KxUX;V0b}pe87kPG&
z7J|do03_+X#?r+S`ZZB&2XBw;Sa`Rju8Hc7*l*c`U3XBzS;T(Y!5;k55sP<8{4;0q
z9kU+2gMEo#2SxBwg+tlIt2?r6s%?L?`xqgY!+TqI%IdYm5|+Af2em4vHxmnYr~*1K
zklv5h%X0bzP3&Xvt{v9$@`#5gcI}|o74)s1s}i2I=VkdhJ6)`(>puCX!QBh?yvUy<
zvZ7ur?XC}k>vzvyfAE(*FYTaDE9qT5FBtdiUlEz)p8`bKK1olZ<@Jw9tE}gO22T2p
zV-x#!s&W#7qgFDsLdZ^u#a*?%KcG0NXib}|pi&lPSizlCxhg~!R4{Ll2@o9A!LUEF
zVG-f-ThVMMPp@~<l4^Q{_yTAC|4LRe_0E8T@+-BkuJ0FvRF>|3_^2ks2{rWg+@5W(
zp?4Jh9Mg_xR+CxX2{tSI%6#abUjypMN=7Z+$)yFq4%+<YND9%YWoda<OOFz#S<G=H
zudPoM$9F1o9|<Hi2~R-j55x<`KG|u_tfQyX#1lvGWM+|e7fniu;=hZ>+gL!3#n|u&
zxuXJTgzr)=EDW>^MTg}Qz`Q~EBk-JqZxAL}()jm*t5ywBYE&(6!BU&-qOgYg7YNj<
zq&C_W;Hnr}-%!6VhA?)(F6&SuJ&lI9Xq~{stfCk^(PlM~Sv4Z}v;bDC8MfSJwcJtU
zR7X~bg(g`w{1M#@2<ddBDTX>{S>VZCRHvC<7gK9x&0~~pww}$p-wb+-R|=v(14-48
zujc7O>gM`vE_n}H=oY5jGNtcWpebh9tLy1^D{uI45KgYH`*zFH5DcEFmREA{19HW8
zM~;cei<5Ke{kWnkfj3C{EJvc#ndrYyP|RtgcM+{vgJ!!aysh3rG*bc*AAHL^82Dye
z{j3<uh(WupJMDBd!h=}J#=8TY8)q|$Vf191(PUOI2s}ql`#$EKgEgFB<!;_NSm~Hx
zt|OyZX4If7)-P2nj8_j+($Y?tv@L6(*B0k@^Ha3D>6cD=KXID5ouDO4z^y@NJzl)w
z%wO!LvR(8u;ss}ZB9PhwE{YlUC|{-B!;N3sJ*wsgVHYOpUrO$wxSF{2vxi%ZaK{9=
zTI5jGa8FSdN*qk_QCMF+RZI^|E84IEE%wl;9(sMzLdioY@DZy(r+h!X5Y_9YcjmR0
zVT>KJ$I9PJ#}45T&b;ZK0H-ZsW>Xj(WiyL%#4hCl-8#mu-lGO|Vznc7nIoyiOv*o5
za#MrBI_BVg;j_HMaA5AD674<<9aS5CsIQ)pcJ@UNa+ax{qF*hhdRe@KaZjYk>#@PV
z;_XrwR{wkS*Pn`4tkkJMvMZTvroGCI>GyIwnVxd&K?4|sUBv~o$odqmMQKh@d@p@9
zNY8`k5u6gNc4WMQ8LRL>D4>dQGtrI(w%SX74%Vw98mknDaQ!{Eft)&Bqegm1dLcpB
zPz;u~579S>5qtT@-(EQ}%tjCU!*=*ujNW{OE_di&YC06ZllRi9p?Ve1#JzBI)}HwD
zyP^68yhoyxZZ7|-b@xA-wU#Zin)O+3TV%Py`hu|Q>?w=fSrJD##lgM2vvSZ;y5(q+
zHEfc9&zSu%5}ioTn<;9ES1k3}UaC71oyaqmni#0_2J6O1{fvgS+Wto|ar5o7ZhfOC
z3e8734#ST@XzbL;UEAUeF1n9>Uepo0NfmId5o7D&b#6Ihspp8@?8t4yhgzF~wtTO*
zf!U>!?m_$P65a0yUB!tDq2+CGm~!|JsG5T~gZ{uIam`jb{e%7(FU2U9llNJPKk8XE
z?35^$LEvr7at(u5+ALQ(V&j=5PB=>Q9ky8>cEsY)uS46k)vm^EQ~K!PFZ!2QFj2Bz
z?4z%L)$8LSB&nnCX&|8;E}A_cWvEqnyq-bBO0ISX*{9uaMNH6fpdc+hIgdK<lro<|
z*<LX~{{=5xC`kBz_F1?>c!Q+wVm6H#+h9NYtbrpIoq+?J9d>y<g%bpbF_)4k5>ac9
ze6QEWs-)6j$bR}U5+TTku#N*M<4x%J<|WP{z21&H5PwGNz3Jt6FrUH+qV`(_qvgmZ
z%Aca%Ek7$9)R4qi+pKV+5xl(v_XjwCKeIZ)*dsQpBYtVFyZV1FW$aZn)S7m-sd_Uk
zIjVeK?WdVj^%B}EmDcw>FrPy%etu28!cbwFeph5Vz>VVptKoDVZ?L65pho!5snP>5
zP_H_dW=Qb^yoFcXkBE2(1h(*ciKdKbbbz~vMhf8#%KHcvnyt?g0~y=*06m|rFBN?q
zu}78X<Z(^wkzSb85)KYqo75~0{ophf5p#eJ$LZxo3@a2#m7YPNpW?9(xI89>i$=`R
z+l%!F)Wv4c0ej4b$SQMCB@52g3yC%Ugb~keZ;4X}_-&X2+~pr*?IMvnNmV_Wq_23+
zx+ES@eT7K$i#+u5zb-p&w-)jqO;`jTBd)tZZ!WSNq__mUQ+JRKEx>Ft!$Ii)k?tVP
zdX4UFaS6O!j0kxyYwSWjg(k}4i0~zx;yY-qTBJv5qT~no!gu;Y(fpuvCq{FPQW$wf
zWA)LS?qGoWh|BU}Mm$*IMgN05V(IUg;QR+~TzT*JM($<kduDLzDF^BIWpKn4P8}VX
z-9;+6Tt6)~GIrfTDzrksC)PP)FLD2LhFP3o7AF)G(U?akH<Iibi<daTJ`AHRTlc4q
z60bP60T<a5i4D*Oyj+c?72GiPz+jmUQNKU*eE3yEy^jtB815Qf`a^#yuNg~h=|k2(
zYjj*mEA0rr&P{Yn1~)y#1*)mS;v`5N9bD95DBLQS;sze#J=B4Y(r!A^xW+UPOm-yI
zNNt3R+~sJ}E<G1*PS6dyv_UT*rX8Xj{f&~T1DV{m>TlGuYsuxan)J6w)kI!5h8FJi
zz^S3wm7RKZtLSEZw<gxJ2ydW>J3RcyEo`O!sY5)W!LLJpcmEy!Yd9+@`943y!+-ob
zB)I3u_cqQH=&{rxgAq=X6ZB5BGJ{ddoAGdfmmUzfb+Tq{$JB-TWd!u<PW>Ocw^^@8
z_~T}*a+al48H|#?po9;Z5zWtpG&0~HeV_Ti;vXfU@-=nL04jqID=P9CC5R2y=dmM|
z2OnJLqbr4zyJ^!-J#)-H^g0M+1)-EGyWx@kT(#5h&!zkH0@%S&c}xxD{KU$-U;kOt
zu=OSt+IZMHazMvB%^R6$5c;X@x(kdxb6B}fzM};7v03f?7-jRrNiW*@G3=p29L~#W
zl*0G(IgS5xM^BiKI%JsTsNR%L<U*>rqu9HdoZDz@g&sriLRs_Tk4sPJudO*J(3+tt
zT@5!%Qsw+ccGcI=-TVNI8=E{Q-aqnxN=>5*7^ziHLvIR5UH(j#fvOcWn$X*2xLNYq
z8GQ#8DP)9O<<9Ei8XAg!Q#LMa<dNOT@WMu6ezr9Id6XM(5r{c*9<BcF^LhaqPy`xQ
zyP)gID6*(g%o=%F?~K4y#gK#S0cm2mt(A2p+-Rs#*W3Cu>}G4_Ve1k{sK6b40nTRi
zF9j-#iWsR8k|&|Pkz3~5q&V`8mqU$VclC~lF(uQ`#FB=G!td!>=)pi7HNyX8r+%ei
z+ZMF26l|~FBUaJWH{R2KrY5D4{own0B%V8wnRr_q2`KT&=;(c8D)lde{Ciiz=3PP=
zqm(ZQgd&D;p*iUB-?)aifpuSdgtuSUI*Lu9Sa`o49FUoyF~_kqtwPp6f26mLDG%jF
zKh{fY7nBqPY3WuG9F`8is|8oeY00e|i8`X(;Ej1{uD3_5c2D%h8s0ilRL%xcaWj>$
z$`GpdxiTIlEj2Dt1;RY;$R~4$VmmrVWymabl*b+Tb--dy)vK?_N^vi+Iog6#G&xE|
zUh3Tier1Z(fzk~};w~nRw`zXH0}V1`efUv(R8fK&<~Gtt7sEY?QfZ7-l=HP-O$<LO
zI}zVdfRYRzLfq705Dvi|e67F7KDClF)h}li#c4(ltLt0cqlu|1y*DU*DrF&TPb=!y
zQSMhP$GlRzIegw(2A{-@D1^@wClwfTm5#NItQ3;Tn1bP=68G#V{h7&FC!RTG?Q^tC
z2-~GdOY8?!ex>J*PBhHu`bKS${g@n!P=f}BCwi|jnEE$BYntI$fHm-VWJfbh8lxM%
zPiEAjiiS~NlvgSBGQg^ZHq5FuV<oM4i^aO=WX2j%=9ucAgM_71rV*`FYSHW%o2Hq<
z`hu|O*)(D(g9jaB(+pBz%vPp1MHx<&$siHKh{?y;G?N{(&fsX8v}~Hkm6Ivc<f1Gd
zqbWtVK;e$_7z4$IV~8!CqNF#_CYjt8qT+;W;`}kSn&t7E0juMh(Ved7Mq9SUc+=P?
zPP35IfkHB~E#9#5FKk=jS7u0cT7#VoF(@(|SL6S*$C*EV9W=^{;D4End7>mnuyTFt
zIGZAz!9h7^b2LRJHpO$FF;%otdFm~W+wQF*Yfo{iloqYLmeyz}S{zq3rzrqQYEGz|
z<G)?VYJ5dS(izcW7%M;Ixb-ldfx++)mChTKE{shvg~3tBxmZLw=8?lL7V8+i`Z$|q
zwIldr+bky-e8e`(5l1a@I+`Vv%@Udg1??TIiv=!N_evHcM!ZsDwC9w$3!HWEzB`Qt
z=2(u+bb_aBCoFGvW1?IbIocDQ!t+3D<zd#P8C?8?VvThXiS-3x^V+PNGPuzR#TpAE
z5)2JuyZI}_Kt}XEp-O<(*D>q-j#P6q)rz^mZ5oS-IYIyAg5zS87!i4bGWIsITDNke
zD-`QbsF|DVggqiHlFvBH#lC1h<2>$9Db|troTQ8tV%Dd?AUy)2+pLc%tS<;#*k=8l
zl}SVz8C*2c5nROfb()jP_^D2E6-aebHAF#@i#i&hpfZ3u6TZGM9w;w+lBaSfsaz4G
zj3}u@`93)rKq%Zz?`nsH;%P-=lW5MFH$F*QiW<*FW6nG%#V2fn!Hn&Hl8bwPN9n~?
zKPn=z+c5-_N}MN@vF(3zlv~1)R5*K8&Cn+mH(H5}obS4ml)i*fUaV8H@Iv0@uTX~O
zmoRpSGYS!M0z_5o-l<$zZSqzyKEfe6qYnL3(ik94u)2Q)8l$wEuPD4c$umEwEjLk~
zI)cln0nZ4$<r()41_|C%JV^JFHX5}hNOD<6a;2D@+Vt&J*64=us*+Xu6#Z4!Xod(=
zN>+(e0WSO0no`a{K*E*`ZhFcpP~J!>ux{^!F0b5$Cp?wpfv32h4pdlQkmL$(Ds~{{
zFpO{&c+x5Lw7oXTQE){^N{AFIhi~dp8Boeh#i|$$F#A&i*Po)_s~D~Dgs0RLNAwqd
z3#TDcx;>KXQ`PuL!;DXXPo1)sRWtBn;wjF4ZJ-sZFt67Pes1%6&b)%KRozMMLVa{v
z)vz?D`NVXZ)2fCArKsjeu5zHiGE>`HMm<r11(rQ6otBGU*D^j4_{XF{m=>Q7@LUb6
zUu|QECR%ff=BF)h9V4F*%^8jN|Bg<;i0Sfu;}`KYV+Nn*`h{O9&>JYQrrpF4gCkFK
zcY<Gs+-o^<s==Jpy`U@&jjm!V%i4IFmNYb)2>iy4`VW)Ots0GtNKIToPC1OcE~q8z
znpL)mkx#RVH8DzP;*4X;I^2A`<y>Cc^zbWlA#(}}gd8~FXm-cNs8;FDFeUsts8Nru
zH#b(}WVXV7a)!3GFpdcPDq-tp{C6JtInz}yuUyKYnRKBQ#?u4;Nm(1Aw3L*VXJ~gT
z3=&(Okp%-Mg^SLDPTgA@yAjS+BHUk{vAc{TZHykYr;RaKe5JtNX84k%w?GGni4$hD
zN^tZUc4f39_6u6o&KQB)4+{Io8EW3%$R+-8#5Q*HWJ6jp#>_w=9gIri`{dN1RI2RM
zyMs~Ob3<yCwdXbDKh`Yfy&R}yGq%Wbd1Y~CS4<qkIvSs2z^?Roc7~!l8b!o2Hbx?4
zSO#N!^rf)^!-6rZ;UM2xdi<ra4%;PHm!eK5Qn}?o%=#_mL<|NLqUc$k{}=TmK3@UE
zwsuB3wE>M`fP&S-EMiQ`T-YD+3t9>H1u5G?DvQ^TyBh5<zmVzNgU;ICsMpQ#zkb}!
z$bxMUC8s~dtwMHNx*30B9H4TVe3sUAH(p`y!$xfV!<dH-Uw%xs^6dX;OrKQQw3Ys^
zSJxQ7;1zF`^e{q%%4@oZ{U4vKHF|=y`uN~1E$MB1jJy1{+)L|>65{e1N@rn~uCD2R
z)yMckWH`rT;&b$@k5NdZJx2+7k|U5{K-uZ!rbYMg?8EmF#$-_vZK50)pQ9>$jaU)R
zDX9HM+ti{li);X#?6L4GMbg+!Xi56>w?5~10T90q*>!bO!st|O#cv9n?3Z)@qbFlS
za8uZp^vxEgvUZD6f&Ltbj(8o5U44!k4?;(b-zqIVCF$-~=rlo|@(x>q!t~D|W4t)Q
z&?Dz)?O@|~fnNok7!T-QvBIRSLyU3a={b60U{H0A`hA7*$|D<fI02~Hn~VtIJ+JI$
zo@XNXRbsAgXVo(7fR$AcDd?Aq`h5*km*ynJ&(njijas7kc{T7ac0Rz=5pJq78K(9t
zoGNC7QJdZlLnF{srPmuFff`G6q%DKdsYMMpEYU~_!zH<QyQGFA;HQC{UElNSZcAT3
zpzIz$g-Hw;Z&MiWN7UW>-?ART6%+U0eDwJ@Ml-SgJO@!dPy4?yN{Kb+DLi9HN!q&)
z(swlsu`S+rw6Rp2I?n^t^HgJuaa$Z?XzD=TgJ{wSl&0sbQz9#!=m;H5lQyAsN<-Qq
z)cI5wxE7?MMu$-6SJ97$*ace-!3FB}7hK?q+z?_!9`b#T=%*@K$qTgdd!sTo;$$-K
zCl>;|Fw`pbgHc&v+ggDeU$A1w8S%;FUW3f!6LK9j7GVukeeI96MI0Ezjdv$e!&uu$
z#{On&`<uf0g0da%j%=7^7&s`o%PvGd&(cm?<|uZAYIbFX9(Wu)m1B+!#2Yn{6R~P{
zh9#W1Kp~Sbzrf~#RQo6`KV@XIXp&J&!|U)WlcyIfPoyzaOZ)VL1^zv17Zqg;b(<Ge
zi>=e7ix^C)(|YnxNsih*y+HM&jbhl~w6nQ*8l|9oOVgwkOAt`2%NZ;J^jxZy!~+Xg
zFT&bKKjhWDQ1|ThMze`NlR4xSRWGtbt2$!GP{JakCEip}*bWzYPqc$0b}V;ILCy9k
zF3Ree&-^ou_B8P#)VnYf4fe5_MjpCy5f=N7GF$?Oy0eV?h~uI1nt##iINK<qA&`e8
zk@h=jmw%5NeD5CoC55*{rzbhfV=<D<j*HZ3sa77xHWl%pG(Rx$n~c4xi05`h{-|h+
zWS3N{^WLWY-Vr;_kv7hT%E7P-YOrjjq0>i;jn669O>m#I*vL-<ZlW6JyhMv{8d=d_
zby$z#<F8ANFX;OvXnSg1Qb$#(?=8bk$(I@z==m+IyXL$UV1r*U1RNg{CAwZxhgHQT
z?!LsAm-z5$Ao^FuUVO)#M&n5Z86*V1@}MfMyaW4pTY<diFksdty1W9z5d5l>tbxKN
zIFkOENvn%@Al*{zV_CZ{QL$A<IkD@K8gOq9lr@nWtv5>0zSTxO`fiEQK-@-_h-!?O
zpLI6ChWM~mTvthbK}jdE1@P2^?>Rbf?XqnF?XnucZO7^{XvrQ#%c&qD^fL1fRS0j8
zyhw`Mj5fY<Z=(ucd5|(ih0CgE$FGy_QI2-NtMhQanvTN^2DPz_dRlju*ZDFXx6sFR
zW_cYi2e>pw+Tw`z17pWtmKL}u#wx5Y2un8kc?z5?)=xfGp|y^b_}Wi?JImX8naOYU
zBSPN-v0^i{yTXVImnqK{<708bk0|=?zr7R2QnGBTiMcA<9e1D+#Qwj_L{P~qG-N9V
z1^Cs%@oMH3TJaYqHYv9m)3w|T$#I1aY%?YZ{7Q)TN`MJw@=P3IB$d2MS9n~5UzQiW
z%KRDR)W^10m=J#L%n~%SxNN3hY9@AN>SADvMkj=nhT}NVcUS2A4x_60?usfTW2k;I
zGn-VfZt`f&ziGLEv2$!y=P0aiOrWZBY*lwMINnw@-Y>X|%lrj_FO{m7Y*jD$KMr=A
zYJ|AN4NcY9W!qk(1Ges0`C!HrSE=?s3|mrMl}ZY6mEL*GtaNjqF;2^?Anu%3?a}Yi
z{YF9ByWc1+aw@b>;7gLWa-pqe4HjMHDqFP52hq<%VA4+fwf$8#Y5NaflczR|2M@*<
za1l`3Pb-fbUYdQ_a7WG=TpRt5)ZhJsU%8cs;r)e&G1vV;NyI~Rzj$HqoPQb{v_%Y_
z=Lh#cVzi;G7tmY|IAXLD^ZY5kPHQg0F;!)m?N@m&wcY=5Q94-p27kPAm9@X(|F}Lq
zTlrCXSUL7M8UlmHWQ2mQYqs?|oIqF9`~)`DT-TJXlV78T8DML?-JOO?{)zVBuM?OC
z<X7oL?rXH_q_G>nsy#>!F-c6lil==w8C&fdt6J@Y;7M6v=`Q@WBP7WtxZ{Vfaap<W
zp33Sk60j{U{+~5kARwGnTZ}_!ud^r@<5VK;dkW7EV~#v$+|m{^V!<_Q{COi6o^JF*
zUWCDVd->~5Tcw@;kGVdE^=|RUYu8w#YyOWVa<cV$=7d7(?aw21OfOZqg5~s;m$4BO
za$WV1p6ir7!ptl`R1}`;$}%ah2UupKm2kxnnkdLA@?N(dUd4b=<W*>q@;Xh-3!|%J
zLA4oE<2oM;s__A`EuZ<b=ysi7oV(7-cKY!3&-`q@<OQIun&vBQm)|xTiwP|9=j&AP
z4m!D?RU!lwYhTdJX5pM9PQ))|$fE0(anBg7iA8=)SP^rP*ss2#5I!jaH|$p5ygvqV
z#4SP$mBk$vbmKZJc*8HJeKEFXbTR0sst)u^OFuq>LaA>kLmD^e{UhUZVcbwf(S3tn
zg_}jF-vE({E+-n3=*VYg15sFk_53&NsYxtVd1;ifTu%&yYR>;5>7f$lLQ#hW*Sx_+
zvF3-bf0cwSd+^sTs6MhNcKPttEX}s8QaXvQURw47<uU99JU{UURrv_>Ql&7Sb9`YG
z6ThnDzMr61k~*;uvCwj0j^!tjk194bdoh#cod4n*R@+xb8%-=$5)hWK)u*ue!5frg
zpCR*5S48&uKmJtS{6*a3q_=Lc>bLwKr&eGq|5+hG^WJ}9O1kMCs*dlbGIhvJY3j^`
z4>(Kv7aFLLo2uaIHv`l^Y;F0=2+>4Ql}s;)uWCLxTN#~JwlTX?zb9z27W{*Ktb$60
z&~K8rDy(0R^QwK58PxvpwNf=$zt>F~^OY+vX?4upqT7dW4XU&4zpEZlj=u>vQ&8$;
zc;T|XFl&j)EPBFCS)wzO|7!|*D9i$4f|7<HUzcm3fcHWwO|0Y;OK)1!lbfAU;Qg5F
zwPEbT{B^%lHLvFXR_}Az`hog}$b?GMJN|EN>zMypra8_%!@t$<H;<{)uAF9Vc`)+}
z)Sc9~SYv!Bfq$riZr-B1by5A7H^W@^--6O!H`i!5ttpcgzGYP~OoY`a{2|G?2IfKy
z2Q=m9I=9%wbv}IcG(ub3hrjl?#igXjhp(BwU?bQ60!CJ`SyW?@-D?`GEe>2txf5?u
za<AD?{#L1@l}vprpm1EYrg=>)T;uGe1TVj3o%5O9HT;i4)3j!2dU4oNemrPvh+ip*
z_BBV#`-s2Yv-QKT`gXPj7vj_{p`BV$SK590k=atDzpcuz?>70$pv}eKymT-dj65|Q
ztqK0=OP;l-@3tz-scr|TdyTf;F~X=rb~8WqD{i`Ic?R>CD1KXA1G#N2&S;|DE9#i^
zIxpTf;>_#aW^31T#NOa`urFhK-DcbOa>U+LBWO8f+tc2xM_aR*si<&8v$lv)srAWV
zpz2#F`LfCV{A^|sF_}gE7Rc_lRXMxq*2Ef4xze8!&s`Tc3(|_pAUrX<*@LTVXqY)$
ztW<&!8!vZfRDolx@L`+WVgJV_T~G%S`QwAz%;tgrW9P2ys%c%J{>WTrYARCEtc894
z{sZCkw0EdXF0+~ZRZDMo0{rp7O>xbz1qX)|qkDPG-ZU|{Ss!IXrq#m%R@CwS?gs)u
z^<n~69y3mavs_fo^F2`+8gs4<?y!6CD|5wHy*DaDfBxDBQ7~m|k6-(1=002*8uUSN
z<BN#0pMOvQ&S+l%Rd)(&6y?_l7f9b3>FIF+v#f}^Ba0fgik3xSC^Dj;`9@pE8Lhr!
z%`Rkqu8Gxt$h!Wh4=4ER5nIV4{*N~Yph7(5kB@8}ANfDN7|3QWI4Gb-pxN`%tkNhi
zneM7;k^U}M3w)?7(%+S;`O@4Cu=-0k2aEDogCX1(m1Y6O?^+d#n}|MCTqPE1?o#%l
zXv&-N=SFwgw2eM|t@kyW@`3!d?_D-+-w$8g4*T!u`6aiJ|JG|Xg(;|588ki8+F}|D
zi&0csi5Ml!8yU#rowcfrnH-zhcX?^>u64PrSskTcp%Evm&^IX3r|$A<psn>W|Hsy&
zQKX-9K8bf(=|um>USs~-uD`QK{DpPgkCKH0EoDlIuW0LxqhU|JM|sb1k76sDZSbos
zpYC3O<^P8#s^w5XmG^a(&Hl>rSR_<wOWw0aR5mdRDCw9OQ=^1rVhUCX6}s^~c0^+Z
z_6Fr7Xp$B(0&9i}+y5Rj?C*$8M!qOBckmSFe-t+s!NUKo4ZUliHe9Zb+JO29uKE;^
zvzw-E)zLH!tAVCzipm1}sAGOW$BU=ta%wm$skB&k&#GP1oTZ6%3ge3oG)_vJ-x)@q
zu=$-}orAzQXDRu;WbD&>%<riq*6qj-5hW!*T%H*$vfU@&Un%qAm4fzl%`Zfz`^tGA
z-4AdcVkuNP>k6e*pP6N1o*4bO)_i(jRy(~ku*w!#zH4PxA&f-_()0S}a#7k*7zSg~
znWCjiE}GtFXEs$}Z&1#rA}hYSPfzOMR_c8wJJ1mu;z(BiKsJopHa0_OX&(%sW^v}z
z6m4wjHpUWa<;G?qfxpO;!}NGETC}>gaXZ5%?MgCs-FzPli6XDZ&wPnuZeehn8?}-p
zcmqx7wOOCzj8B0{Q$<LfQx3%XnDlFgKDSBZ*8!Wxku<LD+8z$0?5+HyLm#MiGRp($
z>&)_lDNC+SztzR?0sl-bvOG}!&-fs~|LHt5{4Yde`d|tSeS4@5OH@!Y^|DBy3c(_2
zir=}LifCgl6J;GGrnk+}npJB4fD1u$1@;DIj}V6_@#1U74t~IeV6Y=LgQGogTqCeX
zujqgpy`&FX+*l?s!%rZT!UfirFLy9Kw50>8^$e8{_H#$iM3Gopn2SUun%L3YDz<X!
zjsDats8LPS0etIA#X147QKj}x4K!$GoBo9dYA0O=0+%=8&oHGRFdn*+^xrc5mk*f!
zOGj*0NBWt9>8oDnL044x91m5Q$o7!Bcf(*M+e795%nt+npWQ=!Y9hwb2mi~_xv0cR
zKYeIb>0y4UiBBEVhI*(`e(Z-cxFv#_N~SFp)*F;h7&9Ht*smTk)2|${c&FK+=|=cS
z>F9qKEL2}rF#^t1-k!svXFZgw7A*vR!>1r9Z~NcjTEys1Qri=~X1s`3aD6k(p-T5E
zZsPE*KNs<R{mgY@GfVLX8ZDRY<4c_7Ih#3tWtOP}!MU0FUk|Cucuae3=C2*Gc^sJ|
z)}*TPqw&Ip>ZQvMMiKvE5E{FjkCcx?AJOYUW)p#5-^gSoF#%b;922kD!R7-|<&k`N
z$@9qO`75Gco8zg@SLSq4f#F_!OER_3Z?kKUY0M0SG)F*m>DSf_P8|p?!0bjoqN|g^
z?h*U-Yey{J1aR;xVoWM_AI2b;hncO!JSG<VNRB)*6aMC-3B%2B5&K9L<C%eK6!y^a
z#(0?k_w7uoG|F5<6^EGh#demm^^w(fq&Wp|9y=y3ViUgdh;kHmeIR^6fxSUF6=lNz
zfMF#?xXOAxx8?{fruh1T_RgT{$}whB(F_X|_K^;qijFn&dkQ{=AF}q$|CrBp<dOgU
zcXO;b+et1e`#N_V(xY?x-hI1u>k-kdeb>Pe^yEm22BP9)SsLn;Lqb)iGnNbc53<vs
z9(^N{1djW^F;E4e?>Cwyac(W|CNmo*R7b8DnZ5}d)HkeC_r84xb_x5cdyh`t!+Q0I
z=p5F!Ygmtnu6+me=_oS@>(*t^z%Z#`m(F2dbm>31$AB&a!>U(lR=awUuxj1=_UMFv
zb{x>9Tv)LRVfFh)bSV^8u~-<Ahjkh}a8TbqDk->yft%8JU{rTk+o*iqJLQkun69R1
zqnLiv!q0Scxv<Y{<o`$YzDcUz_a9>M{eM#?+y8B>tUX&O-}y=hmZDN9>v&y53{wUa
zLmu;s6S%qxM|*?7rD;;9kgvrQ#zsBnjbf~!02?g03<S#qC+ieA+3Lr9;6yH>I7lw5
zs)oq(m@36%>W3JT-NZ%C=Imo?^sQM6_d-<JJ4N5@L<@fYTk|*Z?lGTueoRr{nM38B
zRarVu(ehnDw4Y&46qyoLdze0vcSF)A%ErQbD$oWMxC)nMZ1F^Hvx+-nD{`9^R2Ols
zQ?^-Z|JyarY%kietX7FMah&;?Xr*LfQnPtKG&}H@k(MgH3~^DHpUoIL_Y+ooM<nuP
z{Y0zr&n80t4)v$Fe*h`eg84L-8H3YEW0MyUF|1$n#DG?zD!XVs2-iofr$j!HyT%b)
z&5=uG=F+cFG9OKxV0ILjIp6b%l;t<GuE4K)0e939D7NW0bDQ`(Q9ZSb%;rrrPl-1+
zVDnMG7qUE2S5#@zc{5zDnVdw?IuodOO-hIe87ay>QD>T||1oqlSRrvh)^gOkhOM>S
z3>+L~wiO+oD9^WfLVrb>RS{fL%EFo2g(soa%m%m>J1^QCFGewJ*b{0UW5(bHx5~2R
zlK`XEp++;zSz?C5Vwptoz-o!qE(lted2D1TmPjNK{5U}CITHDtiKx?Ll{Vsyr{`16
z&&5?%^WqcgKFutIhpiQxbF}Fk*!0Q|HepNABR-yvzOl>|ya)B36TEvuGpCyoxZQ0h
zcyr$Glx$CVI`~vo4J{LC*Foo8AoE5{=hLUkn5Ccc8EBkacEEn&$fp7GQ4uY`$3v-S
zqqF;x1-5%i6J}#Qqn#3{wI=PVnJsc!uQXI9*4!mV<Mhj~D8)~$ym6*WzKbjK1+3UL
zKZ{u`XqwGp8f(`2X@LI_4OSMe%}>=_4y#X3<|WS~Pbo_lLD=SwESlIXWZ-K*i<DGm
zzFALPXALetr4{qd%6J@C>3D$(-G+|k!b8%;EC@+WWfz*&XyF3XbnTh4<=;;!Y@xXo
z0q$&k>pQ^zds;4(VOgH>X}K)VRLgZCkXUPOxhgQW>@#k;$~t1(I1<AlbJ=pCw%f$+
zFUIO~XBODu8AU8XmG7Vg`r1AVuxdLGd7EOYh>|x<j8!T0QGlqSMj^_+6b<>CrRJw%
z6zda|yggT{Sk7w3Gj5@0IAS}n1Gh4EBcc++fnuX0wxc7@c9LgND!S5aE^e}ztIufV
zO0$%>%3>}Bvg<^JR+-Tv*>mNs_s{75DzmG2?}+WpRB|vj+jFLp?YVMUklZfpvPz8o
z^f|liQ%7u9M=G6^%hbUW6h)nyt;NW;>vN7}_nZ!|HOq)El|0-RjeUz!)oPtNRD8!d
zj($#mt;0-VH0Rj<d4NxQFq1iqon<qb<%sRcPKjsi=I88`&5qb!j!e4SwW<ahZBS_{
zZsUBvJQVbtwr(^(5!YGPl|UW)EG)Ij)NmZ=YH}Q4)m~T~Hk;)&O(UNXQqmU$j^MF8
zP6jD-=nFM@!30-=vj>6udQf%`%kv@slmF4tO4=YC5mG5Dyx{m}6;w)ZP|ALe{Q3lV
z%0u7Bn+<S8NXhH`g8qp&%iz?V)C6Z;JSjssn2$9h!4w*f2Pxdx7uMeG*s;;Z`hjI!
z03J>zenA{P1&Osu#VUla<BI^74)XBjh}aaVS|awNO0o5Y3WkdN-ZFD<P>R8hWCpOa
z)EGxKfxm3QqSDTsSo*)Kq`Ge+V_Es>${ut>r}vn7w41E-HL7VqX`En4L!I`TCvc8v
zQd&4K*-NYAJ`=|nlD$;3xNCu`54D|#DYHc9c*(ERI%2<0O0ya#sPt0N6qQs8Z;<q1
zjx=$RMmC7*ezKxD=#cpZ-dIu^bbU#Qhs=tiE344yWq_qec&JP&EPTU%VMKqLl_^)V
z6b<lptxEgdOX~Bdc}{%C$^@kysVW{Gu~pbPFS!Ys<A@!lDxQY8g3>DSSRR(GVZ0;u
z8%L5On4~(8<Spe&PM;mel023=rNG-S>ELm+5cpLu#RifbLkA{@gvmzVO?gh5nP~b6
z6lxFU$c&^ZUQxP}kd%VLbD&(^2uwPbIp$SZ)X0Q9A>sIOf_}>sYp~cV7}?7nyNV<B
zJ4cFRn4&rz*6WPf7EhBX6}!Kpr)MxA?5<?tm`<56l+1Bw%~3ejq!2&6qGIRFCa8c?
zGa$O<076bDaFj_RQ16uL^H`lOuL4TJI946;_M}C&+p2GO#Qx-{`VXwSI(qlbMY9#w
zh?K0muPE6iG<A1bv0HRMHx!G!WZo9WYuQb?U9asLSmBEKGnKev#t7GIS+j8XCx2dm
zWwRmjE3nA@niq0%`w`{y0Wn((i4ZjzQSCMNPSyN~Z23b<c!TCXzp%DA59*^O*Rj$T
z!HIjmrouPOast2d$yXX)0MZ})fmlg+y7ZLzl~LnfTZe9%h=MYXVO}suvdA%sTL7_`
z(F<&q@vEMZ4Fpf-u5~YCciPJ1*8v-;EH5XV?}~;Lmd{A|=<Ho+|Cm$Xe@(6LLHqlP
zy6;Y4PSGBYgQT8p$@9RRLeuYKXczKE4Hi6ataK0HHsN`rY=4Kch5Kz^kRf^Bu<i5u
z5oU3}?Q1il#v8VM4TbOqDKN#c;NV`LY`av!X_SanvwkeA_ZvEyXqFfFRS&to39#`r
ztN9aoa%6%6yMM-4)ryBdGpAF&XV?|}nbUa#(@nR1vy?MgWK)vA^6A-0rTvWdGhnyP
z2)_<m%yeWlEeWHwFTv;u%X;{R%Dw`lhisjDftt;>HoY=4YKZOeqzdYw@z(nLwb@(4
z|EOLj2pwzpGKCqP|1G;FzXE%Mz;UXK;Q?7Cx#nATQcXwf97jsCnUb0irAiiJP?NvS
z#)xUE1V+52qko&#MT8QFH&4e^h836nfdezc|1p2Z1F{PC>szY--aIUR^}~LyViz!N
zIU^R^EEcn7z1{}69NmoESUkwsy>FStUPtUgM;7yJ7IH!a7HtrGPigk}Ekz{@sVp9|
ztOtSl{!W>bhwR2(vL`j+myma)rwG}Lx50c3(9k}hai95F6lFxgcRXCfN--mTu4xx4
zTq9F5YQIyu%eP}0(Yw}vo2cJeS=ARPlkawie1QY`N<zPPG&)sC7HaE3%Z_oJ6w`<9
z*G5JKU&8L{q2&d7NPfzqhcv*YGL>q=JBrd_!U_Hah3fisU&)B2w(d*)h<5e-x*ul5
zep`3E9E(i7eclE5XqB?NY@tRrKnwM+^2t*{`4|7Mtt$_(v3mdBb7#FX=ghrkm|<ot
zW1A7iQYmFgvd@fBXvk#j1~FvMPGSg&N4`?pH4#cz%J%)*lC4tml~f{x_!WKCjQM@e
za>u-H?;q~t&iy>kd6u)i=RM~+TEumwd|TXHB}MqJ+C_X2N!4y*=ZWg38pm)PNuimK
z@_I2b#pW@sX^R>edB`*F<quM#k2gb;Dd@}ZVORggO$Qu1HRUuDXSBh@8W!tdG*l3u
zqb%IVC971H#&#*zVd>(E{m8XSeW0VH4i+?z<vGZor^+2uOxt343p5d_nr{?zFE>JL
z4YY{kb7ks01zu7dxLAp|XJ{!BjSK@zdj<o8n}ekt8;l(rf{4C3!N45Th(ktuBnWdU
z@e^0=x0cgBAradDsb&3MO#e!R_PD@Q%DQIPetRG>iDNrfr4l)Ec>N_hE{~(<s>J`G
zGu3(Zzz@}UO-rV$9Eu1#_;;8-xLJwX-BqF^gmjg_vTMau?MVbt4e8mc1eQ^v1Cya3
zPIYkYf_x+67~!{T)6_ASODX&@Hc`uZx`c+-;*DiON~u}_lrI;Ue@D`$O*lbtyB6Qb
zR%nhFO6c3#{5zSI5*$7U$A9$0=Z6}*u|zLSAuA=Y*w$2aFv4{7DL#sQsS!s?^tA9u
z5YcNW5Xnb)Cw5IEE|<_l5Aawzlgh)<zql2;&(&lk^-n{sil>_Ss4=m($ycA>jn=b!
zI1KgOwi$W=>mbwdL|LO1_pNBaJJagpYI~PrZE_o%rT8(lA<2q7PJa%Ej?diB7h)Ti
zLS)^h(ylxeEk`1J4&euBPecAJtXJ5Px9RCd{66$gZi;*kMUL>EcrT;Cg}0^gaS<M=
zZc=_>P=mdr{@Ft!8>E~$s1Pqn<0155W8Mu1_?4hdx9OwCi1Q{bVFTS)02{Eh^#O8?
zD8$j*6yKEZz-5=p$_<o076>(EzOE5hZtG}X2_kZz20}$Mrc}+EqDu91OjN0wG;N@#
z#sQ(C*-#_WaQi9@iZlkL1%U&{^Sfm~xoSN6Nwsjg`Ci_gJ*v5~N~uwE-hgE(xW8+u
zEqKQxY32>2Q`*&>uV4k5V`M4KxR1ZXMk)@UgX3#@>VCe8E!Nn=QWZT`=!*RYY5w^H
zwq9e`+4W!Ns?Z4?M0QZ~?6dRiQ#@8z`s*2ObK|M7Sv|*{Y0D#NT}vLbq9yOht||72
z%dl2W=2o}F5VzoAURgr??6Q_~kvdI-lSL~&mx&5wE#`GSUYw5E(TeBc3gm0kQ6Vqd
z9d=5a-@u?#D_AQsFmR?SFdj`h&4j=WE%-3jSwmR+3bf?NoqE_lh|HN4jPDSG9AHNd
za8=-Y)nH}3=gux?dq1|ws5Bo2<Uh<iV1v0d0MBvn&Ou3`?f7%7NMj=2#uAV6%k_5r
zF1pZ;H^+r2%G_u1OSxX`M{VwBM)qD~?p{~$PdePc7<10r%{i-h{Eh<7nnoM4VljFe
zs4jgKtm623eL6axXX%Og|7^54i6k4XI%IIBBO+E`%J9_1QrPfL=mhH;?pm~M0UQv~
znIC2yEh;#Lf-GxA7k-1aD}!V&0z~yogO!y2Kp?QJzef15!>znuE+|v2IZEppcCGPM
zYVBmXNTV`&4qac&n=FeThzxv7_`P`ipS<LsmYtWDrPH=7-pe|m)Y${09_)reZI2PY
z+pf=L3UuRNTjwP>;wSv3qMP2G=TqJ8d_4Qfo$ZQVk_e$Mmcw%um_;>bg{HF#Ok3b6
z<f@+Iq-b<CiOyxUaEGQV`Zw2+1&JGF(9|L77kgmh+(}D&1kw_F^49DTEseEh)MYtF
zZ|s&YwuUH>cL39dEnGu8dh)51^Eg5};0{B^3OQ#(%0ZkNk`}R<jDGxz*Oyd<q%8!L
ztKC?1@69LS@*idXD^Ou$LTEC3#U1?zz0-$p!!=q8y&dR9Pw=yByF2=ZtNC~nsLY>;
zp|CIsyCF~Ha!!qNc}MJDR&sxa+}CsY!|Z1**ZPs#tmesq7EkhOmK8<?Zy{35V+CgS
z<H%6LJjycvk9N!chlvs1YvXjZ#IqV6?FUfh2M79=dTVO6)xukOtY!Xz$*h$-_%Bz(
z{?vx4outJB`4DTE7B<LZ(es0N4>rh1>+i9JpqT#Zg!Q!a=~xr(Hkf~i<4VfH+2Bhb
z!mqR0?tCS>=Dw-XYk^iZcda}6wye1+Iv>Y>G|Nt~92*o>i|y1bR(~4*#y^{4v9?PM
zs|myL<Z(%}p9lN$;ruRk-jsOOZkI(x=|b5RN$Df_7#0zt$Cr>0iw=$81uP^)#lkvE
z>2LG(tgiVz1-~m(Qp$cG`40M~MyEqZv33U32B4+ShSgzhG|1;D9e+K->v%Acr4{e;
z2KwpgzR|od8*U^FfrMS7`9o}omf#;4Vv9?d7q^ntpdT*aVCnl~cn9h?5wBI}Yi{pc
zfMpM}uose)^F~xUk^AV>7>?8tWB5Rso<;TB1L;%|R9CBRZ<~T&53!cbtWk%(UWWO0
z129h>=W#3EitNqy8r*K_2id*s)<B;_!AQyzBA1=jaCRnyuFc}9lByc+Kzo%#oHP3{
zx_+-PBM7{MOQk08Q2K2=1`ltj3Rgr}sOd`=O+eo=X98xbVU)K8(_jyNDc6_C&86pY
zJsl4Agiz&)d?icOB0RN2Ejl@oZ$V>}jLZ{COFw|H%)=oIu~e*P9c@FESI`85kd<2i
zDf0^QsVZDQ$dX>M`YE8#p+t;!$}Ej$(?XR~tZA-bpQ}%zwNLs^<#}wKDfLa1dT}aG
zL!JU<`fGO6D|)GSn!FOG05>?#n8uf}{YHWRgi_1te6ze_3YOy@t-NiB_0bVx9y@0s
zKZ4Ff*M<|X8bY6zs}7cjviG3FD-GIRs!efdP)XTs)l^`X9H#36sHzJNaAjA!E7HtI
z1g?&l&3jlKwVZZg^w1pMlz}Qa4~5wxo<NNYM5;8{PcaLzo#nl`Xa$jTu}U&n3Gns@
zgK8#CXw7s?K!d1mtiKj%VM%|t@dy$`NK@I2Fy#<Q-Ab)W*~fW`Y$|Z4^39qs(^A%y
z2|cw3LPrVF&Dy1ferj9->LxVF)g`z-7|lcF$UizC4_3cuS!cs2YXPR;pi-9q2fJIU
zd8zdpJopA{gK|y*eNe=*7}CniYRs(gz~w^T$ijcLJ`NexY4-@RoZ-fE1+NZ@I>JC@
zi8yb+<MVQrggvBjo|fUp6D{4v*3``d_hTxteZqA;0aZ?MD3PL^;&-eDz&z|%tV~}o
z!DOXbq~5f6_fp;@a$z{CM^gTRaN2aQXw2q?Q~o!>C$iH^@kI8DDfeIDl=A`}$v~9@
zS4ze^I~(hH>Cg*&G23q7ABWT2W&8;S>IP5s(y06SOYD?!!ijJ_b3I|Ka!5}rt3T|P
z;kXfW+YNV?`gDCS@5SPg!%+q=Ho`VZ$5-V&M>%)tDmBkxo9<oI>&3Oi`!M9>Q$p{@
z>$H`;6$6#hkn`-XQwZ_amHZUzV=%oU0^48W!eYHN$bWBy&2f#8P-b!1%WRUyd&Whe
zI>`C#IHRHipRQa%zKKzNEW@%)vdB?qnLA5k?TRf%qfK^K;Hz?lqZ}OW#AxhuxB~0#
za_~_L;qR>Bx$Kk?dID(*U*YW-sB*<|$~_BLtbaI6@1?o;3MTZo4ERO_&3~0Y%Rmiy
z=+6MF1ZDB`<FDvDV<U|lV)5EWKA0T0yAAn@f;|duQkNV}B!~1u6L*e#l^3vrBhf4?
z(pDev)vc7~u1-J>HQDQ4d;`7iBrR?nZqj`dy)LM-XbgRF1s0urL2V@(ZIOm8i=<U=
z!E2xfcI|4=@GaVmO+mvqm0|w+4H!A9(v0-zJ{op3XzkH5*hjzf!B|vQ=3TLyhp(o*
zm4CpOj-cX{mkg>}k@)gm-jBt5O{4MB6Gd2<h{a4q)^EHvxQSW)|B5({UEgCsO}v5h
z^?Z!Qnv|hd|B1QbqxyGG7E<!73Y}H<`+xsu3{sP)0s|Z=fii$2%YavI@xg4dDX7qE
z3mLu|rH=lEjvYN$=-=qM)QRCKn=zr=V)!<BDe?o}je#nL4U}1o^6`S^6ZVzHL>%>+
z8B^(pJeO{M$n)9JGWgXJ6C-xrsCp%6)0Hw%a%p*+Vxp7>JyB7{CM28Dg)eU`2D66x
zXO<RaGYMZM$hQI7l<QkNsahy4>}Uyd>bT{{Sgm=~h{=kgV;}S03{(};m6kG*Ow+dU
zgRDSfyd$H`us(vG-^S}8_YU99MwT(O2?2v_fNZf*y-=zyJEFoe(5O&=%BFYg4RBr1
z#&sH))D=aQQ$N!?uK)7buhjOO3N-2-EJlBB6yI;RA773Bx#8j;)wGMQrs`co%UwK&
zT{lv$MA5EYyafZ5?EXvk^0Toue>7%#{dV)icvn)>EAV<TI?(Ii97!3XFm-g{>F(8!
zq75}XEm}W{f=aZ{Q3BGT1v{fInxR89T^k_kAeW`YvrADlKT;%7>0aIm51C4ZLD9C@
z<ExwK9<Du5wsM7<<TT%}SC6Gth0zq)kK#a;tmmR_f#?-zasVsD$fTweSQi~A`V0&E
zY@LQ<(@PXbfYn;W=Nhx$7!K+tG3Soqxb6cgc+N$e3V+U>qqpvbv6rYK6!vhN5AfBk
zls>LL=v8hg>T#6k;+9J#GmX>fqZo-mr7(Y8ZgWCkFO7TvJ0Oo8iL6S$o#ff{?w7ni
zC4Ip&@rGDR@OA))ngK7TYe#WyauAh9O~2%Cunz8mb4`^Qrqvk4b(H~CHaXP5PRd}F
znWq>$v$^ryY|VjNs~5*19IDQ|sfDh!`wL&)Waqj1t8Y1fz5NaR^|_Y0pHun?_zP4C
z+hh0FfWXHmcpVF?#L_nr=ZtUYi<5jC9XQGNv2#Y>J+vSpSbf4NyN-;n&`tn#lRfB;
z6Y3}iPfcN*P}7}bu&zE2Yw@jxt@_}rTPZ_a-7!GBL*>{-ZxTZd&fsIh_gK`zhDxdY
zAVC+uM`r~p#j^f_W>!NZp8No|ZohtppT)9|0?rnJjX&_V7Mrb+{{F&N<?>C<cvHjI
z8mE9Nbsgy8cbtNkYf!|qGw76^?i?cmk=J;03s0j;ozo(af1Oui?6f<4r1oK{M*nU1
zA-+nbu&~sn)<3)8VcKcKF5>-X9a>u#6{04tK2hto8JDms?>oc2lzE9aWHs?RRC=u%
z4!hPCNr9u6xZgtVFv-MP#{|5W`D6?KQ7C^kNGUgD6c~@?X?WilU5!AM#~kP}%44)-
z9VSOoyk|;`sYO%V8O9oiy{yH*6k{Crl7?Hz(VH4<d7o%ZAjVeJ@YPKdoNC9US&r0C
z*274xrpZw^(AJRIOFHXx&{?0{;8kez4PZ|jN&mHbU;-uI<gZ$#y7a$e=$D&(8UvNZ
z`W@hj`WXT@S~a-`=2!7qWaW7qW4<QQNZ#6|A<PL5+{kFIV9fzj^R4C@=W|G%tm{dR
zLbDz|n*;DwIl#d)#kH+XFl|lViG!|(Q`X=7F>AUOJjF+c|K^<;sFcVi`lxCXG_#Bx
zTqZNM7%x&^*1(s1)UbpvV4%tg6MeQiGYxe{W+C`QTNm)@CA)x8)PbIUr<I-53||M`
z@wMhaF5^DUg0<jJt-|kiC*Z4cf<yL9S0_v@=Y+YI$YaTVJ<G1*Cm$1?ahk*5PTb?G
z?6;XUn_guiXW8bsEcSq5Xzr&e9`QVm^hpN4gJF*L1Iy89PY=IdrR(7;er}l`*aX8c
z*01Y@HP)5mSye6Aa-+;roH#1?rf{h%&pcO;%%<1E#bfA5GUek(<p|L*a<?=-DSxM5
zEl2o1wfka$c41M3c!C`_<sb7?lSokmxqPHEti!avHG-DP#T52`26EL;hq=ha!Bzu_
zY72;5X<|NP&y~vq(G~TgBPK1~5rf0_a-Y}gJG5D-waHAxPWbzxMJ8)*gf**38>2;S
z<l0uk8dtOhbO}}EVm|9(z}eWXB$dOIPL}KdFV%}bV-0weQFD|l7~7oWBfCRQ<h*=D
zG^Rzd!b|&NL}#|j2wPE+TKGg$WZ;%1vt<?OrS@odElQA5ct@P5LcjXN0JhbjKdeX-
z{o-k)<W_nvvm3Qs>-miVe`)mm(iMyXUG&6}#ImJ@g|S#AFVVsxZlNeO!aOLIYLNgt
zTE>Y)+(;@l@!zy-vJy{;S(x9!f<?%ElGhg#y7*W#p=(XYd?JxnRuW@bJhEQN-ti{Q
z$S~Cb`A#IB-4m<V*g#eLb`-J7RsWS*fA!L(C|-1ztKCxA6R}h;K{Sw5bz3=5rrc1s
z+Di>L;pHOq4Wpe2Vw7C?24BQvqckn8BI?uoewh72708)vlyb;<S+6Fq)`hM#7Jw=X
z9N;ys79e|yi~uThu3Y?<%I}P&ZxTgqNu?b2X)Hb8QzYSF!xz7XSEXS|Vyj#Pm(bI(
z)FoNmmQ)q_sol=CT0bm>OYq-DKTtRDYp(jeD)mdJ9kt-8->Rd>tV<6KhOm@48c;)|
zS}ByBk0w+-&gS4Z=>6Jat<_Fr+r-i8nqrpKMqyd?IJ(>ym0m47_t%hI<iN*U860qP
z6Ze*@YHw)QAz}XjY++DZ&5ff6YKumAt1HE@S#gxz4<&7{EtX;5f`YtmlzF`jayu`m
z%w7%IZIs!qm6>I??Omk|uJV{MP&8V0W{!_m*Ap4oHKoK~h@;q4k%E`B%8+w*-uGxq
zs#uC0BY983hhdfI-ZV5iP!$jdc)gBZss`7tq}vCm8+e1Oi{4W%QcB)^7nID>vbt2F
zqPs*2168s*R<cEJqv|cOc}i(Htdi<18K@h0lh(3OgXbA7LEXTcUA5e(d&@12FfeV_
zayC?=X6d3S166X0>>7S3Uz+|4<B!ttP$e4OSd3wy63mJ!(fOyu2$_IEy7`jP2{icg
zccVlzXP=EuR@U@cP4P0M67IbLr@t~4Hx;RpN>0D1Z1dArJl0;uhPDOG&`0AYY_LS6
z1EM<4es_yB>UB42VY=pKqB1V)3syB;hAm6TsH~$3s_b->u+7z9TdCw8D7iq6;k_fL
zNu`qVpQ)^e?@4wYw@a(0BOjS6Zc$}g)f@(aDuWi-!8^TF&?zb<aMyj}QOkN?^AuGM
zymP;3#8{C#(=PMea9G1XtE`_JK$S&~BG9H<ib*&^BlYq8QrV)l87!IoqS3JF*C}`e
zau~5wSK}G0d^Dr05OlB=hSZAjdKw|(sa0!npCzbZCcGVmuTw?Rvc%pMX;)7!=u&I3
zl{Gft2JwMIZA64+H7G+*pN5#IgX5V7)EVpH*bHKIRv2GYye;bcqy;H7`lzQD8=*No
zL*vy>2ppD?IygD@>nJ*m+Czoy(CKg2GqFglZb!Z(OG?V8cpb_Y?FAo{&14RH&uIBh
zJf*kCRN@^~Cf>N-nk$k6TiT177CUG#`{F<9C{|fW)GGA?CUPEzU1jVA1Nqq)`?FU4
zO?#O~${8D$px0Mfg5LJQ@Y)Zp!slQ)s;zY>e~7ZXiiND9mJyMbV46vz43R)}GBDhw
z8F6*-Q@OGF3tF5Z4zVtpk#$I*xtZd)q^brx&|m7x$c7pCpafkTL6xo!_*do3n`g|M
zZOohP&T`z<yf0*Inp21FB7<!(Wxtz1JG!F}168WNZ8z*2FE!YJCDNXciU2!gcn%~`
z^T)&`2I|Ih!kBl-z|R}=K$UrpBEBtWUIY%V%WaDxRdn=1s<^V8bT#iA)d1xz#Yf?f
zW7?grrLnuJ(DcU<JW!=?Y86}XPI;+jUPwwHI!8Qgu?)l1sY+l{ZxO~=CwH#zjFrO;
zen=G^L{Md=qma|(tekJGoNKI{>(27MtCgp8H}mRb9}Rj^^kf^W&=&=w9v%|UJt^*H
z?-^~^*=_s*qj_dnb(-E!6tW{#D0{4^7YT@3&1^|i`-xUGIZt$D2i^I9G%q7B8`UpV
z!K0vj2XMjY?kMl4J5P_^sye1&Rn4kGSXJ#I2g_MkbAQl5#a`xttcjMy8djwT2jQJG
zsB(4vs<wEZqs@cF^DN7tyHut8!QycSs-o{epGO>JTDy@(&0$sb^1v{6;n+1$*0B~E
zmU&>2Tg>LUvs`dB>|B{)K6-7Kc#Lf}`fjL7HS%E{sM5E{Zrvp>ZS96*ARpz6E$o=)
zi8us|8qmcEkx!u`#CUedDC1!NRqsW(Y6`mqD)%CQDpxwtm+yozI#Gu)BGH5~0{J6l
z&+1@7x-7YqslJA@x`}%30P2Rm>gt<I+BdC6Lr}I6l#xjLMxzmfDnXqSZ9%^#x39dy
zMj7<*M7mXgCw)*i^mXlpMFu?|RC)o_4UNPVW=WnEX%5fZK`*@R&hoqV!e^#{y~Ycm
zZUy||>V<3C3)s8lqYmRmHoIn|T~4Hbj~DeBsFdcvXm`a;FSW@*TUT3FdQTA380HSL
zTlIRAOpCvtx=j$ZsNqC7*o*BlGL8-@e`*&s(5x&KRJsV%4gJ46F6yi~JnfTAMQQKO
zf`fyyq6{?!3{27$1=Ov8zg%5(Q@cn#TIW6^y0gVbT456X_Zd7BgDPpy!SZtBbuo3F
zid|dl4SHP?l}yEK4b%-?qFwR1LGK5Zt^jpI-@fCDi<-l8F6fGL?ksrrm97X+R$*eE
zWbF!2S%BZ6e1$05G$6dT&oOx^HXVw*8m{Ur@hEF##MMtGnuWPBs1jE%+2#utMJ=O)
z)g@<+Xh%CzF?e=0+#QqYx7lJN19ju}MCluC@(p}2sB{jf8$2Y6{A;W!>^Tkh%t<zt
zWR5#NG)gC)ddrA^&A0~CO?;Skjo;xKnAq+)k!>9etawgLV(eCOz+Wf=p6Oq~75T^H
z$M|s-D&&uqAK!h8kCXDF7BWla*N`7`u<s{-ru_IA3xN3_$&c}PEXf}$KbB%Tn*Y4~
z_*{xQfRAwtBcI9}Iq2z0qX&(Baq5ey`Ld);RZ6BRAyZ19jz3A!nMy2vhO|s2E>nrh
z95=M4WR@BZjaKRn-Kuqy7qM&IWCl8|o7~%_b(8xzv~F_EPwOUU_DZ*W>7D%74j?DS
zzQq_R9;zm*T?+MEB0|zyRg+yr-q7kOcWBMNFDhK#&{}<899jqe>fv7+{<``AEm|Vd
h<F<s$YpxztO!y<pf8jvj*b;$jBU)9X<4Z-o{|99wa0&nb

diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
index b46719bfba137cdb135ed044e8db5d072a3714c5..84b48c5bbf88398ce341385758e1780c16fbbebe 100644
GIT binary patch
delta 78032
zcmc&-cVJY-)^~2orWX=OBVh?OkOV^Sy@!QRMcT4S7LrSn4Jjy!E?6kK(l#)5!ComU
zL{Sj+*$d)(PkmOf7p%{&z<18fy>svG-c53Yk1v1RoB5qHXU?4IXJ+UA@K)!&o4f42
zdSqH`ZJo2C!ck+dTUG6>ZSYu~7da}cE1b1EQl!+j4W8&4r=zseX|E`+THfG^tFCa>
zd5cDMpO&uj^>S5|_9}MNmY3KSsKFCcU+Y|2UtwQbUsVD!+X~()SDmxi<yvl^G;>^o
zr<1^G$5~Q(j|NXyfuPh2T{X*V%Uso}V7nT<!8>|?T9l`=%1u|KOYNf@Joy43Rw;{G
zv!sZe22Xnx?WM-ISG%g~D;#y@uBrx)rP5Ve4;l839F-XvR$f)=yr{vGM0Xt}N&Ol;
z?E)i@nKWingD1AEx`bsAr9dWos*KbTFLm<9k4}jcwxmbfNU5M-uHXUvIs=d`fHhsE
zbnnhl>E0hkB`1U~t0^yS@MH<<Q@K(*@9~lCA|uhHnBqfYK9$^aL(V&I;^?=R)DBtw
z{!Dqc2wih^J9)YY-5WDqF4jWFa^>?y=pFk;d8!&3n!Efy*(O3WZI{Rwh|s#&!SVtT
zdbFs&Ji#r3Z(MOiE>c6oEQ4psGel_kA5-LoBDBGEKwcz5|2{QGo~ee0C&y*V4iOrD
zRX=%(2u=9BT%IOEb?>i}OG4aA?uT#u>sxt=AU-tvO?j~h9r&n3o-9I-g^!ZwX`#Co
z%X38NiP&%CSz2i6KzWh~y_I#PJW+)H)AKfYe#m+KxbcU-^UWo)T@XJ$zCj)@LZ96J
zZ@Ex}zOE?nUOZtaneF{y);e;Hx8vk$Z}pr^@34uZBe$?3+uYFIJHvLZ*E)Hv*EQE2
zvPGWiT`{Xuq*@j1w5mvICwT^Y_s-1FQ1A2^DZ~$>SsG^#5nr?cXoB{F!S+7+)m6(H
zwy=_h#68n}1=Az(QZ_waBt=DUVTFo3GyQm~v!zVd+PpW;O!h|1Y_BOs*LIcC=ruE>
zD9JOyFB+0!?0tIM3z!aubb17$Lef|-FzM00GQ6+P%91=|0>E}L1*+IB@)YkqGdqdS
z#tvPJ-KWE{_fa(P?w*+``Va%Y0)=l2tBR=36ij)jFfNJ?+H2Vh2HJZo)-F-9a}lco
zuT702W$@oZ@A@fm-s-uRL58tDV+vX&**@iBs1j?u4U;^?2Hf4fmTBqUg@v(Xk`mhK
z-9B%X<f&nz#!pQFG1w4L%m%=!z4=9HO0AmbO}yYD@6$y|WRCaEqHJ&Kj70CRMOKJ`
zl^$cPWid|AY2*EN?nY3`E$VA~sFf4_VnK6Yv94mVmYkpB8w2EG3qiS8G7k5=tz<mt
z;8kmS@|Jo}M0r(7MSZEWv_bX&x4hZ===?67*}vC9*b`b>UQ*ZKZMdpoW`ifZuDlMq
z?S@Mmy32FDWWgx%xp&Nh9^|CAazSVEm3P~M`8~gYSoOuMXOzE$|8v$d_LJ~$*(LHf
z@LJR$e-AHD2fC{<BF)=-VLS*JwXl2XFM!ISp%~vG{|W(2=XW0CPyRZ^UuXD>0PmuP
zdN~B%vXU@%!c8RXJ#<A+Nbb-Tot!dDugzJehuwTr>8)AR0n*#KD3xc=dX~xIIMP&d
zM_)_nG^V`DQM1ZgT;V8LZY^_FIIXp-V9rrl3#F)(h8OtU!TGpp^3PIN9OatOH3Z1?
z{RpYRd$J@V6e|b|DdjTkEEC5;wTZ;Nn@T4@xoj#Op`<tEEYrhbyQ%b!zBU-rJNjCI
zlHR<tOb;gpO{MqXTT>vt2j3c_q_^}e)0@ytdc!^~g!G1eI#x-q?kv;8xlL2~%P*S<
z>E)M=RMNZrEYri;Q&Z`^@@o;K_sXx6l=QZoWqLS2Ybw3d@;FHEv^>ns8{;i!nI6sn
zn@A6+o}BS~A!3EKgtf#`>l|XWIcnXt<tw2FsdLm=E9xuDt6a6^b*r?VBzQ!_csw%?
zn8-|Dqh20ouubHK-keTGk(2luq}cDEi6o6u#Mw|2DWVyM1ln(wtAZAEBl)S=y%{lh
zPgnGCvw`S^vs4f#?#(C|HLS{IWn=gVeF3_0WM(?Nd6qiha-kU=I`dJ-USf4rm0GJ;
z)s?y2RqC?Ms!o;l>Ye8?h+`0iXW?V>S;+O7K;S&Fi9C4QFV1qa(o9enhP76{o^9Y7
z{9s-K9|dq4+Jpi?_5Q=tp6k#Cm#qu!B^8cZKP}Fjr4~4gZAuF|`V`6b?%ot3oeW|B
zm+{=khMnE~4Hu40r3<r!!)Hi`7%`OreugOha>iMvk4x1i()YS(HuTHyEosl^b2(?3
z9Il0%N^bb|L&I5Z>*;kk(!Gt2B%bcTvrHFP-A$!Cy*SnT!NU=d)#=4)JjwBAnIx`q
zno81B*$I-{Tbap|n{}4Sq3@un<O-^~LvjVsk?@M^ILq{KIo4EqA69jP^enDyC+lim
zXPF$X?V3m~gdXiLWqOZa5fR0zPg-rYqr^L7VG1|yrDvHsdRv-E-8-lnTgifIrIlQB
zmdT+zr>W%Lt?mfPovO~@L+SNrmt4Iks=`&ZOuyL0^uNLfdi>ZLmAQ^&Ts<;RpNtDT
z`FuB$aoxmRd@?R#n0rsg<pp#2$T;z5Zao>N<T9IA<7An6^JJXHGN+G>6HMmClX2?D
zJa{tBo0#`b#_0_6(8xG%U|u^JMsN3d%ugcYC<yL4c;INnJR35O2+TPlV;{{tbTamq
z%sVGzN5(vJGIlM@D<@-%XU+*38zb|^$=FQL6L+4BHJG^=WUNih0Vi9rq?z|kW`*Dh
zt#g4tnmG(G&gb4;HR-*uMrzK0&mrWAtSGOovzNmv6`T!zJ_GMpHT~oL;&}6GQ``7r
z=v44dTaYyzVfkl#u$FcRRBE|L!Q1hobXqf#v~@GD!sD19CgxF7Vsws)146_@OoaRZ
zy!^5V$}R$D$37ip6kwW>8g&#O!V|#=-+On}wTD)*t1h`8&%t}ZYR(X3uD4@-Cx1))
z$CMmHOT1}DL^)Jk;pW*3F?n|W$z=H0%*QgVF<I`)%qduXJn^%f%;`VGTFksD%G~a}
z@K%^`_sY)xCOl;(|N87}mFW*NBHVfz|5FqC8n3Fpq;^$R!&TnbFSPg@R-y62?A$uT
zX1En8iW5+4t{qJY)KxIe!dWd4;g*ejk>}3B-Z`rh{0-}>udA-FQ)=v_7Gy%p1NMH<
z=y$Koa4S**3_ISGKtschX@Q9UC&R|6?S7uMyb7(TUuSp(RUz`aThW5-1emyEeTJK-
z5MbeQQ}PTgytE}E-2X3CH%7Iv)$3XvGm-VS8dl!RrBvK4Ey;q&fl_hbU)|BatG(8g
z97AhfZAQeo?P`;RH60bpTs7r&W!}Fojh@D=8c2gJ0A6JuF_WWE#kkd%b@w;!K2vfG
zjl0{7h;uj<SmVx^#LO5gOk7!BTcQ~7Z8KV{23+w*lDn4AEAp7EfTsU%Q(_J6`9_l>
z+)eDD`Hxyo^P6z@i`f~U>jsE$H@}gmsqvthDUN=IgKDUokiN6+g}OPleztwKGe?~E
zXd9Y*2@(w|@#dCjF*|LfV@C%rLE=n_F{~ZYW<&(($|B6jFenzbMeAEE#-%bE+uzx(
zfnd9r7e<;WjA5qKXY0X)v4Mp#*pwK<!WdviM3BPhYet4aVX*z{mK4SqpTg)aw`O?-
zo8i1Px{1<QW=elH5*5?Lu_W1lC@M82$gn&dOhnN2xx62`6^{ix8g(^JXIY@50%|K9
zZfN<*1y6XjqsCbUQ*|r_j|Kj%DTnhF;0l=LchoMfVO_&C?WiC--WJa=?W~=5*!ooM
z1RS0w<Q(E0PA_)okBjm>7{@Vj5QmDxeBR^h!#W2!O^6!#p26$EGzxZr5BYtM-|=Mq
z4&5!=kTQ4^l!UwmAKUQJfR7#cxDFpT;NvEI+=7pt__z%pcUZg?duqKsHpa!=2VrG+
zUE>|M(ak-Bmm=Dl(<R!##w$s{z}DQj2A(->U|W1PYQVt8PJy(f(Q0jWAXd%Rv{^VQ
zVh?^&M87<e`-@h6%v1*HQ@uz}Z_$;Z{%!g-Q(_F;^vh;M1nFa6FeAgDkDUswJ9w|6
zn}&?n%8U5}TTxz+lsHtw``WRhRQ@uR54yFzajE=nN{nHt{K7;8waMS@3H|O+K6paE
zJJhuwpO0lknCS-45HtL%W~wO>hDK;>MnsU6Pa7uV?{$Lidoo>Jmh+S9)`@sHnwxH<
z8Kpzfbh+LUM-u(bH_Vh6L-P$bBjVhdkM8O~^1M6$345pbZ+>64dr)FVS#CC(ZzZ|@
zc3Wafj-lNanGtdB?B-p28c#~@I-SZbw%&}Iip7RUkaqqSyV8^#LyN67BO=Hc@;_*(
zIA@GehGsmU#m{#Z;$|C;BYrgAeD61t6{Y$1em0=_-eXFPp;7NNBce&8nx2cDCu`F=
zJ`y!20{3-c{^WBoOq<UAx3vSJ;-_F|Rhyj7O*Y;yY{mQl55Dqw!3;4k_{2<6FlUyx
z{PKVe(i5hn7}kjon24a$0^eb7l+HKMy5;CaFSMV`T1uRDa?i2MIYb%iLL$w~5^!k>
zW=Zr$ycn=HJ<pURL(`mU+BARnj4Ae|oJcXZ_r|`|gLlfEO=U!wWcy1w{@rp%Q<4l#
zl4V9jkRBw1$?&aMx_Z@`6%%&79Va^L>dLE@!9LMaS4}1S?u{Obl@h(LzO0;dzb{tm
ztV~8HnaPIQ`VzehU+Ly=)A6Px8QOG=84*p|w7D+TphwkuWnSBx6VY_9{6}m1BTWt7
z9|cuINndP2=`5-Z4)30g8nD)9KP)gF9ExB_(yboPe(?yuPZ-Px2fG*?t~FC5c=bGb
zeZb&wwJ9k&Lu%Xc>zRn4gTvq51NyHSA25{z*7Y5|sSQ2Uo^<hVr}vr?WoV4M%!mjw
ziNBp2G*}I4P2cBja_#uK8Ksq~bW^f-)RB093%+VflA#4(G9#iw@72-T_W!_w&@Iy5
z2~sw$Ao-7?Fr*9>Kbg^4HDDWW{=WhaApKxUlA!^=H6!92RzbgYWNMV@Ssb=oqorh9
zQ=$xw*2av8Amb~qbwNiZKCl`MO4`82`_kq_G(EmvX{P-3?MGSluwSql4{XY~_BXD2
z;OB6BV5<}Z+YB>B!5dTfV*vx(G*eOx>qH?F(ZYcZ%S3F6wrbe}0z6@JYGI+{d$>u#
zxSyapShm_?7G(cZ1Z=olcd(5+yc3rkaI&E?m_S2$hIW#hx6>5kleMiH%9g(~9Q;ws
z-|4S(zFSS@K(&Z>#Jm0cN3Tt$BpKS`8Z#n-biNyyjG!~fRvB&Qd&70>#+~nt;OoZy
zX4K_v4Qi8j`1`~BZTFBVNrtxDV@5=fKA79Cxek<f#Xepmtq<naxj7L{_rc4WF2Yv#
z4;hL>q}EDflBFcyUt5u6DNAV+pPDhHR<7O;t^Vcukts=r<@zBvMzA5pcY%PvhZX&3
zYpObSqj6(hmGHZoI;*Q#hI3t7f9l<Qye+T!;nAk2A6WB4P9*tTD8!T`Lkpc}MnsTa
z<5bgCt~I9go<1=Ey4uqx@|9}U!;GF<wR+~GJb$BgGbPE;Xr0Z72-00}qczvoo9r%l
z?QTv)OS+5ZWHhM;pR5EGp`?GtK!&z#n$+61uFM?SZ>Ef!`QPsnfr}0J%<&R2b99-h
z5usjksF#1WtS}|Puv(Tg5iOiGp8b!Be)?>%x2hI@5c<<+LwMJ=$y6r53_ZP`&j<UP
z;u=#@3{A1YjEErJ+Ev_~f2%X(!7uQxnFqh<q;zW!nb8yLO;7KFF9Uvlwa1hcLxVkF
zM#MQZ*fn3Z*UcWU`6`oFv^UMD%k38ab$kDc_D@q%4DI&184>5uZoN-t>g?A0WEQvE
zA7<3$c6;DtroY{OH6_K+Za<k3aSrXa?;G``i@IM^=B%i0;7j1F7*jJhY^}q;ZR2mf
z3{z4Jt(R&>M34yx@7{tA+kCh-8nw0c3LkKq6VdbpWT}~oVBj-iw*ncD{C~gC2(B37
zBmYJ*@}F;}C_=r7?;9R#oNY>qVV#)4M4YqHKlWfxT?Z3;Fqd~QD@|nt%#rK8?qCo9
zCQ@rkilI5G&4>unL@K#S|IQfzG%HW1S+EZ*?qIX7EO&T!{x`|H^BtT^UHxBWWBmp*
z8NiB_>;2&8WN){h0?ryxQ<4m=*<eOQkgbvbjWww|L+a}NzCzg=!H_byI&4N~)qnxN
zXM5a~6hq@ZYDPqpRk69Q)?kgL_13(DXih}az4bIRSuyCX*_~?Vs<(y<+IVkGMQ{D9
zDgBwpHg<D>hyN#2QVi?F4@|^4>#hB_uG__$n#tfnrr6Di)EYv%`uEjIrbHPUBf*S_
zAd|sZCgX2)UDNzf0v8a`Z!<}IKDrGtqbT=6q1j#uB^mx^8)!<Dq1pPG5pfR9W_a9r
zu^DAG)8$!7fCq1ZDN%-|n`cJExig*riRa7Bs40x*ef{4l{?*NGN|K??R+|wKWEkVE
zw7D^;$zhE5oXv@7dKmk*wH>(PZe&+=o~vOD?)~J$*qve+d)!P>gnCDxGF)^#YD$V>
zo!HMr{J#xj@0iK~*df>O^wnFY#26alUuHxE=}?YwWB#4Xjld!7v>8RQ>g3W_LrJ=S
zfAXg(F@`4l&5Ve1Xfng$D?85AglY7tdHxpbU`m3a#oC(@aqcYUKWa@dqb9FnMrW(W
zni6AZuu*12oI8Wjp^;=VOf2CwT3M{hW;EqC>l#Hy`B$=Kro<T9tkjH%b7-?^(QGmf
zuMEXzo6Km+ZT3xcU{`jHDKUmN+h9gSkf{;x{hOQDG&wcmqj7U0nw}axWTsa(SmCo<
z#haWOx&O9bE}=8c_=<AFo5q!2uZ&>7g_9o^v#ICJlwK%Zk!buQ=zo|JV_1)#Vj}+E
zrc<Ap$^ja}cs}*9DLICgIBrHnkY4D0Zq5Jgd@3s5%)|g~2A^!gs;6B{XfY+i&|INr
zM4Ur&8P28h%_z&-Tdv_RpL?2;V`#VTW<;DjyZO(kW|~nml%7Z?WBe=GbW<V>jWyMb
zh;wHwgW1$dGny(j%xF4QYf6rx(W=deIEO|HoKD?fMpO79cxqrzMooz@v{!=}5kaO>
zyyI_f9@OMiijTz2iD-H%b=b@pW-ygvpEPN5D)smM9D;oxg}a%a5)-3;nkftJejIsa
zz;4Owrlc5FidUJ4|F?P3kEU|Kc8x|}X}nwVohea<#yDw4M35fkOK#Br?bN7Uf|;q2
zFq_eCNs=j1hGt7JBjOyI&2Wk|#Ei0P%S)t2yCnlni83@@KQkiEo$35%NsG;>DU4>c
zTe85EBtx6cGb7^M*^HjfCRun~0^CpVZwJ1wdAS*7h2`iaok*7dJkxDTl%eTXn-Osi
zO}Dl)DFCy<D@XA_-DO5o&2B@xkbv7SZZ{>$&~7`;hzK%u;sZl-^PVQBPJFO#PDImF
zr<cr(aRyT-_HDK%r%rYwFH~!Os)9}^gYUf2{BERxPpFQH3Dt*YN(k$V;lAB_rlc5F
zmH(I#5u~cTX-0-Y8L`jP1uY}povCj8eQ9&IY4RJK;C2l5#krtjgUxuF`dyqGE_pSq
zE$pMUE&CLmxH$)^i~N<S5J`zGm?A}<QQI4vBMsP=Xmm4XLQ6ymNrtr|mWgQLG#eYR
z__<tD=4;Y=8Dm{FPOGE3+<IY+qq^EzV-?@f8>0Pq4%?VN=V%{Ren7jADH|x(Y~ya<
z3AM-rE%FpC@^o4R{BXIKsZ<OtovXLB+y8sW+oR7T=i#6K7l8C8Z*5-{Q&V4M=by0Y
zp2JM6yC2Sn#%(&wRBnY$V>|iC3NT`kDY1q|v^62Z9r%lMoeb@VXH$4V1nU-BYvd$Z
z%f0<V_y&W$!nMq|J|`J*aFbuyM8*R1B}|^IGr5*%faU8<N!M9TyLe}Xkq9t(^PTkn
z(DH8n5pgtv@`)xZTHabxUt8y@v_b(a!~3@?%B%dYIcQM~UNSctWn9U3n<k2;Gp3Qp
zTU{P%mB+QpQ?$xsS_Kr<bxkA}n3`cxZATIA)?9GyUsTP_=+r?<r-pj?7_PeJJzgth
zXlmpzYXm*w*~A#+4*pFv99r7Wsl}R6UsqmHtBpUt%{2%QuNE&iQ%>Lrgei;|d_{|G
z2X|vY%6TkhZOl<WV6SZvz0gbozVdY?ptad&x%KojBfla1@9qTINW(uguZ%R>MWopI
z)ed7Hp$8hb;z?7P6h`DDjYub;5q)V&tfB2bYeGazN1Bhh{r_$wcW^UPDwbrQQ1<Qc
ze5-MX=D2xLB(!P4yp-4H5V!+Xl!cWIL26m#!3UlFI=aBB9ozDxd~aLTs&<qr0xLAu
zvEO-LWM(+x#nX!ZN$um#li^Zav|1}<w78FJW<KIx>pzu*ZilT>VyD-Y!Q|S>zvu2-
zC;Vu<28>c|+G3M>BFeqpFG}(b*w)4!*NLT<r=}OsD2JOCuZYk}eMoQ-ZpgO(g+#iB
z?QiZ@l$ciPe9`190@F8B`J$TWUz*H`avqs|*HzcE&-c0bG3bcdOl>l(O!&2P?$-EC
ztYTLMFA0N!z|Mk{7=E#3r71zW64h!&tr-zPJR8+!WEglh*!S9X#SyeL{)W#PJ>^k8
zpc4-3Y~FP5Fr_~0yT70T+jhH5Nii&oTg-?EQWiIwkzr64?5p)HDGT4P8MUTq@UPx`
zcW;W|4J28V$Wc?7z!ITX<^+CV>J?LB42$GNGa`Z%$#Z687!=857*c{dne?62-}Ld5
z!)Hi`@jec?Y*8|Qn92)lD^cqL+RCq{q!<>=PfSEmv-n<B<uh?_RaJ#mPh3%baYcEF
z)m2?r?yBOS3J?=?e<JT$(vtYJu&d5H+k|sgF;}8@;<kVvCAU*VwM>$s$&$>72vV05
zm<)ZT^X;r#ai2caZjaUGa$37uOUtdZ>YPg*RW2)i(issS?>q6b(%sGoYky_=Gu%ve
z_>?<pU846_Z@^WqLrh6BwCzAMB7*F}{SR#G?YO<I?%IKl+uQLCOothDHQR099?+B*
zo04Q`y9H)MG+8fwXO%6QRB97b-lH@p0=p6r>~kZbHb4HMwH=!>F`d_JS3k*cXQdU*
z&g-JteBA9VdiNX5ltiev;1$FDHfl<WVU=hwBO*wZ*lI?G!LU20sj|?IFJssNd9k<C
zn(@Uu{Q9B1Fh+>Nc-EBuZ0xAKCZK&jZAyw^VLWL@gsiuu)-ax6GJ=j9P52^%yCS^>
zRo&qRkb)|!a=hSkGm7$Ft@4^gZ~ct{cWHiNN|K?~PVgKDn@Z~|kbLs2Z<nLFxkSB*
zX{K{UeR++u5<Z5heyutpxyAk|)jfrlIet^XZA@XNBpF&pG9x0$Sb3)D`qZj6c>3lH
z`f47*TV+n)tlVIbYerX5rD#!p;0*>jrbHQ9uB#alL0V!nmTO&0y!qBtTG5M{?&e$5
z_#C6ijIx^PPWB?H{)eP&rbHQ<ZVD68!u7&gH%D*$t_=D?Z)TAAT}oYAVJa6&ho0!&
zxGUh-#8svw8QNpH84-Bp`y$m9t##^U+@`@?^sTB&FzC{?p;CL_3zHF1I{EEp6xXU%
zRNug}ciT*f(wRVWpKazQ2-eH{4tOJVCqP=&L-o2Nm7ea)YE`d0lxB9oR3_9~MK9|Y
z*vuX_CCbnqd(DUlGI4v*j0}Cv)aLTMSk7)P&ue#cG7Odjni{;*2`WNaOPn!~p*6B*
z`s>!zBS_B^0r!*7sI0Dlk7es!Jq+hCcVYZ!sxU<LiW^Ac{Cn~5Oo=kAUMJ0nIEPb*
z+<Vd{pd-W+%|6~>t#Z|YVYvm{!3Q5&{>5xz!A*lmz(*sKOo=kIV1gMD=g@+C?#-CQ
zEEqe^RZ@?0SNP<ct4guq5HnhfPTxEHzJNR62bz*(Xu^JGM4USl(uAR62{6vN(pllE
zMl-74Vq9!SYhglq)6l?bxWJSsLmSRBBjQ}nWDh@}w&V$;XY`s}TU+m}RZV!g8KpH7
zb{I|){QE+;DN%+dT+KuTozco`;hU<$Su|Qd^=P>d*%MyvsDVn<AkTR?b@vF;?p{b#
zz8@bC;$sg!_O<m^?5WRx82>*252q)p#&KbZgZarD<U;@{o6&1PCHY}^c;;`NF=gwS
zaIbxDjC(%-h0(mTyaAb8bNWgfbh%xE4!V4>)s4BZ`K+ktKj^kxh7h5t!PoyS5P_TD
zLEMSWcuiV6_P3c_Ra#!+tYxQP>bzg<i?gw=*B5sb<K%!B%crJ_MIFPuRSyL$<vubc
z$*|&oXhuYkIVQJk3rfeoaIk>k)ch={M!}n&Zbjs~P1>p@k#~A=s`rD3m0i-Q!a>-k
zotd`63gwlb4bQ^Io04Q$C^1Y#aFhJKz0s_P+w6}e{RTp!@?d-n#m8`bjKs%ie2m4%
zczjI6$7FmIw)4(9ASbXJCA8jXq0$>=HpcPZD2!M8?hxfHdn0a_mRB^R-YD{H)PTx5
zsil<_dVvwzj}%(dy?8y9owy@=zNn{lrqpNkboe6yj_ehtq!`xGDl;O2bR5gg$namB
zLRm~~X<7Uo9S1nbd0~`^!noCx{$9uDhFd&0nUZ2y7}qlqK|73d>mNUCDnDSAT>4mU
z;KcZGQ(_Fw@~9aRK^7PLxoLHy5DxEWw?Sp(9RJ9SuAyi(@2Xn@oS7e*l45AI_sob0
zvYKedXssK$jr`)_DP{&0R@c7iMFMW94KXFg&}`>15$CE28v4Y$naTyLLRarf^IuJM
zHYLT-79Guq2;vXV;`R*I?pjrapy4*{4=*&MIBSG7x-SX%M$IHsVhl|<o@f96(HCA}
zDif?}x%&k+t#VUh3~jO0jEEppjS@35{HGdx0?Uh}x!GsaXIglzZcYZ&Q=_F4SA%yn
zK}EF458h1w+?vTM=-gsI_&ufygH^5gfh5+yr@GUW7{jV{n;8-3aE8#75BwD~I`d9y
z^PoVl*^8#c7+UW+Ga}BR^_up7e{V)>KGPa;U%=UoZ%j!sG~ZWdM4UVGHRJnEPBlH{
zx_M||^-DA*#?XFoW<;Dj`+1vkdk-?BGjF`s;UwO_>+5eyjG^`Vm=O_VRORDH(6NY*
zV><V+foqp9U7Hip^r*VS%#y`_a0frad{8v#%$*%O`1?+ZepuCwyAf6jH^K@tCBe2r
z=z(s5ztE^MCC0E$EH@(}NS!D%Bg3FD?9CR2vJvC!)M?e6g&yrMWqOZap}2#u6h(5A
zsZ208+rVoB+-%pIl44jQJIsg(QX*b6G7L&&d`nB@Z}>^splanH^)^u!&zn-8l|}U%
zhOYU4n37~z9#5GO5u`j0n~`Bq9);(yJl?JD$h)hZqC9>yr9PGieQ#V~clDhqF@}Y4
z(u{~Ay(P8X$uG^w(2KaA9vM&CyXQh-6h_Lk@kQk6{8h|f=kwQ8e1*$4e1*yv;44gC
zfG>-T9}fo_en}K)_=!58;U|88hS%A{3$J2@7hWp{Dd5djh3B!GrXbl8CX~qdt4|=}
z4-VmlKXL<U_yY(C;o1AbIJV0MA>6-!7rM?1W7x<CA?$PEHJ;uuflP6u_IUfxCfs4(
zf{$(ZXu!t~d|Zc*8}M-xK5oIsPJG;kk2~PuWT~PM<4tblz->R|@ZWfH!)V^@&Jzfz
z_arPWhiz4Roy%V1EUquFC}qDuN3}PDT+GH6roR@#jA$Xukru+NVTk2_3(KTN#N28j
z%(fQ7{A(dJgcd@JXdyI>7DCft2n%QnI|#r+IM><2js$2#JR6{e_W6X+en>-mZecrk
zS_rrDv=Hv;X(8O)(?Yn*$3x>$4DR=7MBMn(LbwB{g>WlS3l*v%+GR4CmEr`QJmIre
zRTjG{8oUk4$o&i5Jef=)`{~=0$=zMXr$Kp_0i!$t{?nKMnI=yGXqsG@M(>zH`sUbJ
zXc~LsNr!3jbohUxTm(<>n9O7^n9!ZtQAj#QVABM2c4JN<=}DxzG&*-GxgOs?OeJ^X
z`#KxBF}x09c^1%uby7z<e;V0_gm0&jTk*YlI=M3%8#Pqa?s9b+9a%(bc#K)J`YkDg
zT9=X`G-d{whU^PxkUjX0ok`Ynt`d4;7D?VgEh+TbndCYo+Gmkn_?BjqYw^8xHra~r
z&U46C9%(8~d>|y59-Twha$pJF_en@Mdg)xUBZ{dzq6B_5N!L2bFnYoHWH9GCpRPC&
zl0^@k&*hGv$KU^&N3KHo3oam+;QQ?h$Tj$O&L>yk`>XlnS}tG~y|odtbln27K?RQ7
zNz&=4g=8agzPym!i0`sR#Eb7!i+Bp2#r&ON=Q-JJ=Vq`kA(tZG2TQm$-3}hVeKFaL
z_=Cm7jqm&tvKHU_O1MS?O38K%zgkLek7M~AUtQzG(=&ED(nY$`oij)pJ>(>#kn4<-
z+>h@EmU3x%%g7a6{i!tJn3PN}n+ru0ITt<{(YuUfWb*D!#?BdP2X@Zz!hRH97f>=?
zN*;^dF@&%?h8K3n@WSpGUf3PO3%g@@VRsBKy!a1Zco%|NQx=txd8k%n87aee$8xe7
z-#;uT`Lw8<B+=vLWH2HbGAYORI+>dxa=D1ni!NDCBI*6h$v7qM#rUqQ;6?dW1-THz
zC6%NW-)~ov<@g?7#pzF15f_I0y2uJ{l2O!A6xx<P>EcP`RFey1nS}>0b=6cl>g;r1
zG3ic^$RvhlZX<2!s7eyGV+Co8Vp3L+Rrubvf~>%ISPfYb$zu0g=B%SfHjr*S=8ihj
zDUN--yzG)`b<j5f^T)u9k>=KtdVIfH%PY;oI-dLI>o|Q#Jz2&JeL#7w9Zo*g)>E>I
z^rj!ylLAf{RN-=z;;m-%%tfRREm}$XqQt9Ka%-GkNtR)F*@bGZ$I>;og{IKUW{_;I
z;M|!?)@ba1NouUn5_*D(^r`Nl?diHzB#-XBh>Sr=KV3vz+<uej@sO}gq*f#0w^gJ(
zo>`!OU3sOm)LBvIpvS79gug2z9q6HpNg}enelc<2yYD5Wmdja0xBN^B==+zDb<sF@
ztF@+THSb9duO>?{hV@di0pIssO0L9r@5@L9zHhmVT#fG@Zc>Hs8{E8hrLG}sSa^*R
zUd#FJSWDLMlqb?9he;|Ob2(YbfkK|8cP}TaI53%RO$bY;7hVYp-gyO?i1NO@f|POU
z6#7&j3sl}KNd&SeamLamSCM4edo7uZ|Fy?Bmt93_c!3RES=^_(ro5^S8475xb)>(V
z_ND_CF!nma>b10<To#X$7{we=90k--M%vTr4Nzc5){~(q_|$r`58rz?5HFWAgYH`%
zkw*V96AGBIUcZq{=cKuG#nmJWEv=BoUQK4V#VHarSezn3TF|pYQaL=STb?0t^v$bD
zpG+K>fr(F4*vv`Os|RQ9y&0HqzlQWfeg1O|?}6rfNF|0}^zeRc$+f(ye|IhKc~@`Z
z4gJg}-kvVrOfKa8`mpK>R~`Lf3(27%c?ey+g~YYNxf-Z}UJA9ET(*VCn8H_Eh&vu<
zZ<=CxOtBqal1T5|N(Lg=2U|%kZ{@>q+^Dmc;?U6vc#`P_(6$-#ndeD(ti80ZK{N*X
z+BUA|46oXw&Y(xmL}b!G=aXy}JFkIEjl=b!zY$++0K4pKfbxPt^V<fp81<O8T^$z3
z(qr>2ZRz*hdF@@YgKX!eHGv+>iA<q)Qm7_lDH+YtDRj%rBm>cvC@1qe-oV#g$Gg2h
zuj5_F((7TQo1I3#xt>_@9e)G-E(2!)8`=DPBb%OYWD~=UtpDG@y8jKV_us%~<{Q|=
zd;^=8Z(!5%4Qv?Lz(#=$Y!KMM#()iM2-v_zfDLQ_*ueV#jchW$k<G<7%9C;Ou#wfX
zjclT~kyWRStTt_A)9{U~WH+)&_(mCxxlzU?-p2Yecj0;UWrr_?3OXAqD7-znbaWx~
zE-5#X91E^F<eD@(@kVmKWl_d?=K&k7eg=ld!#9%AF$#iAtLU*tDC-V4k%@YEHHZJY
z6RN;8k{c`QqPRKji<?N1KFZ}B-gFO(0%O+Aq@A9Al}IU{eswcR)6+I^+Nefo$}obr
zYX@U0(;96gdmxAMVhGbscS5H=Xa>np6=L+wJoeGMVH`hw3$ZGa8EqS<jkuKz(!<+1
zyyI3fPY++m;kcb-ydJ)h!<n~30=MoY@p{@Voc7vIGF%Vu5^w=sxQoQ-X?JiM6a@^T
zyPyj@{0>RbGu+J?zT8FT=;8Y~y!bZKR}VkPVV3>(ZzEQvz^Bv8o`(VlrHAUdALiT_
z-A)GT;RA}0+esfi{1}Jr&w{F37LpV?eLjixG5!;r<JA|C;||hMANxs8V|M%S1DLI>
z`GAD$8J^}0xp$IDdiYrZ=h1r>l60R0U*JTjnq%~FUgq%PyT}MV{2GUu3ehJ>bi$wk
zK6UGuFWskT|HWxgw7K+_yGf#6?pvG&MxUyO-{CM6Q7%2Y1iDRqJ$|1Pp@odo$2rbn
z$WSiLx>qzBR((H4S`Ih;ntOd~$!9#?-g`+uy|^zGc(+<)z3(HDdWMsnftMJTX_1pe
z#Q9j|JG%8BYO+9$r1_tcD7}myxs15`$pk(8Gl#Y6vh#itr)T($GrV>`nWBgP<S=9<
zmu4;_79X>n=0r{3oy$mMoZhgo5LtUCOq*GYV$~F;^T|Fep$f~`2Z=SA_bu#tvXpeS
zZ#lD@bivtoWV~t$#*m&)hwUM~7=@mEki^95VrQn)Yxlqe6r<4*yGgX3XicYccatG{
zs8c#64?!1pbT?_I$Ga-peYlrcskMSc`09|ubQq_Pk;_u{fqJFW5B89;dagc-T>Ep_
z)l`yn)g~-!{T1qC55a_V?_LtGk2*+GsfQjPs^CX&$NIGo<`R2P`Wj_~!g0wy7&vss
z8m-{a%Xgq#TqM><nQ_cClk^cLDiKueqv)64kVHMl6omtFkgvyW3cd&PUGxY{I99Ll
zORq?;&8S)uO5gjIMCpah^5;k?g-dhlEAZ$3x@^tmY&)LkNwx7Ux(ob-_-1;cLf!BP
z>7`HFo=$)G2Q0Rj>ci?tijS#^eN&7}sx80R>7$d=FV#?b=6m1Fl_?yrzRYVzRJ-!Z
zYFCY4-j*v|2?t0|y?#}C`L30Ird^>>wQ}qJqi?y@1*Bf-thCqH`sU(7EtNcd>K7|G
z4C;Ipic7ULJ;$Z#bo9MoKU|{HqZg6(KK5Iq#D@ynfi8Iz1~gr9UZD`7*H?xAM6&c8
z>o^B1@FhQyWIb)85*r#aTjNFfB<xYBmp(?i=woeGaBPU}S2}BoUA0a-TNU|~>NbTf
z;UJl*kG@^OFF!~!+VHI4!co4S_ic2~LD4!Gep5RA>L8h-h+xpIV6ex@WIc3SI;D@3
z;d<!Kbb8`(GF1=VlTL>`K}P7I`_pO9Lu3H0eu9M4{DYQAJ#lwBed`G_Q4j57{Nwe|
zBP^i-^y-5awVz~aHnP|QXzweCCB;!uVK1**>QZgQI1Z-M9*0ShUf7{@y8bYkt%r`J
z(=QGSBeICkq|=E{lA(I8=hErsC&?^5^rE5|EM(iNMa!bUl1?WbA*1xXM;SDTzIud2
z=<zq0J_G1`>qus*(vvV5|AzANgjYK2%3P&%#S1Vov|d3H=*xeR1bzIsS;6$6N1h@{
z8N9gJb%O7yL)pf<hP4fzDfEX+VKon2iFEpD=mO(5kR;JLu^1mJ6$d6wZE<njDT#Sz
z6rC8$M+ys!^o*q)J$M?X-@0T!RXDPqA%%MU3kBc!4C$=YN_OwkH%hI1@)?q+;Ov(Z
z|5fnQ&yZn?9ESg*$bmknEq#46iKmzS17-+Z1IF=tI^FdWw00mSQ2Qpx>eOpVv|2oj
z<uBHuPSeLalTID?>tc!d0*e67&L6M`0h!74>rH;*!ZP@T1ICw}wv~?BTKox@PNN8g
z4n1IReVWl)yaGKQ$8qRVa+JvlJ9v-;YaYJv+42M|a`!$L(T2*;i~fr7v{OW4M~<uY
zWK|KiTb|A(&|}Y&0ZM`l&(svr*7$VK04Yq*W#vW?P5?T}3o}I}qfAaGHT4&K<#$zZ
ztTrtAp@EWBFFHqI*!ZHT9k{-g^Av@je3A52Y6siYEKu;jUKEXt;r$djY%JJ0NQ$9r
z21_YQN{nM*2G$O>!(`A9$QKT;jDPdXFn1gNvKXKk$8Z*D03A6*vh27{n@cj{C^geB
zlkWPI#ws{;<FJfHT_z2c)WL<toWMEQ(18qX^J^}4REoO8cqS`S*aVA7dG!_e4Fs=U
zjAJU;!V{r>3#5TH_j-8-py&^nkCs}1EYUVsX?=xrd{te|D%fHH9{^go23FH$my}(?
zqRE#c_r00uArNbAjcRSLQr*mhA>(veBfl)j%(KA;9F3X{QWepnf6}P^HLB<qH0mIY
z%9`VU-98E1HL_?ZTI8h~RWt&PdZ|VgHBO_h(WuPUSnrUU!mZ5wE}oE@+B&wO2%e;x
z*GMNT_rZ9=D;&knidrOjB9=L;%BxD97d6N)Wzzkxft&sqxW|B7`d22k9wk%3A6j{o
z*y7O*1-}~k52U=l!2??uN1@wxA0v?wwRMgfs2p?Yk4MQ2U?2B7nFX)w`0M2BWF~}0
z9wXD>wdojRIev^>0HGmokX6y5xIG={uEvNoZ|{W``oSBdQzTL#$<vuM>Yt=MhB2;0
zFU!g_>i#Dw<;W^TR;AJJ{z>FEjAu0>_y9#0(S(1JLYg*>Bqi~h<whz#fV!MhyZxJF
z^Qf025g$Obb0YH)F}YVE@hX<m4DK9a@CJl8q|p&?k~tQodU_9Ekxid?lXQ$n05Xx7
z#bi3D<1I3g_I-=Ak72BvG4kd#y5$6!M(=%#bZEoiZ3yE7^q9foWG%08)mJ<E^zL2I
zz#GAK<iQ8<tl)B^{{!Q|!ULi0V4=+9T!%c@fkW+WvXm!yBO*6~BmO^RAy4ZTMDPJ}
z=5jgH-yvc2tN)M~&an$Q@ZrOe$OYbk#5>Yx#XF>!v)_#fK7hT73+(nT$>HqxA@M%g
zYJ8W>=E#GHJjhI7qnY!Fg(kcQjyI<NUZm}1+S=%$c_c2D=j&m_A5Nn;zXz@{#(4md
z18J1JPiArCF+?6qqf6c=3%FuWAc7B2Y&usA96sn(U?QGG@{>wp!V|=!K8-YdKvbm=
zfulVqK8r+rXhhg|R7&^-B)*VFSAR%KxMD9O@^Tve`a@#p$ZLqarlc$!KuoD)NIIsG
z;(3z)LKq*A<Xrm0hfv3_x5EmT=j1J<zQs&h$y0a-k$0HcZOrGB#5vzb93LQO5jTn5
zK~fYs$B}xR>270QAD;Nf2;&1H&Eb)l+lMLq84^EZ%^{l}f1C8AXFetoJmQx~!v{p1
z#v`KNhZ9dC5g$NQN(X&DFjZi3ze6%UfIN@K6;2;6;78=Z2XNR0N1BqCpON}As}45G
zJU&e9ZwUXEMzcO6%ekrkMC4C>2GH4~*y}VB@u4Y+jvgfqg0n;L^FUj$;bv{Jf`=jw
z&YkB!C%s8A{q1uyF%`FQp<`IaJBG=<l<WR$>FXA$Exjm0YU5VEc~e~BC|RCY=BjY!
z@vlQbZ;QLXo}O@T58ls{2W!&25=X6bNZy$8Do4$#JcB5L+X~!P#%<-?R>p0`1gvTT
zkiE=EADxoZd8(juCD*x7qnAcV<H%HcZ-i7fu)TnL;ng?AF4uB<SxsqvdG)HQV!mMw
zGHSVu;eweCh?E9UdyZs_%F)1sky17Yem_#`95qgZr6_4QUC={X5S6ciH%3X_=%+oT
zUU~sPMlk_xqovN#C4#pX?Kn%a(go4dP$(%HEv=63;Y-X;!!31C^jfayU|+J8E{l;8
zA?~UeseAM^f8sMSQkUrMTYl%CB9m?Os~Bl!^i+Sg#j#T7a7@S3(QAJto8A{Ib&Fao
zxTqsu>OudCmGa01v`3s&9M#8%mIFnC$FV@mTe+6AeCR!CnN{itahK#sQ=>-u&;|j_
ztUA*N?m@qdXHlXPq$zrfGga0kNJ$WHRJN2KRjS21+D7U?KT42BkOj13qI6|cHy>IS
zsENnLK+XMJ%{(7^$F7cL;8Q^sPZ+y1sX={1H9X&kw?B2ak<u-kxtDj;yS?f4ZKVED
zb|0>J;Y`>-pttkRc|V&vlceEMV|{o!(5I86Owjmvk~Ai2fG;hv#8p}CD5=YH70b>N
zxbkEHos}$gk1FzIqc<i?JwU{B$<o3or=aaf0eg&TD~%)*=;dvtbvk<h3C)4W=D-~P
z<mOo58}s~jQh$hfZ9AzZYP_B_0??5u(uAlHdb9(*Gev?A%G1Ls(jZ+aGcDSsN@+mq
zohl89>gOBl>QpHXNY|%A)6#UOE7GM-^hByOlv)#|FxoLqx;Uz*h>7HE$N-)&fed`Z
zGcd!4Ua%t_5-p;!5z^eK={}@M03S@3X8OVX>6i>DDGY^rydVDDg}O7OoT!VmsIVWJ
zMXgy<JnI<g7a39?GJ|Hcm$pRp59Epi1@Y_)D0qe|I5&_fg}SU#I!IxSL)VvSX}ypm
zr2xb69BDw*qCg3QfHo>hnjbYWkQPth=mBj77_hC#I)-d1mlk!929kxeS7+&>sJ=Ry
zRmx4p(>kDd+YW4unXOT0bd>rso#~)V=p=O`22grZRF=M!DGiL$suKmuY&tIs`bn)K
zQIai<pg(0nKk4$3-jm*tEe!{~-p-aT50L+PH!#LRdZrr~L)Xo$=_+N@RS{C68$Ar=
zD`AX+^*~-lePwx-tG2vu6|D5JSaSl$DqD~Uf>$?EDZEw`Zq*5g4ni3%Lf|MR1#PTQ
z_?RNturIga6fKuP?@0gXEV*>;1S55%*L0DlMd|7>1OMy-o!L;I=q38L!kEIkNk;<2
zfwiVZ>1y4BIpC|A(Ov3CX3}-trRu0onpB{rgVJ~~3zVM0mDUY*Ebj0e7{_Mv%Bqb;
z6li?_W>r*Iht((%G%E_a^O?M!>Y55;U{w@oSVf2V=#xQv_k_kVlNR=rhUx1!i+6iZ
zsSD6v><JBdi5BmvT&X?1FhWYAgL9=Gsd&OneBD<!MWN+DO)~iGulICCPAn8?7ax&X
zZWIKDadE?F<5e$LMQN`KT{X*V%UsoVW&UJW=Nx>#(TUHY>?Q1bTGgw-Ygwg!St(Ct
z<>%i#;%l_Nyly_n63iMOyEBQ)RKE_zZu`S2PXlB`8|GS~D%S!sTF*18HgLDIwk6R!
zl{E1kR(8IFe+D+#r&<F(603eA)(uB)hG2Gvh;nI>KKQjXZhibp9iA}s_<ldtF9<1&
zHcG)Ayl}N7v~PCulnlQR>M=wiU9H_4<jh^+^siKqZnGbx<a)H|+m)UszoO|@KfDQw
zYEu{kMFaJ$H~c~(*NlIZG2ruwfgf~q^G}?#t^%l^v(r}qf$<6;f{=pEpaQs?Xx;iR
z@)><Gk7w2A!+l0<9v=?B4*|OI)2CSfwSk~T#&_XY<J7)J$v^*GoB%z3pO1q?`u0*?
zrnULt!0S}$qHErO6Ebk3H8PT)&;|b{z4{B16N&rd&|lopfv)+9^rhc@L899z#{poy
znGTCi5IBm?_zF%2Z2po&)7;xbBREGUu1N6#93ursn-~_|ibOaVF!DQ)di+Z`RKeg*
z2*cq3$2S1u;Q$VIMHtQoFdg8yZ&VWZ!sZ~34^@c)^!?=|TA}756(6bs1L*t;*!|^k
zdm$B$3Jm)ij&88T`yc`*1vY&R=TaEb9}zem5dSl%g9igRJP2Vp7r@ooOG1;D!f{)e
z!m~(2kqV~+KyW|W!3BGNcrbv+9Dy`A7qIESATY~?-V_#RG~#eB;MyMn$0Gp>J`Qm>
z5dij>%q2`j1P%m%l6~1R01i(<7)}A8rf?QHPBDQEVSIoIhGQAzQMSc@&9`tIg{54C
z9B>AJr7X7pIc*lwVE13p+G!jAEb?4rfPH@`#o;{41&F|2zZxZ0QDh<F_y9$Q3PmF6
z-baXqR~I{S-~%`&3XV{UyZ(wbijf62{oUWI$vF{$O@1{wzQ4}}mLUxvAg~`3*j8-q
zGwqin1MKWC`hkq(+E*b0d-_ZqZs#iruRt7j^O@0c51*${hcG_06vXyDOW{IffZcnL
zH=0Me7!iCxlyN+lxM$Camm(1#K%B&hxM!~@u?DHIWe;^{6z9JJ5qtpuWJMV4(eu2l
zLn3U^vlb@*q_(h)2*d6?)ZGzWiU$#VfRq9zrA-}t&Oxcon~@6p@=&qHaKYOUfi3t&
zKZC=UWpg_su=#!z&TCuP4(|2o)bb1I5|07sKK{$68+r8DFC-7VZH(t8jD-(KcQjJ+
z>3zSDwlR!&D-vNd{^eibJSIbKLj?BXvwnqhd<?l05!i~K{wFlF>wksLg2DG74BPRK
z|4N3nVaWZ6-~&<`N}u`_*l|0a6L%vKA3z+A#9nmrK}!NB?n5FzSWKp4)Lu(GPv{XO
z!VW!4A9v_^oJNH4!3456ul`Of?X_)srqn@X!w0azkzUL`u%&YuhmeR5AWjj)1Ul*p
ztdlJM5oCe=`x$?bBCgLfh`{#!gMX00T+DNb-~+@==3=`3NisS6i%5ihd{BQ1M_xe$
zHt@gulMF~MP|jVj#Ev2b_VIx-f{T6w5qxMGR{lk@I1xASWqbf}7*7{B?~|CUw~>es
zAQtwb`!<qxH1rf1U{N;5=;%{qOe6-N=44x`=M<?-Vzdu2CO#nMTqWk|(_pxw(<CW|
zv3!IquvhOo4V9B2pCST#^CwP|<!u=91tRzWF+=HzGjQ~MHGG4POr|%TA<lR__YNud
zwlao1#;`qKN|5Bq+b2t9;YjynZQm+&*#4$;KE%o=Qkg~ByYp7lG<twYsgVePn9)}H
z7J()29NJcrsv_~cJfIUHTN3!(=FpdWOQYx?60C&gP+Ni2nGOz-I>G;oLZrFy`mI3f
zO+N{Nh1ncBqmR^|4hxmKhNBcuDvj+6qc(i2U?dQq3Y8|nD<TXWJ9FsHzOZCo5+-H9
z|Et3o!xLfPh@3+!`oT&xEnKp4A#J=X9!jD!!=)i)7QHrH8X1X4`9Z_AR{BM*G~U8@
z9n-znR;JTwc~V*=0zhA9rPX<oEr!v5L5srqgctLqaUA&_5jc;KmM_iY$X|%S@q<hA
zrP&-gg9w~Hct2m7#SsZNVPO?Jtd}&6BVmZZDTC3yr7_9s0Rxt11XAF9!O33IWX>Cn
z2%Ibc-YFc3Lj=wg(B4vC*b@U=&x*vK3V{B%SZTKcSYu8^tJ~lO1|L9=6-Zs-f3W&I
zc!9wk;mEJr`dA-nJm6sK-gIJLsXhD;25(Q-^p!fm|6uj8@B)K(rBVGD1Xk}vZT+My
zz`^w87G;~(d%P-({?Sj$j6?wRISS_;`%5!ol(P(=HymiVw7*nnQMPXJhxmgdF#z0e
zT4~|{X-XSL%fwvb1M2g5x^|#6e8&s0xrT=rVi<!J8Q=`VkpYkZLpmYSDT8JXlxA|I
zD<W`O;gW$;F-LL`f#V5Z4wS}PlpSK)caT&Ni2+dJQ!A|;Bu$VCGQ96qr_xskNm<fY
zR{G5#X||;wMusy95Ewxx?tr$>4(!VV5yuDUI*m>n4F0C~220toLlDOY;8Qpbzh{V`
zm6SxM)>OEbHt_hvkq;kQeBevbvy4I(d;rTpF6z6N;kY&1#vY5ru^DiIi!{YD0RwOp
z!7&sn`eY2inS%$1O4HnUvOvbi`i6Q>6nr4CO54$fZEPUoqwJD(4f3lPdQA--!w^0g
z?Ozze2MfK0A>8Da--iDn>boky$nUEm`2#nnpAg7L9QafKpK;(z0er=QZv^ly2YwL1
zj~w_}0KahHcLDstfm4}o(2;FC*T6OuD0&{aI2phcmDCXIk~4Cs0C1-q_`?N&d*lE_
z2mrUm0f-U+ZiNF7BLLU~cOw!f5ZwL-AOQikqlQ0(03b;Pm|AVs5Nvica*6<On;ZDk
z1b}<m0AvUNcd-G;<N)R$cd-HKAXsq!8i0-h!0l=PItc*xsR8IB0NkMlpql`2YZ`zY
z0pQLw06hhO+tKUbqxE?L!HsBO=_LT%hX$ZP0JseeKwkmi1~dTu1%Ug`01OlW?lS{0
zSOB=U48TwZxUrJrt}-CQ1q*H}129qmxTg%jXaV3(G5})*fZN9aj28fI8v`&=0Jv)m
zz+?g7PO%%1LV@5GF#t9J;Jz>b(*=MV!T`(=0B!&SFiQZq=?lOd0pK<-0Otz;cXa`{
z00B3vWw@OS$O6HF8@T{15&-Vw0$>*aZrcLj5CCr10#G6V+@}S=i2&};%1hxt0LoPW
z>#|#3jzQdkl`A;ir2?$3ufP!gE?2JM<a!lg<O|i1d=V#KB7oH#a0_4!2d)snm07&~
ztry4!&T<U`xRoe-IIvj-SfX3iki3nPw+mng2d)>u4IH=`0o-1cZ{ff$4nX^3B5xP;
zJ2?Gr0o=oZ`vvd-2lfbHF9#k*0Qc(TM>x=^0xXHg)R26TlMlhm%_AJ<$WwylX%0Lq
zfaf^yq5xjvz^ejyjRVIJz%4oX4G#QU1(+6ZsUi7oBt!duS0L{p(jb2*fa4taSOA}J
z;Bx_d!GW(4z#T97BnQ4z0hZ_wYDoT(lYdqLxBLr7epeCs4-T9{05`tm(;OhMv{QD%
zK*<m_B!|L(09XVN!GUN2#Bd;900|sO>HzhR{gzNp=12;%@J%ZanWl#1bWY9`Ko$o&
z3Lu*UT?EjT133cd!GSyh<img1{}dpCyF79q&eC56nDGXxA$brd4;8>L4vZAQC=QGj
zz&H*}6u=}76e<AZe=0|&BZAvDauEk+sQ}YrjvA8Za`FWNn9qSl0$9uehX9H>;1s}8
z4wQFrtBJ}SsYDjsBay2(utEix7PS~c@4H;b$rq{sBd=0J^2MBdsQ@nHz*+%Z&H%T3
zl|a^UmW=|qngiDgU=s(n3Sb)twhLef2d+nec`WewCY13_D!}x-MGeXBbWYzXkW3ET
zCIEC`f`mH+fUZjb?h*hxEdjVk0O+U$;64GMZxVn91b{wC0Cu|tf<8$=_6h)9k^np;
z0CYwI@Q47={|LYV0ie?nfJX&@-bMfp3IN@V06d`rZtyTN<gki>Z;=5<1b|*ei1V}n
z(31$jKLmj8Ljax=0J;kSctHT@Ed<~t0icHv0QV~bv2)}#0iY8QSY8(Z`TzlVLjdUW
z1K?i*Kt~?{ZwdhYd;q*H0CeyH@QwmN`$M-LAnyql^yLBYfdJ5p2f%Rwpyv*Nj|6}o
zI{-cr0Q%|x_)Gxkqyyj!0ib&h$N#Scf}S~GIVk}2$N})J0MH=^!1n?`e;fcmBEVcO
z_yZUKepUfi-G5a>%n1kN-v!{ll}GqfAn1JqmQw;i=NkZL1b}Wg00_8Ec%tZV10X~I
z=wt&ROaSOu1Hd8x^r!(4=@tn3(Ey1S0D8;-h!p^O$pDBK06NA1NE872#Q;bW0D8m#
zXe$78g#nPF0&ehvF(gez!1=|13<03;3*ux70R3G6bPxdgxB%#g0CPOO$AQi&z>1-(
z8e*O;;O}n5@lSZO0O=uE(3u55t^m-D1wcLm=$Mjw!G8esQ2~}lKQ$!x=j1^G7|elT
z0vHbe;rKTS5pg0NfUzpTM2^Q0`k~|r@E?#Ts{kVxsv&tQCr=kZ5eH@oU^WNN7r;C$
ze-ODqAPYHQ7r+t@ln9`d1Iq+Z#)0JmsNjH00M#6*6+j&aF0{JUyj{eRO9abm4zLP}
zo-%n22d+R4?m7d-ufmYxIb%85paRS|SF0iLnK80Q0O&Wv_P<FW=r;qATLge^GXS;;
z0KH}aGzb8lW&rFE0Q$-RxK04*Dg)pK0idT0fSVAQ7=rn~8U6)iCr6YC`E6=QzMYfr
z62RRYxK9B0b6~ds_Hf`K0X)os0|IE|z(HnSbiB!rbL6mKd6EN93*Z?JJSTwXIq;GI
zUgp4S2#8-vK-P|_04tP#sv&T^LH>dMZ$y~841YZYz}qUoBD|x9nC}h9?+E}MZUB5B
z0Q9#3a9jZBZUf*W0id@HfKLz@&(`1g3m`x~X9(DWCHf_X#1Arnd{PA%`CByvzBd;8
zdjX)+4fuZ)0D9X1_(=fhRs-M{>v=XM4fLV`@|$2m_Za|x2moDZ0Q@BYbfW=qS^!fs
zsArm#-$%V_3~~ZDwcr99Ud>-L<vzQMrr1yf31N2%FYF@Wh20vwj4rQX_l*DzD+;{q
z7XBVjFPbimO1&9Ec#|70y|;L>)C1LanpGsFO}-@vRXx{ZpEPrvy<o7tPkuFQ_k)#g
z3=)A>fw<J0f>6EFXSB<J*gF+EE}*w~`f17>i3jih@ggZU^)`hCS8Q8612vZFYzcmR
zlO;uXZ=4y0!tPW!amBO6(^KPI+f_>IV(-)2UZ84yM^miyni-JpT}`qaL6&<I7F<?r
z@pKgldS9QFg$mv4L+_@iw{sWh)OkQ*#CyiJc(Mf}9Nn@PJ8H{I#JQ~kEf4p%I8q-i
z(rzWvG<1S&@rZ*Yc1$YhDKUG&Kznc1cF!sz*vN@J+!jx}Z8K7Ez<nl=ln9@7t+SW7
z;HS`VemTE(CDxjHtbmo-&<~X2V;Mf&_;BE34nAh$V;(+M;X}s9N_^DfV>Ldi@v#^m
z3*ZsIrPyOBtzef$f~PH;uAM14=dxb_v{wzP9km}bY0M=3S$j`LAP-b^m4%%?&k-zm
zE<QUBE3KzM1@RbqP6CYhh>E&E;na5)py)TzP(0rZAUnz1LkPe_!+>H%*O~%V58B27
z2^|QYJ|Y5;a^tYJd%6n@4qIA*6W7~XMZyD+>437shMfg397W8UjdjkW9?aus=zOZ2
zY65mNEmw`(^w}Qz;B2Y$LbUy*{HF}?LKDIZjRr5Y61>nX@Ipht3v&)H%q6@qWAMV9
zzzbD}7itTyX^kD`NW+IpjoEN{meeV#5h_68?S+r8Z=g?Yl~Q9^_;BIBVE-hA?s7>f
zp$#(dzO+T^fN{RwBIV;dW2@9X9d`*liRuYRyl@VxYbhMHpG_BSg<Y@NboEv#EsU|z
z-f(|p2$BwOl`_H^#uI>3M;NN-cQ@s&&)p_9=57laJhkHfV}QdS{*o|8z2OkPCJBda
zn3}x{$Ag*?waz-bs~RtDVCba61%QSwt-wP$3|U;b6p-+$`pRNwje?aI)&UmA?)yTB
z9{V696La?c2O-H(EZY5ruY*<gd=k<V@u44vSn<8+!;tO+k#3txY%&2MvCACwa5ULb
zWyhmcT)wT6*xX2rP>C#&Cq4{GO<|GmBevI(9=5!0+2Fp6`1OZegQ(*n86z1}u4Ee^
zVG8AyOYOBKjtW=7;K75G6b4JS2}n#pVo8~!xTf4$1Ha$n!b*>abVqeJ9S`Y&?}H#T
zl?lB~vOR$D!fPE>j)Fcc>2HpQ<RVwbiIChZ#+4poTOI;jF=)qH_>BU5AemX1I)P^>
z<GDG+b|3Oss$J!^wfF&L20tHS`x)T~yD$D*i0u^M^vI_nshHSjCqlCE9raO2dwh5Q
zC}dCvCShEt?cGq25X)|@wXd+(;RiyQrtXhIx+3%4ABA+r_p2X;bkAUsYQk-s!y!^6
zbYvCwQb(PGMM(IVTeX++p7wD_M~t}Q<B%@+zV73Y+;E(cc(Uk{86>MMpPzW53iUsT
zq^CX(DIn8nuTMg<#xZVx-53}TWmIA>f*Tp?oXct)6^bklJM}Q#`bkJS2z=m^ko-gz
zSFMW}pf0ct+lcVQme#MRcUD!oRzcY-zs>Z?Ba5t5clN(ukugkH4O!T~&N47vt*dYz
z6)wA^-+VygxM|WU{@@VQJ@jcvMjB%_sCLuo51)o4_u&cnRapkcBUo2nRa@bN+zjfi
zm?w+w{Xxn~QbKBrz!-GjM<MB<?7#0%grtH3w|*AVb}ADl+A|Ajb&v%ks$Ca4YbqQU
zDnb+0F!WGx!=IxH`Ub|BO1FMW(%Z8C{rVUv?axCxbzmgXSh#ep%b8ABe9j8e^LfY|
zDfKb>!*da-^v};jPBgy%MM#6x4QgYZv&N3yR<2bSu-BDA1zT2TU+JiT?>^HLb0RuZ
z>k=uY@%YyvqxSPIXkg(8XfRLS721|HjKa}{g;>MIU7Ebb6;3NGp^JBgwsT`cC|p{&
z9+)iRG#Uf1F5C=YC_miAkZpz60}>DRSP5lP>9p5Zm5WaFrowxG7y*5|Xh|UX{=$a<
zjm0R=nmT*&D)!}hCT)M=lj|E&@dw{^c778NgP$(^55!2P$7)IXTt(aWY;oB0S;T=n
z<g~$$-I5WGMCr<rN=8T_whl;$!6sc%UggwA09!V(<<d)T3(YEEti6bBG_od@IO<Bu
zFjM(<JA6_a>~H6Z+a?p}w}GV%ol!xOhVve48nMmbX{+%X<joQ&HBKQ!saLJ?UI-|&
ziETbjzdbZPlBHZsY|H5I+e6cMu$<VcsQvcPwvmhAKNJnu6~l>ERzS8D#CA1ev3|GQ
zFiG2pZ5I-w;TRsw{p>g`Q*^(B*q%mG3>q1JWm!|@s8ngs65De~i>Px}Rzq!5#yQ)I
z#P$&rS5o72)FnIZWu;5|EAl=iwr(&I(2n<pTDji6B-<=H{f^M=9!!_Hl5Hs)1YGrX
z)%A6Dv_2aIzyMVtwo8zfj5p>cPf$c&7Gise#XuFc1EWmZ8zHu@1kF*i%)Z>YN|p9a
zi0xOP(G_=xCUI5%2(ejc;+>(X+-6aswj3N1SOw!3v@oFsp|)EPXEs6H4oB@2Wp;(y
z;=_OzhsrQoZGE*m1F*FTv&}?me5GT#)6PelI_E{oq`@{P%qAnb0B@r0+l3`o8D_f&
zu^9D&U0vbq4YM8JaaU+^DDE-9g@d6fq=fdqD>SVg0{W)J!n{88VgE;p>dMbu2C2V{
zm)BcKE}>7{1-4;WU>jzze>+vu(wY|o5?RG?+Oa@t>);aFWr`Bf3V~M`#_QJvOYqai
zN(F$aT?wtaJG5OIPg}VzS)FqsNSEviO)letutc;fpkZ2-VVJJ8H6E>$85U5w4CP(U
zLM1P{Zb_4)wIGIR{SgcLG<hD$x717M=6gchb>neGXUjQ#+Y4g!vfDy4!WlIKZ&1#F
z+dWyxx1E>3&)`ElO=1*XQ)Xd(x6c5jH)sF*_azMEbr<U4p?gEehI9-Mp-Z+&8I4)@
zh3*M!d~HwYr2FXuJ;EZQ;g$|qWY)QAvKP@6Z@`JW=`+H^>68UwSJOUg!`jkkPlqLh
zO>k7yI_a)6A*qeOEeQKJ{2uh4u*4lF!cwR;-V)h(`nIs26KL<kkVIPbNZ9;Fc=Yba
z#7Al3>E18GI@6-3Bihk_e-Y-Oi+6+cH5W*sbm!jiWV*XYSa_u1rinj=r_$=N;feJ4
zLm_SGmJuNd>o5B<tnsoh!!O)P$<3Ce#+a)u&&Sh_TP@w-R$EICdMYO@lHM>eJeq#(
zwzO{?af4-LTk-(izsJ&%&1(zS6~2W%LXoSw9wxRhsm+J69QzCU(;f?(5N7PPu$lAt
zy_Q_I9I{<YY&Sw5O1D04=@iF0f}4r05qs4Rl(>mC1fw6@YsrK8<c@t7Hs8+OXX%U6
zOUFJ-e>TnBXDPt<%lo+WpOtrqhb(MiHR>S?n}Jt7WXVCk>mRaY;rlU#{?0=dwhXa6
z%-{VUw&ZbL?hduRhdp36-SseBJe@WrEIwN406z$|Iq6LgTRQPBby=A08v4S+mV6$(
zHq3S<J@c@ogN@~By~XyZ1>_{^Y-0!G)K@Fg9=F(PBY+`E&rnj~bW{nJ`Uu<AbonEe
z44%SG5w`p2=0_|Yc<_M;+dkU(h$V*yAC9m+O22%>(uD^PM%Yf#l>L@G9y}9e8$)gT
zRqD8Co1I>=-=d7Sj%b@qZ`p6j<jfV(knTVBTe|Y#_0hI_>3{dD`My8e_B!owz>*iw
zGWtfe?c-?3M_Lhm>Mx=QJQ8b*rk5R1Z4(z~tE2l5s1jDj+1Aq&2P{3f{Ecz812nnO
z(wPSzjk6u1qZ=*RJosds?HO9pXvyNiXX9*NQg5TB8&Cb~INQ*8NWE(jZT~0f#(9Rv
z+vd^V8!bI~aDKe)Dw_AGr7sVzPp}Q7<&UbS7}CbJgwjXV%oew?)zIf2we;c4^=)h?
zDS6D2&TGdHZEPh;SZMUf5z;oB8Niujt3)hHD@Z=yDO_W#q)Q&Nv<=0bLt62uC7Udv
zH$7(Q1g|5HSyI9gS8BZ^FQI21v!rq?mF|6lr1N-Z_F1y{f2a0X+C$Wf4_dmyYu7<b
zN6y`eUVAy|j1s;*Xvqgs=Hr&!6ec{NX)d8l9=GHH&!)#MUE4DreGOb$EDo#F*B`ei
zDy%(V>B)YLpq6qNMy#i6;dVee{|QTPso!oots)|$@$M%qFGbPn=Pe~P{5eY;EgTv#
zjJAKl(xGw43ziSU8dF}gyc62^;~SQfWsUC-jrfDPKmH>}uy^G02-a!`E|2Jjt#!%r
zh(4L<ZuTTDt0^x<w*;=6+2n)!q3P)55t(E$eRX+6moVh4r@dFfA$Yu%y)nBYV#y>v
z(_dKVfD($w`_9303==vBtS8}j8IZ`XM<Uv>`EKD!m;eJ;G~-eaNV6jDLZH_IQdnty
zWhMMZ8lrvi2-h)je*{~0_un7UDU&gONo;ZG5#Vz8@8wvO`u!2sB;3jpa#$dZ4!@S9
zhp|mAI&yzR8ks~-?2pJOV$?vL8SJYhgQA$;uA1U<=z(=iss@u9ryhvNPe8-2el8*{
z4BhgzbYBf=*9f=3jUCh;wJ%I8w1Vz2Y+Yxsaa1kiQ&bv%CL)I~h{hDo1rBY=d$G&K
zED4e47hVOV2p$<OcLzfOy1}*?j8~6-Cv{bhTS0n07WPY&VLr)(LOOQ(_?d{##NK%P
zOhgnL8&2j#c8g*OO(-nI`FGDqHU^C75y@OkOW>W$==T>M1ofh7TqR{r@UImsv;D$D
pg|7e}3XWm8@dV8CK#$0Ds6L?j@xn7e2~%!VYs_wZw?||<@_%hU7nuM6

delta 70851
zcmd6QcVJY-_CIq|Hof;AdJPG^mjHnfHV}#+ZP_FX<dQ}TiXZ_M1z9Axk+D*Ic16JQ
z@PRaYq1y`z57B3NB2VA5Ao4qB=HA&&ayM}j<onAX_hvrl%$b=pXJ*blGkfpO4IM6g
z(0=Fb!%17m#*ytq0!quOZ24tni!9?NkFK*vJC5HT<7YROloeJN+bZkmiF6X7*xNbs
z)+N%@5sJ4Xd_-t;xX4sqR$g6fttu)jt+U5CMy`%=d^|iUG_bPDR$OeYuv9HA2O;)o
zn(L`VJBDY*ktoNRxltZ<_IP?cK#6ZxXAi9`w-ywYF0jn6E-gSo!0+qwe;D2NAc+X}
zudrDQOKg_nqS8fm_BcA^GKurAvwIbl7TT__vq#dAi<HRlI(wj~TIRUSadq|%Q1gz8
zJ(jMDRbowb_Mr0OvMPr)GrV2k!tw&wLc{ZmO05-3Ed`cxYlXGMR%NSr_L<CcN{!W{
zO`EYJKb+@lS@*zD)htr?CvH$Di`2dw6Vz;x+CSqrb(%=M_r*EYB2vH9j#2YO>eBUZ
ztGOa|dDjc-JUun9&FpX0YimT(l-^by=S<!4nL10P2G96K%@V0wl>_Pwk$U3H!|E83
z`lzl}ousF%rhgAm$BI<DP4m?$A~j>!v+8V*8m;wK$Ak&$ctQMJ*{sgdQ~9ZdXVnQJ
zHT|jM>P(SZvZ9wdSEL*-bXTW~)LsAkQoTl`=x1^2RFT^3FsTzg+Qe|>=Wkj6yP6}2
zkIvfT7&msX3A<xMU1!G+*)<M2F4J-6^jZ^kijGz1t#_1Vukx*B-Jzk1eW7Dj?rg`5
zi9wE)xi<h2dk2YRa-L)U#1)RZDb<de+~tmkXD)T1h{==RbU3DOFk!z5A!|TLx#O0p
zu^zSRJV)xR>m77jIJwsG<g~Vq&!;6j4o?g7uVuXgS?uYK5OaKtFi#k6mR|iVz0%4{
z7t|RMGy2pcIyR4wCQL?ZJsBATHMUyT$5>JpmIR}_t>Yg#0lu?&mF?LK&0E*O5j`Qo
zvCW)7?~GAmX~H7K&#~2<$WvQY*VJc_0_9*=vPO?jq?xHoB;5dc6#D=a$bc}*080jI
zNG<DWO+$`#*Q^Dttyk=;n5LFq69$@^?y4V<j@@5B!v<e80&K}GEZ>Hi8_7h_ufuU6
zdxfJk`=*H6YP(NSX+d#yp{=k^y&bsK^^P}YcWBT4T?c8qXJJu6Rh^@5b=~ATyLVMl
z6;5Y2)^%2`j?g(H0#7rZskZBp$FXBc5;^C%aZY=3*74w+nH|pnwK|`Tb@iX{f0tD(
z>pA#$;WG70xXr0kzjh2+-2<{sn%lYXJV5FtxK!s`)gR!FCH;r<{lsto<F{Y<?KgI-
zR)2@PsuhQJ+f;F%&g}-peLA<DO=aczd$z7ToUWQGuhx<b<?Xb@@aDy~vN)U%n<_53
z7&{@kIBGs`UZ+-;hhw^l@;vC7K1!71c(G3n_NzT?K}AvFY)e70wX!mWuYYyCB7Iv~
z5u7xdtVsM2rLEuUI^D=9rnNpE)ylGQX=$Qt`dt|5O3vY}t)}+8R+fm%R}&?A(9#h~
ztmE=rAL#7QOB1+lSz1}>wM`f5u#^pk;_fT!#fvLxWpTI)H_=8%MtKSpmr)+0_2RNt
zmWS(nQ|0w|Wh|7}<CWoBd23r)9(oc@mAAEa2$Z+AwvSdGZDo1rt29+!@_kuQUh;jz
zwDKNqWqIfgHC5h=`2(T67xOc;@}6yFdFXF7Ri3?IJd|fI$kfU^)XMVEqid?X6@@ua
z-ipFeT6xD>Sswa~O_kTsK2No>JoIUrDsRX9agOeXafaD3KbsHvZ(CU;dcI8+xoyD^
zUonL{wk;USi~Y5g#iEPdf?`cxt#b{~mv5@rE#Hp-<xVUbSj0S$$W|7I9%d880oC4_
zo=;V}IJ&Do-fX$%Y0ZAywX%GCJZYkQdSMW0$GwCoe14qmd~U4oDP**=9{6D7t{xuX
zangfBNM~5CS0<8FuKD4uED^nLcO^oBsQFl$YWE3u45|o*E+1dfmK(OYl?9`V-$cQV
z;}sqKSVzZVfWTp$8*O8zHmjB8PHehd4|-ve66-ROH&<#dN>M8d#%I^28k|&>3i=&U
z6<@>Jd0p#@tG4?Umz6GXeeS{X&*BB2nc2e%3ty=C7{NjpDth?pGz>VX=zO!MVimn#
z7Ozmz7iF;u6@5e&r%=&xQ<?XLJ{1d3sOasm(1eP92zvll(L-P%2^H6F_Nc1js>(tU
zDz0}d457kGRMUpVAXHo=ApQUsoV!`*LB;8mg&kC!;aJE)#mR>~qpCO!um?~T2O<kI
zs5n5_Gp33b%fbsP+7N~o+Njv6EUKU~ecL^&$_n~w&xuH9kBR>I)y2iODu_K*;?ttx
z!{BL0>XH~AG+2B<bc|fmx1XK>44xL5B;N|#d|QRBw7}+0&ex8omZT2Ftm^l8VYYA|
z)bh_iSUNH`#5vx&7+J%fE$_h=GAWy+q+q4B$J06?qLztJZ-<+a7CNgNTqq+nW$^aj
z<wB`PxYr%wYsW9wC1kTXAZUt>#RdnZR90ClDz)dbJ&;pcEuoHmEBtG?7_EIy744Ri
zXsDv+{)~tkqbR@~kdyb+E+(U%GV7_V1-gX%_F$n!$Bv~YmpN|R(x~3dL_Yg7l^1o_
z3@y|Vc|$})WBWu(lA$I)lo3(HtW4|Bzf_Zs&}E4*QHL&z?8AFY@oteB{%u(!rCpY3
zv1@~!BlLF}5m!-ZTb85Jwk+3`*0E(u%eb+T(%MN$GPJZ584*`eX+2gnn*WMQ%d4xj
z`ER^TwLQdW-M1pV;b<KzCCN~Sqh&;(iy@YmzjU<XycZzmy`r9F5D;EfmxJM1wzAZx
z@c~^b(-fy(N3RTRsMkeOl3aA+9MB78L|jGNw5)RVk}a#^_zH5TOm&^Q`(RZ}L)~qV
zl4PhmyNrmdYm<S(CQFJc3(zRdVvE7vfXJ=#?=p>XYSwmhSVPS|D<#QLvpZ!(G^tse
z{C3G&SmU@(xIfyQ2wuKgZ_C9w>8z7kF<s{^tcJcx<jx~zKHNAXUs-K|6Nej4{Mo=0
zpM#joc3!3@xLE{05K1QvC7uoK;yWo(hIa9_j0iV&@uiFmgAQTaXiavA)*mD5KcTgx
zLtsmecSxA%kT{dHJDBv7afd`pi8Abv2pJJ>IwVv^hCzp91LpRb(e)`OvtEaEZqX2d
zO-tS*DWXTlNYx+xBziD{7<Wmglq|z88O}twSBL}V6}t%n5mgm7+dOxHf<M2>Z1;u(
zEw)nd8nGknCiu6a2sXp#)OF6)&f$31-CCEcAJf@#yB7&}Jbil%!P7tqgdetXgsk%-
z&T~LK2cE9!8eabl5lX_dMeSnnzXs=V5aMTXxBz}`$I;auJ)juWqL$*N94{4kslv+=
zyj+i$8}PCmFDvk}5-&G7mfCL$SOfoR4}WtVru8*EhBgb)mTbs7R~X(|&8;xZ=v@~W
zh+#Qbm?5pH2COh_<NVJ|XwKo&A45(pnb2Spo)4ciF?@DNRiAF`K)M+&FHcFyF&sLN
z%ZP9@n>`{U!(cYEv}`tONpCohDDXZRBKqWGsYb9Vt?LxhC?xoSlo-P<c~?e+n=Uya
zBg3Fe*a3?_GeGJuFfHp6Je)B`?DU~Aj2GSF<s&oUI2Ir7+0X}5q$C*j$YmLAy6KVM
zWn>ui2s?Hn-y<zr^4S>{K0s!Oo=BI{BO4&;o^ICs9#XOl`=l!q;dafx!hv%-GJ+()
zHX+<1v>@d~sW#~P2%{$>NTX=c1SwgD`pA|M;U=n)#dYes<p7rGJfGKs<&PeTBx#^H
zxOLPNS1D6d_IyRbkizIqQLts)U<amLN|vGGN@PS_Ma8X;CW+%&L@jtyMbQ##l`W;L
zoFC`r&#6?V;x2kji6M<bzI9Tv4E4BCMueM5k{h73Z`ek4x|e)jXifw#-_^f#buT-~
zG{s=9W(W3~oU601Q~<+y_>a%m^Tm99T&fXlemWG~*r7QhCC1P)-jWgF#xh=)kzvp!
zY(w2$m$)t#nJkLksyPqOM)KaM61{Ozs{Ys;j_)5beqjDZN|a%b{8vVV>Z(rXGuVHa
z4A)?T^I-{|m0IR_xSYn}(eFfGDgTe_Eo@T~Np84Q#7RjqR9iF?an*c|&yq;oShfNL
zOtvkqE~>DVK%_z6s~;xS9?hb{=+<GR(Wc5^DN%;186YFV%_`cLtM`h!ANz)rcv_P}
z;N&8O{}Z@X<;&EThj_n#D2xsmLE;*kl|@RFq3&kOh;TC+o6%j%M&s;}B!(unWy*v9
zW4ZEfm8q^%d0X0&=!VL>SxS_l@>VhtS8Yrl%>;X@ZO2ps|7-U2s8l<|Sj-+pVjHUD
zAt_OYD%mC@!i_y`=4y2}7F%Xd!#a>;=OGyi$rNr<Z_Cu!X;S+-ki>@idqYZ;q5fXw
zZFlD_)L-(3xAp<)`!O)cc6MYI1^;V<>^rGu2#cDZ)p(G7EhWlOBVWphaO1(9m674<
zayWf^-Z8E7?YUt$Cxew=|M9?C4L;?#6`?&_h(ld28g+V4&CJ&=3Z%hSgwL4kt#s))
z5;ThW4VWw`$KUDkN5;;6E%BymeB0S{IgJkZb&wM2q6_DNjJC~)fZxkP?EU{lpZ?P-
ztqbT+*(4;3DU_vcDfoL)U8fV8seS#*i;=oyJPBzycV$b7GSp?3jEJk~hn41#_;E~y
zfuqX`s?m|<KXT`WSuRs;=K^pkhcr5iQ6eSEP>HIH2shK+Uo^l2M%$Lyip$DTfrA>J
zysAgzimj7ric_%@(;8dnMk!H-ioHWdgd5MK8O65DGg+QXVzm*TH8QVfc4cL?t#Xhy
zYrY^;Yo`uP6G?Ex5&pcCC_^1S!$i1scvTB*G>GWZNLTNqB^%t=?tU<x3?osWL#gT+
zyqv|$IlO%3=eWUMnci9b8dKlF#b)=buwGYSWpT<n^+$m8J!Ghrx)Cn+nH%%QJ1px>
z^qXG9zs3Pjjz726<H+8+&1J3}w@Wi$)?HST8iO;F+`#_43?ahlA@D%KpAb<33!9r$
zRL#U!TH+zlReeZ|ivtcx&E1Ummr=b~#D4A5*xihg5@l%OkuoCO%)eZHf1(Q-_5k)G
z91&nYNd7aA0QGl3TQvRPubX+m@Fo#394Dg#51KcaG}`$bBPGJHCo-9ct2Nn-+kJn3
z5=i=#K&fgOUKZn}5--(wxehN&@v;mrH{zuRFRT3NsR2X{VcSD<#auI6pKBf)NCNp>
z<HhHixsa=sa}C$cpSLihxn_84ssUEYe#ZW1tQ1_Y;m)1BmRTwM=9pV)t+3K3r0UP+
zjeDLo4r@OuCCboRA7UchTWh^&Mr$A39a~=QjX%J6wVSrD`KD9@G+l%_=Dyaop_lNQ
zlq5q{yeuQa%@lf2MuzbdJMWR^#)$UB>}Da{)|zU-7-6qoXmX4g?#8ujjKF&w_!!wN
z#)uLiGu1G=2s~gsMlQEh70!q4-<b%vW5jhUOg-279~@ea!0x}pazx+!Pi=`Z!tQ*y
zL&GtWBqhjjjKs@`aPzDj!(`MC3A*~+EjTja2z*4}_L;)p`j#>lUZkTvjEs?~G=CTg
zJP_u%_mM`sKABRI3^h1hM#NRr;I=ROg4J#NvWGS`7s=GqskHQ;x;Het`BIV$l~y1l
z!p+qD7nmJP;P%ilOUjCuz`FxesutQ(@byiO9VdM!u((ZQnr4yfW!mGS+;^fHD))9N
zNruY3O-963w8*`8>ti~Ty%e$D&#rgLRNAS*arZPD(@#rDGSuLcG9sEZ&*ql>CWGvJ
zooY@*)1JexEnP0PXTTXyL$@m>oAa-r=KybH;-14(!gKgWrYo3T(2BUmM|i%H5@To-
zUoa6(>p}#bMz}11E%Tyk?}x*dj@tY6vzESrvMv;v;YhtP+|llVMnl9~N|vEEJeUZ#
z+PKm_REN!790{B8-Af%dcjX(VU8Nd<J|&q!Gd$r}C_6WIY&h+9k`iX9k@hko+)TTv
zT&wjS(p)U5B>^wT{w+O0ZQpO{%+;1FQ%yFYz>W&H_HU@M94R@58XG4g!p$_xHP+l5
z+2l0KO}RM{O;59JWSYWiqXmVX0aHG|xUGg(zDwX%1YMn5s%Kg{&1tj!827XNBnT3^
zv&)vvaPU4nKHKjRv%Nz~jX0+1&r=)E_O()C3~h5g6LHn%w}#J%&q%dES461e@<WZL
zwjENU43+Vej0iVV+v8lJ?o6mfQ(KcyiSNr)ntKjlOQDW?9%;0n`i_(+LlqvE5pfk&
zc<9j%j`PQHVLkL{N4`S*CR0@x#f^EaQH0`WDN%-s`$<NGn?>R;usxV4TlT1!6eR1%
z;S?9@==n~gql58Mq71bgBO{_o?YdpK_}Xi<ZaLRJKHD}YqUk00b{RuyxCBFtl)X;%
zYQ;$5-K>1=dqb>!(`CBC!?Ej?Mw?wzr6d^ILmm_HCzn0!5AiF37Wn`;ioEcAk&T_>
z5HHZtFuqT<#9gx@u?cF!SD=Gtx;g%_-M^v3TIo)Vp%g>yl*?$R^?~C<Pxp1C|G?(v
zr~C1_nMyT+sbboWz717TCnd#D6&qzll)4T#r?+|sSLc;<3DBVW(-GeA4)*msyYiR1
ziga5o6uMWY?l{uAIi~I!+E9rvNJ%kN;`1^h+|0gQiOo%&tOM#FvvAJ7+^m}u(e&(F
z(sW<8cy@@_k8h?pf}V{h=k9zqRqMrXWt7Kz@rh?s8}{PAq@)=3;yK=QcT2~W4u#zQ
zoc{i{QDr6Y7Tc<nvV0ZZWT}Os1A?Xe3pDPy=NtVP(pO4~p<29UM7Z&IJ(vu)&z&uL
zXfXdh&3XREVg7qhKC`CFRF|96$A3?2Xihz(q!{Y0tBeRYlLFUUb0fORNr78+b0YrC
zq|ls<Cab|661O6>@{PPp=Q@+y(lM?@Mc9k)jfeM@kBY!s^tosFzVHmIWh}yjp2%_Y
zu9ONXIflkr#zg!{|FHEQP{7`SE@L%d?;t)_>!ccj3hC~6c<+FQgLR{n7(;#BAtS=g
zB)5+1^h&xxjteigb5Y!d7u$2iy&zLvW=Y*0Rr}gDRNV7YVhk1cjEsn@sJIpT+e0j5
z#r_1%%lK5Lo|?vz55zar*hf-g3^n$?j0iXD!e3x&=y6AnhR<TbSN7mbclhaoqWMMC
z5}=qI!w>p+;>J0h5TL|q3T+c2<Dc-c`|81jh6=qTqYbvgXaRTUF`(aML|k2k28^{;
zRpA+gg|_1IhCgwrN8^vk?OUMKYhG%!FPJJN#?VTWWJENnRJUtB_ZN(oeCHz#U#FTA
zp?ME(4&4>Y*oUi$X>J4ievPr)pzWnx!L4&~F!c-JHq4Rf3LeLOy<g+al$lau42@zs
z6LHnNhK8q7mrJ#PZKi-CLLGBn>(+4ESt=#UP#H^PM7UY`D!D?hsLN3PdIqd~<*#?q
zChDy+^%Uk4>gf7Lmxfw<KuVOM*6x)NaaFYzP2UJs!tfhHOnp45>F^bqTG!KIq{Hv6
zMo;C3q{JEOalecRH}f;MzUC%ZK26t~Tb=VWpAni9(e(U0Ri-Hh^E3Mj%+;EowU3AK
zN4x)sIr@@R8*plJZ1~vtVDxWNq704WXC~sR&C?Axy%R!ZTtiJ6MhBx~r34wOB1%St
zoB1Z3$+)u7tJGudV4AUhsJ(S#giJNr1OxUH<~Vq)(Mw#0N=Y)**&rDaS5apTk3tv9
z)Kgd5u!f78RZ5DX!sg0|a5EYI1x5yQWy|)q*T}R-S8SLgz40;V)l!lSm3xznh$fZW
z+%nbVO2_9^+g+X8kT&>d{AGfgM%$P!ZE{93e`@I*uRW5ChpHM*?~}1Ow=-3Xc5mQw
zl|$;k(zXr!tdu{m9+K%BW+-I5<Iw6x4$*!oIW8)7MgjIR5r#@Z{wuwE({Rl@E!6^C
z^FR~lAL`d|HaaCG$50a=%ZP9@eSg5Uc|{*g8Z3F9VX|HVXl%!^MvrntN{*q%{`mh?
zV+|L)&QeX)jErn*wB_AFN{*q*+RBJ<Gb{fEM%LmbZ-PvF^qDOAolXtMZ?=>iL)B)<
zh`5U5H}IQma9IPt8L2%Km&?>sSJ_wJ<TX@TiIf~em8mi!uA<6TeID<!eY5Iw&D*b&
zsjjZMr@w17^=*`rW2m`1WJEMMj$7qj@zuLI5xo5R$6uUI)eADSIP>*f&hEp(LH0H6
zs})CR<WvO-r|O7ImoV#atUqTQOL$94l%avV&P4p5`BmRZwSdJE)}J$qC44O<$WRqu
z%7}0?%bexv{3{)+kZ@VY3hbxRuY&`nq!{YUPe#O5)K^2ds*g-P^#KQuyN!QRogpR3
zP-$s0BHT>Ke}R#;*s+=+(;lweOaJQJ&_|diCB;y&lVwC)MQd#6RxOvQr_&mL`DR2z
zr7e|`WT><yG9s>`(%d*!TV<-tb+`SyMpNGdQc?`{cCU<xCP#5|J`r<d>bpeF?HRs!
zHz%TLx9Sy{RnNe!ngEzv_ko3~uHg3hmhVUKt(gSjPJJZP6&{X_)c6Bs?@Ng>G>Uha
z2)DZUt3y=3NVNbI(cR!(HUE_oVyK4y$cS(=r<~`i{43q4ga|1&3e;t^9TO`h#ZX^S
zG9s>`z8bnwBV_7{1FgG}3pG?qilM>=$%t?>`Thk4)?yc`P^LYo*vy8WfK^I@p;G6{
zh`4%Ic<0Ya{K&?gKPU6Ev1?>1%FS@a&yC)_zgkL)p~h~K5mD^Aaynxge~lT^pj4%!
z<EdY?Q=OR7VtP->)R`-9*sqPe^~a^87%J}(84*p6;pV&_rg(P_6koEN6VbE-bzEk>
zb2S5Pvu`F~Zk-0^K$*q+YFvKE*^(dCKuPw_^n9w)1qT)Pq`C@E>YPlUFz=dPo7eat
z;y<Ot7+S~YG9uhq$EPwf47z1*v)!WgO6$KQPA?21?Rakt5WNusKb!sYuYJYH7^R_&
zdm~UvjA3v1$%t^%8zvbU2E8%;&-TU@c*iltPkZt1$P(Q#SgHZg9gTkWJwQr=VNdjB
zBHT_ESNI8oHvLtvnNsZmjdY`1hBf{O!gMJyhH9BABf^dElE+nhC7(F(D_#a)^jaZP
zTbyRQ(f%Vyqo1lQlM-X7x9ep@xcSCGGkR;$krZnDHLnL{s>>C(xh;ul=qzuM5@V>i
z`<aNVHV%!y<n^*tJD44f8`b!$a0jKt7^-8Rj0iV&w1=zI-S}&n9l8CA*H<z%=BD&w
z2a?p#l)jJ>W2n0`yxmRiOA7a|wJ!pv#$WLAiIQ|Ry3zDbjR%&Olo&&8C^914xEhyR
z+9}SsD({rmJr;0-ZcYYsb=*Cj@M*@a2<@@N=oePbC(LH%=axQ2H1qYY(K7wW$JfCw
zB&gx|8Yv~l(4vOPh`5Tr!MEAsGd}FaI`ux(wNR$gTzw<DHU3ztO-hWR`toH&Tt)RY
z^N}vQOtrZJf6r<BvHP`BVhj~{tBeRYGumG?hGjp{wNs`kT&cNfjjeLKlo&&$J|QFG
zDq3Ze-{yK(rqWz}-V+;t+w6pt7(?|Pl@ZaTO}bs1__}7aG&xsU{xsX12yK<C_X9QO
z^46<0i#;3)yQbN=!W9j^#nM!}Pq<@HMKF&qOcn8kz-UPyEY6W~qw%RQKPgd$7GjbS
z;l@HdWn?gWsefK?YO`H)#R71S;}sowhvbV686Z`Cc)W^p99$jQ(1YnKCB?8WddY}z
z(-%EuWEk|t#6Q~?^}}y1@-FFxNlI+}U!;_aUMY}j2<w$iw>9dOc~Vjgdu5J{2sgbl
zQ$~hCujKsMUTJ-Z+L2V1%16iw(HD0}RUi9;zI;vN2=zKCF@~M7Mn;62&R8uYqj6_c
z+k>mh3M{47B^LPJX+;rybQfQfX$8(4U)78^qE5zJ4N<dsavHx`_$`m$a`EP=&f}?T
z@fO5B@dx?w8)`WU`%F}hw>pD!;>*Buyx4nDb4)6}1Pf^RQVWoRznume{+<kIcmg`d
z)Lq3RJCMYUClHDo9dN@4drkmb5Fv$=FWe^54Kv928muq=#;O=US67Oca=cXFr3x=g
z@Nzv~ZotcOysW^>O1#_z7n_PrK_SN9=R^+tkRft3{HR`g_&7%MU)5WFEd)uih8sWx
z*0`2c)tSONJ5yMBX9`>4Oks1JDQuTBg$;D3u%*t_ikf;!Y`l|*T5zUN3z$N!)UwZ&
zI#c-FQfCT3VCqbLRWF5_LK<qW7QRCW-=B6S@r#7c6n>h}nZj=rI#c+uLT3uUTIfvS
z=L?-F{EneBg&#C@rdIj4@#aYyH;YV(E`Uney{9ZK$uBFebJS_8^?7>BEHaKb=#g3E
z(GF)|)T#4<QT-?U=VSsTSN#&8T=lDHde3aqyUW)s^$ok?w^(!4Z{h#7>UVI3A4Pu8
zZs5}WkN$TyN%g^z2e5f}(j3x_C?PR4XD+$NJ0u1wHJNT(t;A5pLe?T-y@lMz3A5;h
zr<4?$JC8V!aCRQqqUX49KjheIC2NCm6oZ*|Rs&F0FPb)oB+z+<B#Nr}WC-V<LjU-~
zBaXh7&r8TFAUi@>(W7!I%Bst)z0%V&=;AUmnC29cVLVR(-PpyW8{Jb#?&iQGdgdFC
zXj*0?w_<I6wvqLCzjZ#@i1*k9WFu#sK&_v8M9^0jkX0O*N0VPsI@1G7$soFYA(@5j
zensR)yss@HJMcb8<>KB{$!bhbT11xN{m3G+4(~II$<28GyqNQqmXJre^eOb%ZW2fP
zmh#3OEG73L<D4?Cwf~gy46DldJ!G+7&*^mH?;c6?)x~7JAJfLLMO6z1((*Dggyt5J
z?%|m1UAJ&qZWS0c<CsVf63;05*%DAy=Sngj3#zK*1%_6U4FQa6ILy2GwhFG%ud2u(
ze+G{zFDt67q>Bs4P+C+?24m(&s(G`zEg^UD=H$^cmpo#yh})21!F6OECrqP1T=Yo5
zP8>`pUQZ?=b=&o%CXfjqS!t`Xl$BS}RX3A%bkb5Xjpv#`4;@z`Q1`2%_{6E=MDMhi
z4%}k4E+@Y9)D5I3iVa#u7UKP_8%a<4<N=`UTt-GCGHwM)6Nn#OyMiS1q-8k?^<_2b
zlV4OyPpG651(~dor<Rjdn0elfLhN!)*bR7pWd-l+ku~HxOz){7m3Z&Dk}Sge{VO>=
zb`>eZ^zEz2V!U5k#pSNNiRb(ECZ4bKX0jCNU*F96X5Yf^$8I4-h!0xL)7w{*YObX$
zn$c5<qnWpovLN1w1)$E#q8n^<*Gg#dzi;J=NxF^a+;|&VfRcW@jg;WMXbs0dT|=(p
z{n5L`R${5H)bii4mZTxy{<WMh<92czFL^8--b;z6pRR*aOzTJ{a^<WeWt=*Wl7UJB
zQdxs1+Ia)^*vTTU?DVP%8{N1Sx*U`pK<BI{-B7~q>$xT_uP1whaYc9bcM9+CkPl5>
z^qV_K7i5pzK<4oRGwF$4B%I!{ffq<>$t~P?`xF%0tfe&LE|NhH)skL(#EdGm729YY
zCG%;=qa>29s3j&8xN0LQ#ruVgg!OdUon$3T->Ib?<aSJ7ba4E}I&vqbL+>K@;(hyF
zWD{>-FR*J~>W!O7I?{G*B6s6Go08i(PyZ$P8FbR!WDebMl9=d-yLlzD?<N(<xbJQ*
z^xAvKieU6>oXW`H%J^ZZ5=o=)C4;#VX3$+jVBWp{UOr=(?&CAb{r8c-p}djzlkK7C
z7{P>&juD81$(LTfpUm^&ZiPCIj##KfOhcatn9wJJ8@?+ZZs-%i4SgcGp-%)i^oihx
zJ`vo|C4w8eL~uiw$XVsCTK{b(LG+OaNFS`xrw@=CywBOp&GGPNeKyIW*4KO@>GCb4
zinnbHwQeO5)Nd;{keaPz6<-R5loyv(SxT&xV6$uv3E50S>3|1G7h1B71flpFxAAfI
zzinh`7<y<>ISg57m7}X3Br5X#`$19@j6R#Q);)NwcRma<ANw2Wk8EfD#_Mp+LwvZN
zc!&?@sSlHzd1doxO}uX+{q13LlOI0xIW?U^w|@c(c<vFHVL<m69wBp4WZt9txEe(_
zru#<HA0H*9T-JEHbFnFbKK?kFLhqZbMA6z?O`i0J$A}N7XVKa*zR~ot$HBm}9w#I9
zTw6}TwmG0nP=3l2eB7^nf>-^IC-{IYdJ<NxAEN0GPm+|HA7JgjvCba2&{}D+Ev~lW
zOAej>_gdzDuVvo%TILz9Wi#?x702mX6%BN)isrSJS=U<Tl&xh>)mr9ruVF6t8s>4Y
zVaBzF+146nT5GOhrnQDy)*5D5YnWZFVP>_4S=Ab5RBM@=y_WUiTIOW0RZ-1rReY9P
zTfML*r%m<3{WpSrL)$JqMdq6D(LoK0q1S9D(*u8wZPTVRYmOQgL&+hSIF4*5BVF-G
z4NrTTjCI9hG~E9Mm^HS}gY`Rj9tjIlT|~xfEI&U@Cb?!!((niN@T{?PzLiAQ%bMye
zHI4e^lbCwc_ONcgN;)$qDWXm*65S}ZGq_OdFR^s-PEjPoyJ_+cK1aIKz+EIos}Ccl
zX+-lbGQbtj(C~+Mkr}Rd9}Q1@hKzB=`)l~=ze6Eq^GT3iX;#W0je6=CGSoHKP$!;2
z7d=Y?T!|wzBJ@fmHaB|H0^&t`E+oPAWRKF=etDKmbIqQm;U&+J-mZAIhJ!jLxZ)Eu
zoV8%a^CZ}nI8h_s_B`qDici+?&z>i}T=8idp8j_-$Q7TV;h%mCZ5mNRl7s7Y;Vg{|
zbr|fLZLWq7-c822;#Mc#gC5^a;$4Y_8WF5C(-mK!;UzDSVXnBU;Y<N)d4n!2aizxn
zSYJKm8WH-pJKg>d66z|qQX?|^`|ij3_P0bMLN9fX;4Z7HO)u5RFkD8v%3QAD(6;Wh
z$6gZUO00p|`At4VqUnacB*c|?la}+qUed=EU#;T@p=WBBkk|-tcgsrab<Y}&hxH!t
zH0Zr`Ff`wXa)HvNo{8R}<xAX0vRupDsNrBG-RX{fB*>Lmrx8!>Bja6hs^QRp?va(&
zQfo%9dX>Caqq9ox+)q+nGe4ja#h9Xr2S}tV$5xGF@&S?(!6!6yxz&gH>;iALwVr@A
zrTh@_L*Ln7%gcBk1MlyU?sQ)~Aciv|J_)YyA(Ac}Za-Z`jQVs8wH*{=g+aUYh8`q+
zT}ye6;rcwnSa-96bqit89#&jEXdf)@hsY>bSqHT;CcQ+`UGbN}oBIs95}N5x556RN
zhKYWSW$I0XUM7C7ncmcd!DJB0b6#FaLhCj2uwLF<@aXZ!O7Qn~zD&Gbg&bq^doTLc
zDiT;P>q#x^frF5>w7a64Jgd@sy4;t5c={$1QZMU=&er(RuU-*jmu3A#%ewzVUTZ&^
z@*44^17EG*=+9Wa`qA58t>5S~3?JdzgfBFS!5_Iutf#53G+`mP!i>IkHSw%h-EXw~
z3s1V__o4e=BR;Oh{99v#`HHDqtGMs$B*vBPheoxT_j>&%{HWEY<~HJ6uOk1`vVM9B
zN|=|f_(ztMmsM0%>f?>+?^lf}`3=&|wcOvC)LwM$8}$`=S>p$jOQu8C!tA6?cubl?
zS3M0LE-R6ZvF&T2)vg>~oMYmfq(^|u`1Ij0tmB$8_P$ACT^am2!%uILA+B%`hbO&7
zy1T-m9EJ&97xxxPa%G6%45E*ts%$0YmcpWnddi9BT;F3`*Y{TZT_wbEn*D9k!4*#A
z@K((7!`md-m6pP3$%n~gSGXOAHy$SOVO%BXjjEl%!$XH?|6!7*^$f$i#?oI8i%FG1
zJ!0vkBP83ED?OGzazwZ*jH`Dn{o#o48W_|smS!In>nMW;#?nE@NIzP0lz7wQM~QE=
zOPz*5o$THvwyK3?h1B{YM!SxY5SnmIteH&4a3(|duo#rd3hzfxIY?xTW)O@p##rR}
zI+$JN3{doe$9TuZ(t*c?d&r=iSbE_kR2TR|=*k10`Xa=Lxv});<7Bd{Uh-n;H7A67
z!nmf!(#<Ex6j!e4T5YfWz@$%9jCE!#oqm$&(*=X(FlYdM-~*FBz8OA`RcxxO_6l5^
zdgudPdu!eiYdp(2pLJbVdi*w@uvkr1_++B0+#=xdpsH>a-FYv`)rS@%mvB1*$0(A*
zQ*{(QbuS4FV=p9kl~T^xU^Um+lI|yQ^#oONjvnuk9L-Ld{3RT|`#sWLvr~KmSC{cx
z(WCE?9@>)2elf9LuPq(9AC_Erqz$5KmJ+IoWIVN8BuqY$oWcG+@o{BvaEARa>J0O?
zLO)O30xP%HCMIVSXJd0ID~Pd`zvkl|qz`DucMs<Sk3}mF_@e4bx}S5vGNo~h_z=dy
z_gfnjxJ9eihx`%UR8Pi(oCs5-i;VEHiu@w@<_{lDtTqn|AsMc1evHE~H+9kU$<8Kh
zZ=layC0WbG$UAv1Hud78zIeJ~yXVhoopkym(of69@ZF*ck((we(V><?QAI}I!|A9F
zq(@pRtfdQJM@wr4<JqT`{BeEJ2RY2_3@Q{xmroKkX8B&`40nGb?1^nIzpmTUC#0KZ
zXKZ`(Z4LMTl#I}t!0@A73|l%@eoESzxQ26R;6Dh=o@hA$2hw{dE72_QAWVW~f0t)x
zro;Fk=-@-kA9t>7jO_!?<`f5PiK3{CJx~;=zO!q^PVp?T6lgX0<_V`2F`=h92U~@(
z?C^>ktR+IZjO8q6VNTic&q$(c0be35yrx?H7F2_gf}c=D|AmX)-&|H$U2Gcz8<0z3
z$3=@21c4X4aM{9TIDgcs(Q&{%DgomN>@gRgz@5}RPAXg4(SvqUZSf*+4V$!ZwQ`bQ
zbdtr)<)j{SQpF77q@HwA*(kwz#7X_tN!3OL>~uNFZJ;??o0yHE-8-q#PO309CpFGV
zWvWMm6I33Mv3pchR<Z3|9%#ZS4PASh#HVP1C+}iwzO9%=oa{aeY^6n|g|_SK)WQV%
z%4vw=FG`?(XGlAxG=cU!LnaU_U4Dj`{c(p1zROq%6`-kSNe7?GDr*JUft8Yfl04v=
z@=r1aZjbWY#eb5?kjgzva^d#CS;lhyEV&j^*<X;QdZfrPbai|B?=MKZU<@5W0e3?I
zx7FFL^uiY;k$(RT7$(GjVySwL#00SLQW!obK|tw_bEJ?Xk%&Mj>5p?n4P!hph~Nc8
z&8aVnhmyj1Tq+*<@B(~`>hlfKSdx$hFTi4{&%#4Xfm~E7@<C(?Dv`&6N*dlCafm4$
z`Y&lq4~~IgKJLEx*69ZAI5oE|efwV|)fX)sH1K2s-Sz`9)6B0)LIAV+ZYTnROj~{=
zx%7pvNpcv2(-6iB)GUv#`i_jH>EDn5PRu|eUVylm6XU)GzxPx>k0_X3n1DXW1M#LK
z-;nvdr2dFNq-prKWHv_zAp+5*(C^4(`s=qOfWt!(hTsywb2%~s5r`-)`;O%EDvUw|
zFHnV2tU?YwwUD$A<b`J;6+%dh{!ONG3E7B1@Cce|rZL}>6b?^77-C0ICo{#c5r-!t
z3{j(}z9%y{G8qww7loWBQ#djW5r`C(ohP$+on|0{7pT)jy72-TN6-I2Ou9y9AsJ#s
ztgP>UfSs**CB#ds@mwTApa^=Wh|9Mk0wE$ma#?hU!-WV#aA@5HQoxH{fCyfo*y+4C
z?s<WPads7n5F28JVpvEkuLN<33Nai5LY%!EVTcET>dh<^#NkSWArb`IE8&GMK?E;Q
z=mb`1tQP-ay}uO6cmeVpUZ*$rkQknKITG;##95q(K_E`7K_Xs&IE@oA2*m4g6A~c?
z1ol3Sv#&-3FTkG5*@wSKd^vFq67d4WiJZ9gXW|2{0juOXB;y6hGXxnn9G4K^aL#fE
zvfu?+EP^GD*JdLUAqoT*U}gaz4%Z<J@t+>QkVPD!h(P2As%?(bgFdVZ_aX%^qJ~l0
zW-3g7jN<|1fWQx!zL|x4xX7&tL$v4pUr9R2rl#M>*bv-fg)vSNnYi9Psr6srp5g8)
z%m~^d=13`yq)R&~5y1!mw>RhRM@M#7deApJ!BZY%eGChLkkIK)%D6CwJc$TipsvF?
z`-09&1ZRI5i4X<~?XC2tZ$puRyu@9ILoDccXC<49c@7c0fEcaR!-wF}U8~}5Btt|9
z%I!;!VgP4H7sZEX-Gel|IBNh|wHoY0A_R#hbyND#q?cd-uv#BP7y?DL-JxP-FOg6V
zzl<=%iB2PY;3X2wOLz@oyf`Zt_%hK{@+J}?OavularVQA;04$RaFvL#5HIH#azIq5
zrU#URQ6Wt)ClQCB5a^{hiwAM`_Yj6~5Y%=wM?ORZLO@W_Opbhl2*iETdMIN!@);r!
z;(<a&a^wsm5ZnQzKizkW=#DQChX@brCWsXIarUnehOiD}7hxT(s^1_HqB=X$lu?}h
z--ti}=Z`dHB1e8e1Y$KzE=FiL{3F5;pkZ<`K%<HLAL0<7Ip0$m!ZrCTB6tB!_UD=$
z_695ntPg)jB1B|BOm7yE;qYaIAt1xLmd9cky8@1js>IUd3}p!C^g_fdmJ29-lLYZX
zeGtYA6grw0%Hl3eia!$lV`)GyWfEr(LIf|)-Y$C!9x)kvC=&4k#B5C#23;620*Mi^
zsGgymJsJ_b0J}B{Fv7x#aY)1q5HpypFxYD^(MCujQWImj>0*q9XG%dBFOX@jroqFc
zH?KfDB({sCkM~hBOq#<=&-76`_+kR40ZSqc?yK|-V6?8t4RMx9ePPftqz58+0pY`G
z#y};Fe$-b9=frd*;suDk88Mvg*w?XbMYT7QA^0-9pE90j=!XbiAVVLPA;Pw#tayn{
z%P|n?5QsU|4=j$AkAW9;NG$E%A8ei>!x4c%%Z>eYo=ij_&I0B1*)%|j;(QoiQOB^H
zeW+!i!lNp@9^;UP7pMmu!x#uN&cXLhzO?2z7%(d(2RR_da%6xqnIpM~KwzcYKrjo&
zlZOaiKuQK{O(@LaT2rPX5h5&y2P%17z;r|)z=GAJa|Y@4oQW{RS84_+!#Lv{L?FBZ
zNI!ackmAGPc?d&v1*+7CW}h@AaTtRuY60vY4u+Y7)oVT?5KK8VSeatd9z$sS5G9ix
zM1VfOgHQc7dT6LJ2BRgZfouy{Ey0{6vGnsH%G@xPvm6n;KpW?BejYYq)JmjQ#?rk*
zl||tUS%L^&fPZjLJktOh<inKq;L0o+rr1Joj~QxkKd(U#jl*NO66t?e;%C~22XblL
zaAhH6xp}y<3~rYpWzwFQXz2(g!xs}EW_u!iY=knDTuZ+kp_KaKK?p#fO{8;1Dm?&Q
zH&U4iH~;ZUd+L{|w1fZCGL>t*k<lJTx3z`c<D=uDiqB^%ZGjk^1C|gtO6dsyFV0bh
z(#4~c6!`zW93`E;G)jqr|34a~^hMUutX%VGWjLhPk5&f5t*co{rQeKZdHlyHlfe<3
zJ4P9vh=&uQV*lo?&h1%RR%OdCD_dmAUzop;ejA`<l36q@P+8F@qCPFHsC;Q@ejVF_
z2LV5F0fXu@(V!qD4Fn7gQm!GHbks#Mnq<*67s<j7;ZDwl6@|LAEMA>UTv{L6>37l(
za)d-G6G#eu?sw7_QobJ0YlErRB{CFJ!=gZw9q6N%NGC|0iGl)CsOb;J+4T?7p3J15
zT!v?n8~z}J$PD`YA7nX6rGqcSGZ-F7fx1U0F{4Q5e0N_aA;9<eWzw09K`2X6XWZ2t
zR5pq+-1P+X){MK3D!F7DJ+3HS=_CSOI)<(wN<KI@0CfrFr(8gG7cP4|!rf?(BqbF%
zS#$a!GyqbpIoVuP>LrqD!UHn)<OwwI613!T-dI-9r^!k<WMFNaMHhQ1$+Xy08Ac}2
zCq0#0ND@LxP&OW|fwG75vfCrvF$O`q7yCV9oqmU*kc-q*y4hQaaFp(dQ`AY+*IQA^
zH3IMN&9e5VLHJ4dl3i_SxCtz55Hcjwr6whjGsHW#Kbt^bFhLW0Fj{B<|G0J!{o~q`
zXt<Bk8J^o%&O#rhD^z`hk20Igb{xAM4%)#7FKL7?*zH(4)mOQdB<Zj>v<goOL96EQ
zR!!DPCOX&;>>h;rDHUXh6AtiKk^%1SuVj(FPWV25CB_?N*`pk(2cqe5e<gwR)9ERY
zqi29Jh;-8tQ!pHU!w*UJ;BnirbXx$}-)y?7RB1~u1Smtu6gEP@#sF#`j7OQEp4ahu
zj^lg>f|OuK>1#2HI)#shEP;14VGet{DfCc~(vAiPD_y{lnRLh%POl4wUY|nO1%nBe
zIVP>^NG+kDr|B0VfY&iZ>E(@wrtF!NM8KpxK12zm+d`Ca@VQ=%)ti1^s(AZDmDchq
znRQAR8XT#ZNv57Q(SR_B$UPRR^e0nwFqkGpDa*+)J#C^B!l72Dqm-V+3SbgF7^MW!
z85iL!6I7?Y2OQs`zlST=ldg<<IzkD6-oqnZP=zhL3OPEdCmGL&!w4M-q#GlZXm8}V
zM>@8hi=xBBlz1{(r$=IaQXv}~_(K>BHAn%34UG9ZV;~(J4R$)71|=vr5f}LbW0Yus
z^J0{KWIEj#10I}K@j1NWDF~)OrSSk7RC*t;^hktL>2wA9{pDCtTt5yBj)S>i9RL5h
zI2ee%@c*{7FkTr6cEU0pk5>-r{Cg9C-%LZ3AUKkisPrKdXhEV<4yS$qii2YDz#A0%
z2`_dq!b9nt--#J^yIHP-NuVL*a@9~K(%LcY(9BC@790UMlnh?c(MzN!>CH2aN>SpV
zxVb4{wZk}cAVulm#bh~#|JngxPu2zIn31VUA}vo<x|;CVoxSrEx;Pc~FWyWATV!vk
z>JED)z?1;hMGmO$ue`cL>BzBg#1=w7-Ar1v&~dyxjs|2YvAzfZ>mNxpElV+nF?ua7
z%y@y>Xb5KRPuIUsOq}RIB3^(v35i+SRs+kr38|Z6>EN--)BuLugUCIx^uDpm6fWU@
zMDPL<vQWYRI$)d<!r8YVaZ4<{JWk2PgMFrOb`(r~5OKUfrjaaDG@b|4HVjxv4<pON
zEbDkK>@h?hi>1@DmEK@ju*8p`Z)PjuzIZqgS{;>4&t)qefCS6F8E&xR_oExeD;>R&
z!)4hY0Yq5wt#E_Iz5s5p&QE|FEb$3+*aVo^fMGP)*vbho7N%2J>^ssoI1Vd*JL+#%
zk^qNgzsO(gRoMAY9O*8z(%u(QsMOeG`k5IVLB_NbTd))KnXBZOv}mp4L`5QfA{WXH
zIR__6bCc<@T=1G1bvN?k1=IxV(nK)R0}tUN6{GG!>YiA-Vj{?A$Ua2&#nMkEDwDZ{
zgNWb-B+TRz*ro(ye;J7{$I?e9DWgnUco=_ymf?#DsQjE{+AUAXQr?brBv(NIDo;sL
z^5F<}o-);R6f+-<#l$c={xRG<U@_zqh@Xh1*2&7Oz;`i$7bt!_-IWJZfxg+`PlKl@
z{-zI*;{#CK6kz`t6L<mk{+#`fQ^Y%f2|k6yQ?c~u6lJ{WG$u~N1K(6-jOi>U&c@P3
zQ<YrPmzel6mL8m{MAZ~xfEzChm)%;YF2K}6J+%l^cww|sOyPy47Gnxy)M^F%2U)9i
zfRV4$Q|k4cyi5SgIZ(rZ8kDe-BR30{TR3o=0M>9|odE0{*dTyf4mbo*#{r6fc1n`f
z^Ijcb^{lyHPeO#7(KibKqukK2tpdRKHUJL_00Y?oJR|@NTLbWj05C`mz+(cy=rjON
zAONwf8h*$TknI}6)w@GaK^U54*d+iAKm-4?0>Gd%0M82m!^{Be763+>0r-ai2613-
z0&JA<kQ&C9fn}dy!SFHw2LynDWdIHd00YVZyet5WCj;=R05Fma!0Q6Q7%~8F3ZMpK
z$bh^p5DXy$a6|wYJO<#H05E0@zzG3hoEU(21b|^;0NxV-28aRpKmZsT2H+!Rg)F9s
zL192X5iA%D2H=zcFb)jB=K{b8FaT!+fU#cy&I$mdy#SmO07iHL_(}(ASXdX3uXO}M
zxs2so0bnE-IQ}gFjNSrpUH}-c1>k}JFggpsj{?B3ECBx%00v|MsQFnS7?1_zR{>xM
z7J!Qaz_2R-mjr+TR{$;}fPq%E4Lmjh-~l%VurcO^DHig<{X!u7=)l5dHIVevlMq^E
z^Z)^1WED7q1b`t`073+Su~Y!U1b|Ug03rl{!BYUD1c1R(0AdiRVfDf=DIjrz1p}l2
zBnSXQqW~lc0OO$mqzC{5p#ZcM0ER#TXfFT^djil=01)r2L8P-lFw_Y^R{>z86M*gl
zz(6MeX#&7FCjjXJz%VBOy##>qO#u1`03(|K^aG%VcMOIz0U01zFq#R#AOT=76M!KC
zz%V8N!vuiwO8`a)03(+GWC{R7mH><vz~va2e*no62!<&E7$*RXQUWku02rDCV1fWJ
zCJ8{U05BQ}z$5`+1QLMB0>IEC08<lj{$&;r&5>&aOB@Gg2mm9DkY}a<QaCVM02ogM
zj=2c1U=!|t17OtwHW~`_6a*7N|3J411cQkHED%6C2Z{uMaYNu(Bmj&U0#G6Vj1vM-
zCIAc*0<c&B7$pRt5&^zZk5NKEss#%M2m!cG02mMiV5tBw2nfJ30bmRefExvX(LVrc
z1b|^b09FZLdMvm9n*}nHv#b^X#`_@8Z339bfwcm_7$0z~699(z09cQJ7U5$+tq!nm
zxRa-F{lmx}WT?~WET#v*CIMh94}iM`fKfaE?nMB@cItib9{`(mfR(XTPpR8D`5^&3
z%z?+4c9?|6Ir0>;h!YSXa)%Buk-IR3Av*OL&i}j)F!F9arM|$)dj;?!2M!3}AObb8
zehcIk&hokd-r&I70yxZpV*)tNfp-M(E(bmkz=s_8L;#<1;By8r|L-(M&I*<<IPjGK
z{>6cB5x{_<`W*+(>i}#01x(?u;MM<d@_%)Jk$=`x>Mxvpk&S<h_^H2h<TA4G5Fn_Y
z!1E+asS5lDfR_NgIp8Y*KMn*6AczB@0tn+kBmx-sQ={NN9RIO8!fF|>r_==a56H;^
zNZ~*`0kr2pCj>BNr*`H*HyvOSd*~@OjgvD3(5r?ceFf5w0|Nyxhyz0rz%ZOTi~}Qe
zfR!;yPpP9hd8`1&aUe$k6F4vtff^=q5=W*8mZ=<=E`S*vn1uj_&eYi)u;>7*g;h_f
z`J8MMz<drA2|#5)janj*QqHni02LglMgSvZ>Jknt)d5!MGCid(=Va6==U>Tzn+0$S
z2W~?EgJx>Y8jh^f5hilIo>K4N<c$KjlLL1NU=s)K5x~71cmM&6VX2!ruuTV85r5+;
zoc|u;^hb5N`WOeE6u?s)*dc(O9C%g$&v9V40AAq0UIf^;^<Lz_0UcnqIK*_t=r3{l
zt2$kMjRS8A;4Kau5x`LnoDjfC4!kFT_c`zp0vKUZKjy$G9jIZ|_*_q_r#bzs0KVYB
zR|5DK2fh`+cN{n`fFC&UqX2&5z|RO^s7n2X0~eFf|KPzZ80eRf&LTVO`SQ{xSp!%l
z6+Oj5Rlx5l01Qt7;4J_QO99{`0E|ij;3oi#M*&b1AP|g10TLttj6MMnA^;3H0T3nt
zj5h%gfdB@O)JXUbfEXQM6_3+XYCI<=2_U(KBW(rJjsqP9(1`<G1<;KHX#(iUfnEaW
z&4GRb=+A*c0vODJVaYXm&4+U&Q?QKUKo$Zbeg$pI)&bVG96bd=E7o)~0xWj)90w-p
z0OOymr&!SH*18&XszCPe4A%$%gH=%C3;|%63V@jc!1xpZvk?%d7Xh&704vmrDRF!e
z$b~wvum+<(^YtV|tC+ln0>D@maHs;nP!#~h0>JPT0Hp%J=oA3u0>H2o02Knj&=dew
z0L1coVSEaZC4vRQQ>PawX=C;GbbxWekDKv99d7mBo4{Oc0MXTh8~RdkLk|jW^?v?c
za3z2K&FmdYK+}L5_Bh-o(vKG^BO<m#3g3Lf#st=(7PfjUGoo>|f2uJpw8~alWhp3I
zVymz&u%%TlSx^UzyEI00M{4bnVqbLJ<k6OlK9*i-<)w`8*{1jgI{BXQXcNF{r3rLw
z9v?Lb%GudO{$Bl@`JdPL(9x*1cXMnU*_OtrN?`DAjerYUtv$_=x2{8irB}KoL$Bc;
zjREKRT03k~#lk_9t(bMM5#=+a{KJTnum~voH44s~wf00ha*>i6yssXZgdqH)e39Zm
zwHiC(gA^D6NAdD1Uf#ybOL#epmlJq-7cZyrasV$M<K+}y-hfMOzTH$<Jin+IkGbzj
zq42YQ+hFuG?ct(dGRI|(bKOO@hY1pNnNC3)w5QM^up#WtwplyV6N=K=hwqs}b8<bE
zL`bpy!9>UL+oN$)(i;%AN0&;E2PmnKVq0$AP}jH_hjg}I)di45iaTC_puX+NsP1G)
zu^pCJ`dOk9?~S^%$D@`a>3_?V_PN-W8{t8m->{O9!ur7tT{O61jo^mWfE$(%H!Kux
zSQ6Z@2)NDMU0tpW9UKsy3a^Qpp0gEV)zSD)ooG)uV4g}pdQwSI;C}H*r5)Z=o>G$W
zKJqCg4eyJeQaUGN$krYTuP(7xEVUF^ipv(j04apSFpR*(rD~}#+~$S8u~aU!R@e$H
z#YJ!|fbr3c&wWz8d4isKQi*|Guk`J(F=4)K;&x^C#O)r%6JV?J#a}(*@>p%tbH+ez
zeVpeF89FX!7NDN<i>+{kg&}iu<^$r*Uo4|xMLAV~c@@Ch1sEIc^qWUw3}e3|=P?vp
zUUr?WqS$&JQ^V}vJbGhuH~!|45`<jl1Y*u6z!wKUPEg{wvQGWx5ueSdCB$5VRG$Ub
z>dML@Ybh_*d=oK0h`68g-9Z}V31U8u6ff-*D(d*6M<NzF@1jRM-fz_I_g?gX9lcb#
z=b}evynk`gqbuG+e)ouHO)x*Gn4eNWn74jb6R4wp_vnsXi?#cf-#y|my%*B4tkMs7
zn4j=~TqgFe9sKcebn2!{9#O~@bIGGE-iK)Sd6zsAFumfE$ADy(d$gzd6Hmw;m|tB~
zTxeNrsj}u5gAD-FdzU;qBJ-t79__jIrg)pnyn#6m-#^3zng8&Jp1=g%>1}=-X~6~7
z;sT4!QdC-HTTo#w))e)WxA}sTJgFi1CvS7Q337+yi<H87zr6m3M+Yqb`#(Io!$Ix%
z%N`wKaCxfV4Gigu?{MkviT~3Re|W_AU}(cOF_72KwE~mr@yi}j-i*r2hoQ_;o$xJA
zokFyfZg!LJ8s^!dn3qsky|~&|T3WU=W8lCHjn5Y*v0_W1waTginpLwL0chcswgUc!
z3|@?jxpAqw`B~;ymllAKyN-FLlF4^n@J!{kjG*bM9ucq!KbiI<p3&WSuA-9pmP*im
zS;oKt{j{P3UBH0@FvDVan-f=*`FD@DK`g6oy_4x);+Y7#{)l+Sk7cBw(z1#YYcaeQ
z2!5tn0E3R9VpOt})ACr-Wej4P_WaEw5@hBnp2=`qtayg=^1r|6k<y-v(+!^IcTNo~
z9ggpF3ODhht7*ngIC>K9;n`m4_zya1F`n@9@I13S!_)IFC91Pu3j9F_RM{$6g}Wm_
zUtI1P@8Q?Qk8WM;)1Dr*d&lhVV)7jRybqdg&XAl@wERWS=o*&F%9#X)=v!4(VuM%x
zU?(zoO3p%nL+~X@BXg%@!&F&ZR*k<FVbn!AcA%QHHy~-?hMYP8J^2|*#zu2C0}>4L
z*AfdBV5u%G!e0h6;<oIZ?LhT`8CkO)2Jg(-4QL?du~k%A@|S`uqvhC>^9p9rU)-dj
zujhP5C+_o1xt3)=V-Cj&%2cHP3K>yz6fwsl?2BUO7nkX?E>4i`kr06PTU=CX<Gs!@
zbt2{rq(#$}Z9Sv?d2!}G#GFOH+2<MO%b4KQLmmy>?-|RJQ;7K*+H=2WWNJ42hq?WV
zDlG-p@=ExflqTU?VzvN<&O788J(>wwK+MI+8#c;XUR7NI2XoRa7TfhjRThhur<9m0
zk;7MT)TtX3XjwiG=)wJ-@vJw^ONe;`@&$tO^2;i1mU57$Eiq<F%#R?^A5OV~YiL35
zLzDkFF~5$a08}o#)T*M?TB6h5BIdV|=HvYJGOP7bV*ZMWE2ywptD<a{g@yC`YVy7z
z=I%JRC*bR?lK6DmM={SpEFNEomDqvFn5CE(;cOmIR$WzIT?Gqmsove@N)Pi&`q=@!
zX*YYAk1<xPVxeumwYpfhCG!U!=JSGPtyo}LWLv6Pjrl(wF!G^@U~QNn*`=2+dzb@o
zMF?fBuvw5?2`|(HSD4wUIoPwtoQ53C@c4l#R`-6M=D#7%bcVRaTCC6ik9e9Rynq&j
zm1VTb>T(<W?wjR|_A*aLYH*2lk<G%FqAJ_<dOywdGM6Da<GPBXDxlL3U-9fdh~=#C
zGH*vx0N60NC1nd-`tW%#^EseZ!*BHJ*~v6I=a6SyI_^psTNtCbj6;@=pl6nohzNcf
z8U~KFs$e0GVF2hckmre9G-SVL6x;Cv{VlW=EV2~MhqVseCL5}P32Hq28QgG$GthN>
zGQg-;7{OobF0i?HFgk`c7{rLtGY33lcm*5xKg$$2A7}h3e3L4?(NB|PFz@jausfah
z<;0x!$S@aEfpoVv4Q+%mHL?vvY2H51Bwk^ciH`9%7@G`p&T}kTZ?fT;>Kh8f8k-%L
zC8qO8p0)m%oJK=m@l1jPqUo=AwvA;R^(PVr@c}=I{qHhiu(azU!vJlqVE;Fqv8K_(
zuXqmdLRvM=J3vxsmsdTLJ)ZXRpu7I*6Tf@@tDZZ&c1OJJnf+vVr-JIrs<ILb{1g%%
zc&o}PI?bUQZ-Ap{`_sL>Y4`tl_oN4xc+H~Suk(uCJ^4DX(^-L?$}7t9t@%a8MO8~X
z?H<10D>js-FZKw5H@2KV0l#55e9SA4UOwUFyBq%N)F;89i0&!bu<U~WNUg(65p-gV
zuQ%Os0SX-L={=ivo$noHSh3J+Ji}@2K(D0R`g(cq?(1bL+Ukj``0mXQn?4SviytvX
z(Rt6po6EL5Z|X{GOeTN2cdd62-P+G1X!ozro0de9$7uQ6rqm>y5pr(L`2gpcNoD2L
z;A+8($kN!ccyJ_lylr9*<@;}&&;#Fe*u-4xw8N$z=x5H+?so0I_ppgM=wBT+v8RZH
zBc{IWfy=y6G2aanH(m9<sT1bB^#~J4cWU>KkC@ow*2N>dgf2%-T}H9#>Y#`DOPqT{
zT&k!2Xo1oH<zc>n^iUVN{u>1-=&qxtZdl+;+Wq`dQxCqDJnCuw80X%$blXu=A{{Z`
z%M1KgCi7EIa{*3~@Egpdrf^zz%;eA4W}BCJExq}eDUFL*=ViVLeef81;3#~iisfBx
zGXEVh*ZNpMpVj4>@PC-hB|g9q?owe3Yms0n^D*CoED^3O*1|&VX_J++$;bQ<^27)p
zI^(!0lvnH#AM=w)Y)i>IU<>Pyn}T=)w)>c$p${E5b>PY8e9S-7lgCXxc=A_2^APHD
z!qlNVD`J?x`C9*mH7$fk-->GeId7J~xsYCa!j#Ab%=b6nLTgT#I`X8$-~2cF^a)ct
zo_yHf{1*NAgkIWVfAc9Ca?+H-se1y=UUc9|QyNeD1er@|`AI!*d60P(z5k@CE2rKZ
zWZp@Soiw%Q$!CJhyXo&IO>KGdA3^4Qw9`ALB%VAFWIjuC-!XOK$#X&GzI4SqdNuk7
zn<vxf-Z6FK)TzPd8v3tyOucz>Rfsu*wtrVwSf4QSOgi~py@9jC%*AxoyQW^8xh%~5
z1%2^dljhic9cG?IKZoQ1rp`IxW?ML@(@*pmXc0ZIoRy5gR^56;3(a`X)WI9~?ZFnU
zwInf_MHY<)17k|2@kdE&GW*}v0QCXE2;5q^R5)CFj3n^?W2o6dVinaw`@V1L=!v|v
z_J}EoSm=uPO<g%tCwR0VT{!W=VN;hlCbH4o!7{IU$J7-vXMbSo2)FVNOmT2q2REL5
z$VpQ-E);$o^bU#l!c5h)7G5tyBR@2yE9p<uz%?*W=YME=%a8UrYs#m!XH5%t|9aMR
z%4_!rUz<MiBq_UhesB72;qC{f`~1oRHFw|Y!|rd~>ci%$|J~}tW}M{Pe0q6eJeIDy
z)hCkux9K*YMEIGu{WhNtUP!5?2Wv^(Zg`!^;&JR*KWBE16*?@Kz4db3WbpZ{@PH0K
z?}7<s-f^F(4D8pO@62tP59@q4rtUX(Am;T*@+zz@DOt+0J$js1=lF4-wtTF<Ld;(x
zQzUx}XR<a+d`-+j=;``1sg+AB!E<H;`ke4d3B?T=Ar%vJ*KwajZw7NY@TfbNZav`>
zKZ${jo4{Z$oxRT!>dYWNR-ns~-Ud~eyW9VyPg)4hse}LN6YGVsW_VxmXYelRkX$8f
z_o{#TWDH1PiV4k0fffX?*pql42jn{%=i6l_<H*dp1~>x6)B6o&WvrE;)tNb~f#kz8
z<I6r+hBfTjgpCwExPVb^SH7t<FWxsiiop#fPo+1+`?e=jcW;UJ^<zublVf~4`7zO1
zIfbx5ozC)Q3(=)9zAPS?oW<`WvwWi>7~j5}!%#6#h>Al%4_dP*%Qr5PQBLPv28x&V
OZj9*E-S<K!^8Wxc!AfNS

diff --git a/docs/build/doctrees/example_notebooks.doctree b/docs/build/doctrees/example_notebooks.doctree
index 41e524f9df6e1f158a99b4b3e3d272aca59b3996..0ab96e4a2d0c0f64d340eab011927aef5793ad2d 100644
GIT binary patch
delta 251
zcmbQO(yq$Vz%sRFBa1Nymr80yVs1fBYO(%g3l0S?1q3&eLq<mi&dtj&NlnVn&yFw1
zFDT7PEXmBzo6<JLuLns(KZgvLGF-#tH5~F>ItcC=4h=3nWUj1HQf6LaQD$l}*dS53
v9Na38AQ!NdHe7155vRJE7@P}N>Ez+$0amI6mz$i+DaR!T=Wg!d?B@UgQmk8-

delta 134
zcmZoyovp&sz%o@}Ba1Nyqx57)4h2T>$=Mt-jKY&Aa!AOD=jE5ACgta6$EQ}56eY%|
zr6!h?7Nr(XX`ABLBQ^OZhdiV5WF}4xM%BqCoLa&>aOECBE?_lElbbo!MR?)jP99Dk
TU<t{|7dYh@MK}N8?B@Ug%-<__

diff --git a/docs/build/doctrees/notebook_BHBH.doctree b/docs/build/doctrees/examples/notebook_BHBH.doctree
similarity index 99%
rename from docs/build/doctrees/notebook_BHBH.doctree
rename to docs/build/doctrees/examples/notebook_BHBH.doctree
index 67c8287436c098ba08edbed0ea4e79dc7944a224..87d1089f58c156d520f02167f2953443b0c2a5a2 100644
GIT binary patch
delta 5019
zcmb7IeQZ<L73bb}-*Zgj#EG56gb-|+f#bv@5WdDoNz+7SWKKZ>Rt+Va9SpB8&WHTb
zCa5T-RSE&CA3W2WF%8-+w6q9Xh}K70+ZCzO=*KERt@hWtP2GyBY3nMjQ#W<6bMJFv
z$L|#$k&a^fop;Xt-QVw?ciuU7W(<8jF^0rP$<hA=&xyqd^{eG*Yf*GK+&>hHCe$!`
zXSA_H|K?34qTb$cBD&Vw_TWG`KH`nU!o7W7c`z3BCPos;Xn!Ij+qyIIU1_o{I-Ja?
zne-jqJeJv?*_ZLlqP$jKD6f%`EXZE<ZM>zecH8~!_pkLnIFO7F?n?DWy-7Lh9T-eT
zBZGr|deRN)TRN#1g)Vij)QZa0BF8Y`-0x@=`yh?1ep%+DTTUWL{kx-B+zmhVs{eBY
zQEaNQbQqzuI$5@fdya!=z&)6j63JcBcsw(nlI!FH+<&Qar5J`!E$V=~O}$$xSzMQj
z$dQI=JQCX%zr1Jm4{}WXgR{XczmbZB<x+;+3A<MTHmqJM^OVW^<fU>m%fc4=`t(9=
zbz|%|w$j%i%fZ5+Q-{izVYmFTAu5HajU37~24($QMko+4I(sRn!m=AyR0Zbg&alL@
zfd;JrjnHQ%(R{%#4<D(V$9L+c>Z`2J0r|!RNMvevrL7FjR|o3btLLFPb7ZgVlNWWi
z$P1M!_?n6+HB;}_pD4vmi28cSYG<C)eauNc*RoQA<ti>j&rP7!B4g_twQ<FQ>X)LX
zu;@^d+`|Y&-BV{)>_GNzmUp4D6VbCN(t<l9>P@k8v1|o&Og+CUfQNZ%7vhvUXHlx8
z5Ovx}z&FjO66df?D2=YJ74S3JP@G2zG@(3+=yPXqQ}tfB&p@UU2mCINd^-k5tboxO
z6oEmdh`!oK+<aeujp(wIXz}tH02j;w6rKbiZvFZ<Uq&Alayts3uJRb*vi*ALbNH`1
zx8*r*Lmh~D0XR2SHqy}^QpFeZVUA?w0=v3E>4H%5ZKy8BAqPEn5RKX0m~&l$8P_Xt
z1qQA+`$HaVWrJe$$~X$3rSzU>k=vB*CS1UF1LQN&eN21&5Ne-`HtC^qY<FPJHd;p4
z9YuZ##H=)6`lUi#)wkxj*dJ=Q1j4{FJF7~9Eo4cK<RSBQ8%d_eo<)81w;AMC9oLtA
zCy&C-7~+oeI7$tWG+o2eKcts>YMSWJC_09I&hmO`YY*|{)4zq^OGhVACDQ5Vt9(ND
zzA}M4?3^n@+@sc#1pJ`~EbUK>9{DK>P>~`x){At(iT<6=al_1kc+Y&VV$*=N8^_UU
zqJ4cF{f3~=3mN}RXB=O{v}qD8=9Ir@mGUu5kjyD})8>=;l$Q&pQZ-Vpjh{r@j!^BF
zI_I7|&JQ!*0z8mXqpe+o-ygtt3%qhy<hi{ea5wts1e~M1<Gn=SHJtB3xxg=5BUcE0
zLFk54_#JycB!}RAf_}jNMf3yyUt;ZmpMMDl@Ik%|^Ljoe@DrY6|1tAz%d!8*(>R9c
zKZ=M=`_pMWg7EX%@H5Y9<v2ZY1_wQdAe6DhKPFf_{|?a#MsqQ|Um%9d=BP}>Q27cb
zXYpSIb+G>4d?~m@pyAIv3`pUjZsFly;IE8Q_(XRzNa2$_DO|o2Dd5m)tsaq$$X-vl
z6c!OK1?g3Zb#K}Wn7oEjGwl}1kMKIe1Xt&Wo=5qf?%oXlU>`T6(RVX5-75P6aGL2&
zk*vh$C0$e(Br6*pqo*Viz`J;=tf*%9eM*>?*+^rqN9fVlU}*caoi?&u!27bHa*vI@
zgg-VsyWvKof_jKW1$|%%kU>HG(flGQ=o2Q*L6}JB`z6E?z;Ba630(umls9=8kkHgB
z5?g|=5<@i+Y~0Ntp^JQ*R`Y5yN$#MU;Ls{<$B)TR1bl<g3lY+V?IPESgXzR3a#`IV
zT1zikBcL0)DAw6@QMB2tiK223h+;X9YhG!ViUqwy6C{S%MpaziLylwInT?fG#U@d2
z9aq4OMpZP?s|j-3-VyqW?UoRkt0E;9s3L9-!bBB|V&sy5pA-vKv6In#n1=yXv<{K`
z1ayLWd&rvn4q_MgVi2c02(HqDe3STFf)eLftvz6HXpp{@B-ia9LSo4Ofv7)Ul3CXG
zTH2!+_58pWz@OiO_0I}f|I~cLVw(M7(kdWK_di73C`bBDo%FiD!F@T>6$F*I6R~$Y
z);N7?mHQ)>a2dGg-C7f08ohEByK;?XgJddVBmW0V9wA^Nm;`16D+05F%>^q4D*<zW
zm4cOlIl;=cl1D1G{u_0$<Sy2e=0B7sm@3-%5|o+)7vnB4H&`WD6<9Tx2W%b~yFMSR
z7Hk1n9oRzcV%+=1?_E{JbNHV=%3x(`M;7d6UwwY3bETRm%&$#+Z#L@g%^{!r=+nfh
zH~P{Y)F^*wuHRarVUk1RJfG=1%M(&Toq61xq8NL@ugz2135l1Nj>F)eQ`)q|^eD3@
z4SxC5x4o)mrz*vxAs67v-8M5`3c_qE$Y)bQeKr;3v#B7PO$DcCQ(-<@fni3vF+1SO
z8)-$pb)*%}%|5iRx_s>z|5MV|ZT0<1*rvS8&;_#5W)>0DgPE-%k+u(n`=iN`p=bhT
YT|7WnLUzK(W*ZcbmW1}ycHbiOe~gG$V*mgE

delta 7884
zcmchcdu$xV8Nf5UduMEH=i#%Rx5v;l&c$cq1e%A6k~l!1#!*6@7iwbGcWdvh_im5d
z-8hFDT>=USae(1Wr-GI|nxt)L8%L%&Q6)4fC@A4sD%3wJP<d2E;?YJ`LrW9rH?y~Q
zdw1*P;uer5A-msv^F4m^&38Nh`r&SL^q0GlXQ%MQt&5L(u0|-7o{ZL|2ha=2rQN2X
z#lxby4Buf!qv2>j4o5@bZQ+n9s#s6xh7{59VAzmxZ#XK(6FtE|EMdr6bXcy~GAv)4
z61t`B#&CK#H6B%7OIMn3eaW@ma#+Vv&5(LEZ2;C(!2nqs#0kyB^lwAMaWjf_FjAFr
zwu#XY7Neq?xJSZ<EQRAZF6pLf=xvsTH>S!{JpT$br<e0<lDEy<HN0cEMfRlLxXr*p
zF^YR7Z0b^<sZvvAaT^$^MI_v3MuSFJi|X|8-DWsApeC3nVxceax)t|naV%{YBQaHK
zg;eM<DQMt9Sv0V;O;b&(2eN>5BPqpn3>rWn+!qdJ<AM7%3D%M0n%OV6(gkCxX3)Uk
zh^XsW)!>huCam>Q70!URV#x^RLU#$zl3$%`WqG!GysqsY&gM<NQ*M$s5m6P|xy~AL
zZV&gJWM`e(D=)M&D|;#AE%IXfL2Ax-ox!p;20+<k?UbIuxEPB`ahtp{rSlef3@|B9
zP4Xwd1^=tbNakfMH_O*_P6Nww%x#*5CQRsttm<Kkif-VD1iLasGfp>2QC2bREO-NS
zG8FO_<E+JPnC(6rRUDF%qMF_Kx?~u%FqknmS&a9a5h-c_gK>D=3SbQYbGjLqun2pW
zvKE(s^SBhkF)=QJWl|hih4<lTP&GsFobFl~{s7alt)D&%s*=d6keRer3!1v2MS$D>
zerkhlps0q81a8qKDOWLiEYY5<=sX+ZafT{+1+n@nLY2INSpDyz$|HC$V7C*nBOz62
zOLoq%DJ-CGGtjq^rqn`#!DZ0$ZRZCMN~|P`A)4z1Ei{x12Mz|UY4(|d!-g)YP>g~G
zoI6k+2cp`b-inhVFem|3qP`3VaAAgff?7ygmc<YUwWuM689O3g3uGF7@JfX9i?Uj{
z8ZFjrFF*~UlE5X@-H1r5D=Y&9_4I{RDJmu-us}?N(=Y1)yrOT4^z}<oDGp2NFd1Cb
zr5-yD%kmLnCfLkVDatbqie?%y)1WI@;Rpn?^<&fK<kuAEvBI3Bo9=6f^H^by7Uu2$
z9_KvvL%{hX>@2A2oMkgl9{Y@6T;nXl*QQ_Nx1*!!)xrwT5fJ+YxjQ1vos<$}BccwQ
z@@)AqJpF0<1tEY&M$ZY`5qcx7cyDFGuaZ*_p?UT4Xv(V_At@doevr<1na%j8_Xf{F
zx^VisijIZOH5b6vJ7k|g_L1~V;RAUj{gaA$jmiW7#_Sd4TH2XRf(C60jN|0gPBg9d
zlzg4MfG$W4zeo*lnSI7K`Eyw0m13QvU01bpjmk7PrGKJIr>5^}uk(UFr2&z32e{Vd
z9LScs2im1Vn?4q0ADGqvW9k+bICtllm*e~)va(m0)pR`Nks>i8F)X?0R#v6=_;LEv
zKt;3dw6cOZR^s=e(dpF{6S*ElhT6DQjaxt}dj{VOp5DnODO*Q(%-B=Q#Sqzho?krK
zA+(tZk@iPXT{_`!rdd@s!s1K3kZD-cdh?0Dy73b?LuHLL4+tv@u+v7j&fkD4_fbol
zls$;_sKTPEPTDOnQW&TO(A-l_+(y#DfWP55bI6sMiB4ve=MXt{k@x50cZ|&}iQmX*
zL)%Qg;Vn14McBM)Vbk$E$d+KESo+6F&O_xyz#@k~uG~(<Uctw5^`#BU!W<|U+#N06
zl>o&j3r`$IQ;A5E|NPtSPIw-J)YWrze}bI%o!Y%<9+hh*C(rYZ4uHBgA}UE1Jc{bk
zePqFUp@G>og-TlxU0@LTW<Cyf$>mbi)kHdzXm{l%umKj>z)^~>ulfd8K+z&c>FM%w
z<pgnr?AnR^<Xj5uwQ5ZvH!-e=n+S_SDL0wxccGiA$gzi!kCTf?d5~iT2ASmJhfvD`
zx|J+7<>OJ{+J>@RbK@gJ^S~-e9*}3<Jt_r+bUus*NMs24C?0e2WuxnRkO$?}EFX|p
zyBMc764WoWlG`6aPoj6-iRoo?ONcqki1E-^J<DER9+-j{DP_fIgsd8Z^#A#(G15Po
zXX&4p+fB7R-2|oSw>{1rc>+BnWPbhx`mKNh<lU!`59Mi~N2%f`YY%V%u7M|SKZ(A{
zXt1=7lLk_jr*1TCqV~<rld#_1xl$4`%YKBqA4hl7`K(q<b-?grn$RdyrEJZ7)W*FW
zMfZ~Sr#Y)yOmT?5#xqfRs`#AcVt|TU<zhY0-d;ZYwa(3tJmk}-xfd&sf*G*H5#Fj7
zUeDO|qS{kly$J5*{OA=cvu+jROffR2-J?2^LuP0{ry{cFOTHrW*nTd7&|h4+d5>|^
z@fxTrJ#MT;#z|09S+2VgG?DD%1P4LYg6sBhA?Wl$PWTmSq4P@!ngeN4<}g)2(A;i*
za6ei~e%~!Dal-R=OR5B(Yp7&%`lP>+H7(UbnE*MvmaY?-w?5;Sqe>a90Au<D29Wo6
zUJ6iV<G=Z195P7l1^!Nyq&_sYKsT!Fu%rzu3OA-u+i<Q;r~d#=1{t})-%#};Q$#<J
zu>Pl@be;8<N8)B^Xwc8->b~sRRnR9Z2g%8c{QP{&v)?kSq*cyTf59*0(J4z)zFM*7
z_<4byT^)yEaw&F}%5h@%PFa4sVfPU=)q&lI?w+||_c<rj_>n-)Z7Id>1IUSjJXV*J
z2?YdoE~=-JzVuLgO-ZX$UqQvmK2fOSTNFpL^F<+mAC3#aTQe0Kgu8gI!$ZQGg*B+l
zHstCWN?IqF3CnkQG9PRfmN2oS7x?R|y1*z$UtPdecSU(zo!%n&(Kfc8Yfq$mih80L
zi&^QRm`Q9Ep61Y_mZ~DKQXU3Y<93)_3RaB9)z^55pIQa3^_S(E8%obH<9@IU)#cB@
zWA6UA;Pi)H;S`VFq&iBfScLNNI#UHz>|CF)nn&-m)m(Af#>8E4dc~gOBNIECC$X03
z7?YdbqFh-Qy^ClA!e1+=co{sCyw<6B|0S47l@-_#a;Br%-w*)3WBh_I?5h3VB7)|!
znJxtVCL*lh8*Xt^T*T8VFXQR9>p(WolX5d0mz{`yDxj^Twaz%})q%2NQ3RQn{)CQs
z(|i3*^ap$%vWUCOrI0;vA}+x2!0^JTfN>R!N*Glzu7*(!qXtGTjEOKN!I+#m5udW|
zJo!gQGwau#E!ttq+WpJ`W$Ob2;W`*T81*n3U^K#*3S%0K=`d!%m<eMRjM*@nG6P}!
zw?FzOR8L_4vAZPrywjvS>1E#(oagj=jchUJIn9D{9}UW4c1B0MWuDOmn|@|XdG(C3
z`KlX2ZvETYVm4oLPt*w6rwTJ2%{@CV-?u27`Z`R?Q)uJ&67#cey8Q82zkKNzw4}3>
zodZthd9^Qb0@kHXfZlEf@>e3cOB|7XJcF-PsW}B#WMkg?h>p)$Nx2;kkwvsQ$=}~N
zY{=i12JWyfUIY1y*Q{l_Wt#nw+`f3t+qKll-QI%z1-G|Nm$|;p{O6|TwH){DicHt)
z=3n#47Nx!dqP@h{NCQF@UdF0G?mAehq4TqmDh_S#-`V>yGgTR-_d<!7q|-}O1=H2n
cFdb`5c@ll}eRv`-Qg+b4G&8fIv-ukIU&dg*cK`qY

diff --git a/docs/build/doctrees/notebook_HRD.doctree b/docs/build/doctrees/examples/notebook_HRD.doctree
similarity index 98%
rename from docs/build/doctrees/notebook_HRD.doctree
rename to docs/build/doctrees/examples/notebook_HRD.doctree
index 44cf3533b9faba6da1aa9bab66fda41791f7b055..926ff29530b8a05ae9ffea69e1eb488ceaa229e3 100644
GIT binary patch
delta 287
zcmbQ<%<-j}gQbCG>Y0r!JdBJvlLZ+AIZ`VUa|?1(i#I1SPJhAguBWGvnVXoNYGtLM
zr>8$%@j0V3CrnBFWcgQCjFy;!Vw<~P=}R(+{M){VnK3YgfGN{WA{a4^+1?ewD49n{
itHN<cvFQ(vF{)rVV>?i4zC0oQ&z@nk+U7Z9v=jh==wVy{

delta 174
zcmey;%rU*0gQbCG>bi|AJdBLVlLZ+AH)k_Wd%<I^r>Bsao0y(zWu-7#;Fa`blUG)Z
z1|Zhv$*)``nXdlbev6qgFa$&4^tcE{s7er1Z2RR1M&>+BWt_)h%C=`5XPhsOslw_x
LT*b`ijL}j6ScW@5

diff --git a/docs/build/doctrees/notebook_api_functionality.doctree b/docs/build/doctrees/examples/notebook_api_functionality.doctree
similarity index 99%
rename from docs/build/doctrees/notebook_api_functionality.doctree
rename to docs/build/doctrees/examples/notebook_api_functionality.doctree
index 1d5c5431d62f64ad9b0e06568d1499fc4f4bcb18..684826e9184082c3149350b122c147becd697e78 100644
GIT binary patch
delta 60
zcmeyrUb16@Bx?i9RHg?TS-BY*t0oIF26CiUB<2?6q!u?PGPWl&f-n;hGXpUT5VLMi
JWMrEc1^`|A5=Q_4

delta 51
zcmeC!Ao+j2Bx?i9)Sve^vT`#r7ETsq3~bJ3Y|mx{VJ0AE24WT<X5F66$Tl|&0Mnun
A5&!@I

diff --git a/docs/build/doctrees/notebook_common_envelope_evolution.doctree b/docs/build/doctrees/examples/notebook_common_envelope_evolution.doctree
similarity index 97%
rename from docs/build/doctrees/notebook_common_envelope_evolution.doctree
rename to docs/build/doctrees/examples/notebook_common_envelope_evolution.doctree
index a11982b0d714f6db6a9bd3b039fd9256007366d6..121be9394e2c56c2cc45a18c6d7bd0d2acfac518 100644
GIT binary patch
delta 177
zcmZqK&9-Pa8%qPrRK|@gJdBJ@lLZ+AIZ`VUa|?1(i#I1SF8U`pwRbK982HvQXUJ!X
za!xnQU=*1gP{%U)?;g3WUW^X)#<6;O3Yocy>8Vy$3VM3_K$KLPnUkWQlAl~sl$u(s
ipO;izkdc{Jp${`Ve)`6G#sF1+VwLJ__iSLamIVM9m^^j>

delta 149
zcmZ3qo2_Lx8%qPrRMw3wJdBK$lLZ+AH)k_0{3qsH%bX#fCCbUbP@0rFHG3`t7)-yI
z&L}+nf*zyX)?h}5di6j(J%!BN#Pn1vD+N70{iM>&oD}_({N$3N)YM}AyrklSjLf_W
Z{pr>Xj5^al)ibKdxZzQ@9jGi_765_^FiQXc

diff --git a/docs/build/doctrees/notebook_custom_logging.doctree b/docs/build/doctrees/examples/notebook_custom_logging.doctree
similarity index 97%
rename from docs/build/doctrees/notebook_custom_logging.doctree
rename to docs/build/doctrees/examples/notebook_custom_logging.doctree
index e2c5a2b5155c4112e06d5397ba8e09e9aa885976..0d236a9a0535b84d3df64035f963aa4f737f8fa3 100644
GIT binary patch
delta 35
rcmaFzjOpz&CYA=4sYx4Ico-SWCkrwLa->!y<`(3n7H>{uWZnb-@W>2;

delta 26
icmaF+jOocUCYA=4sgWC5co-S;CJQnKZq8<8+5`ZN;|US~

diff --git a/docs/build/doctrees/notebook_extra_features.doctree b/docs/build/doctrees/examples/notebook_extra_features.doctree
similarity index 91%
rename from docs/build/doctrees/notebook_extra_features.doctree
rename to docs/build/doctrees/examples/notebook_extra_features.doctree
index eea55596bb9e63d80f43f23ea77e29c387880065..041d02c1db47702ad5b160fb445ebf0b09f26071 100644
GIT binary patch
delta 35
rcmeBL$~bu`BTECz)Q*iTJdBLxlLZ+AIZ`VUa|?1(i#I1SY6b!T%o__e

delta 26
icmbQdl(B0mBTECz)cTDqJdBKalLZ+AH)k_y1OfnZ*ayV`

diff --git a/docs/build/doctrees/notebook_individual_systems.doctree b/docs/build/doctrees/examples/notebook_individual_systems.doctree
similarity index 93%
rename from docs/build/doctrees/notebook_individual_systems.doctree
rename to docs/build/doctrees/examples/notebook_individual_systems.doctree
index 1811211808106269bbcbbaefd8974800ee08740d..ac33957942e2819223ea6914e4817dfa4bba42e2 100644
GIT binary patch
delta 35
rcmZ3vlX=rlW|jt)smnLA@Gvq~PZneh<VdYZ%q_@CE#92S=y4kW-Q^5x

delta 30
mcmdnAlX>M%W|jt)sq;3n@GvqKO%`MfoLtx}y}6B1=QaSRwF;d8

diff --git a/docs/build/doctrees/notebook_luminosity_function_binaries.doctree b/docs/build/doctrees/examples/notebook_luminosity_function_binaries.doctree
similarity index 95%
rename from docs/build/doctrees/notebook_luminosity_function_binaries.doctree
rename to docs/build/doctrees/examples/notebook_luminosity_function_binaries.doctree
index 64f576adb1f90ce608fd53dfe50677b4e31abcd0..06f94e5114e10e202019f672a54dfc105f6d98dd 100644
GIT binary patch
delta 1234
zcmb7^O-vI(6vvrqmzIKbD=kWZ?iL~`#TF}EENZ|IjcM8-Y78R5RyS-XEs)Y0KNA~+
z9^6EdS)F(^-iU@&KK7!C@nATrXHAGPUQ9f2F~Jy}*`@8qa$yfUJMZiF-<|jN^LP9D
zSG)DD_3`hbwE=*6>;h-(()C1UHZ9HFOMnLn0JH>vgN^WsPkZi!w>jtKP)JN=5>rwn
zB8Eb}q{jnW>q<G3<fI3l1*1Dyd$n&K_>dbu-Ca=csD7DK8qdk8>8Uv}HzVe<HzKNR
zn^5IrRpxnhI|2Q5*3`%X`s2hyVqY{?<mjf2qc$L0@=3W<sZZw9X(>0EPR-?1td>Y}
zEi3J(0d>qXnaW8SlUo@h#0$sT3;|_*$j#Hzh9)DztyZ+?P60LZxX|5!7pyjWY?<lV
z%M3n0;#snQ_OOM@lSSDlcf|8a<f4|6FlB(eZG!_<<em!Ih%l3Nr+|Vc@(Lq&?}}U?
zVF4DZ$R{dfBf?D9odOy*kyjaca989gSruTkiab^!8xdx*?iA3tiM+<h7j{KnA|Kk}
zVzYx?{~fln$b3tjpEh7Wd+cwh9QL*)u2N!_%A}|0u$WHK5x6O3XM%Jl0;MLlmn^0#
z6&tN{OIMDMAGJG-k`$aKLn6EejWxsGFU#X+kDBnt#eFu7?WgrD_fFk~L-&PtrPi1L
zRRKXYFMClv`>J~H#g<9&7Z?R^$dDTzAPcR~(P<qQC(3hYY|0%@heklJc>M8F1TOJ-
zq^lE;?C0SN9v2rpEWHjt<=xoZbqKCA_d&QqgO9jr1aZ9tP1qZ6A+tVs9=u-*z^DcK
zTv{v$H4E4xTo}Fvo8(;>`cG|9g>m!+u=@}CRpY3Ij&vMtGJ9U;>AwOcT=XsaP?9a5
Y&=tC%4Vr+ivZtRk2}xS`Fzf;U0E2^g9RL6T

delta 1940
zcmX@{h~v&P4weR%sh>8o@GvsgOcrDeocw`BX8L<kCeG#wjO`N`8MjYhWRl`z+N`{N
z4L?&2D^G}?o<e4BVtT5TmBRG(qD;~-4Z_pAM440=J>i1efu_u3oh)Lit-=~@XcTKT
zC4)V7N``F@l-D|?aZ2qJjSSWdwhZ|!=IM#DOd^xxZPl3=1g01MWK^Eqpen%hmw)m@
z9XYWGpeRE~MrK}mu|i3{LP=4j6_=L6bblG9NM;aYwJei0m~mQ;sS(V$r@-V5W@sxj
znM_};#8fSjVM_&L%BT0LFmbYh-7Euk^K|>4j0Q}SU`OjPu?kE#6krkoIXqrmV|qa|
zBlq+L>P+5DyI7|$oW&T+=mydxKly;EAfxm2gKA7-(*+tBW$Pn~85tOC3W`$gxNM3G
z67v+2a}tY-ZIu%9iZgYSD--i{)6$jf6cpStb5a#-^g&AOFcqd3rKUnuswo?rSnHSM
z7U*XdRA#3Z<)!Atn;KeJ8k*@FS(=y_ni(6JnCcZ&g4NmR*W)k{ZnKU;PG%laHXA}+
zhs7U7sVPuzC@7%DW<5-k0s_S0F(J4zuOzX;wWuh+2xnlxY_o!@P{_<HOU%hkQ78s$
z=Hjx^2Zc8{S=Iv+$3Vsa%>S5CN}m|0uY`pX7a{@_=oJI4Q>M@EV&q|r2jvan$p#;6
zqz|wH3xyZ~28Pn4tm(k4p$RQ4BElG_7cw#F*O#PLlqBcp<QG-Lvq)_<G=J2_pvi*s
zMQybbYKDlxnj@4jbc3Rxwi=oPptAJ{tD%M))^ed+3rv9^H=!r?TI4W}iL1t;5h;yh
zIH^bsWVBT+dYYchxK5U7G>AZjCe9#AT(81d04{~62h=gDu%Ch?wdosYGU_u%f+eQS
zVw7ca7MT9<Gh;L3we4?!1voR)MS<;>+DzM-8COmJsK>O2anba3`b-+`tAL5rFY7Ka
zjrwK1W(JXxtRQj`NW3&d09eOm2?{bWWEf`&fv8Ja!ayqP0Z>Dh2#EC#s3}WyyQ~3|
GHX{Jq5p>=F

diff --git a/docs/build/doctrees/notebook_luminosity_function_single.doctree b/docs/build/doctrees/examples/notebook_luminosity_function_single.doctree
similarity index 97%
rename from docs/build/doctrees/notebook_luminosity_function_single.doctree
rename to docs/build/doctrees/examples/notebook_luminosity_function_single.doctree
index 497a2dd5896d6b534dc0a90bc90f227c111eab3b..af53f854061f5f6a3caa4840c5a1cb5f475437b1 100644
GIT binary patch
delta 35
rcmezNfcgIeW|jt)sU;g(co-R*CkrwLa->!y<`(3n7H>{u6nzf>_dX2?

delta 30
mcmezWfce`4W|jt)so5J@co-S0CJQnKPX6#fc5?^g_jdrr?+q9L

diff --git a/docs/build/doctrees/notebook_massive_remnants.doctree b/docs/build/doctrees/examples/notebook_massive_remnants.doctree
similarity index 94%
rename from docs/build/doctrees/notebook_massive_remnants.doctree
rename to docs/build/doctrees/examples/notebook_massive_remnants.doctree
index caa84194c7d146df0c38c016edb0c8695eb7f7bb..77aa0edf5b581b142f3c93e077e53377c5eb5ac6 100644
GIT binary patch
delta 706
zcmZ2-ie<(*7M2E<sVo~=co-QgCkrwLa->!y<`(3n7EexOypXEt3gIb~7N;sCCl;q#
zDflK97iX5GDioI_7AfSE=4R&Q7iX4KPRU@8osyy4!xEBOQ8H!nlpf->Zr;E&YdL?2
zo}NNxZen_>m6d{?p8n(ySEM;%Zi$~<xXPW;4MR+M^Y>L<ngq2<Pd<D_2a9&;&1zRK
zXt7UaP-g&w$rHLHnR>V<2cERv8qD~Ylc2Fu(<gE<>S8fhYWo*1#$ti#LClOgN-WU|
zu~v}KvF(9yTBkHlshy&c!J5IAA)obndLsv;$fOtQOfPsQGgcTgJ>{9aVXoZdn|&ga
z=RY!FV&t8C@sSSGTb{`m#Y8}ou`xQ6<vxZo_DoNaW-N+_1+*?Oj&#9sqzjEBT~Hk9
zBE?Z+h7d54L}G!l0}WcFh|R?wvD^J+7z3CXqqZ-QW8A^4XUxmM(4zs>4YyJksu|tJ
z>64WhFEMHJPES{6)Mhf~ojygGQOQ{wXog>Dh5#@OvStC<8OB+&LDZ3~IY27w5+jh9
e3t~NB1`_i?EIw8sF(1TI;s6p0w*Leg$Or)Narz_x

delta 500
zcmbPnj%CRy7M2E<sf-(0co-QACJQnKPR>~+Ik|;#o0OSrMPhD2PO3s_ajHUcVsWaK
zLR4x|zHVarWZAW{+EX&vW2a;&_ppSdR+LPcJf#P}`pxs1W-aIO(9=`M%uP&BwX#x}
zbX6K?mph{^grU6o_o^;UEGncY+h66FeEW(DOr`W@`>PkUCe0D!oXW4t00vw27_GU`
z^-iC|#RxGT#8Td_&CQr4Fuh5ZF<%enR$ZXqbisbph59X3x40xVCnvE;H>Wf=GcUh5
zv!rtJggYWqW~ms#QH2PO?E!L(0ZfdN+ZQS@?qIh5#KXYQV+z#)w?r4J0h=AVX{C9|
zC7Jno)7w=TFEPF1nI5gmsLk|=XL^S!qmuJ0pn-m+83MIaG_oRj85lB*v!X!Mk*sJS
jm34^`NW_3x514^OEQrO&3MAq{EF}&g5x@N{&_G52Fbk)0

diff --git a/docs/build/doctrees/notebook_population.doctree b/docs/build/doctrees/examples/notebook_population.doctree
similarity index 98%
rename from docs/build/doctrees/notebook_population.doctree
rename to docs/build/doctrees/examples/notebook_population.doctree
index f6c5be644e20fd173f10972eb2641c383e6ba233..10bd1d6bac71e1944b1e7151d47705f9970f005c 100644
GIT binary patch
delta 47
zcmaEGmE+}A4weR%sSX=ico-RrCkrwLvZq!g<`(3nPH#+S6m2eLY%gVG++NDal&uK>
DkmwIj

delta 39
vcmaEPmE*xx4weR%spcD5co-S8CJQnKPM?&|DBN7f*j~rTxV?^%DO(c&7%vQb

diff --git a/docs/build/doctrees/notebook_solar_system.doctree b/docs/build/doctrees/examples/notebook_solar_system.doctree
similarity index 87%
rename from docs/build/doctrees/notebook_solar_system.doctree
rename to docs/build/doctrees/examples/notebook_solar_system.doctree
index e066008cca3648d83089bb497b403d5a68018d99..e0a17390170a1f4ccad459d0c1248b9f484b2d0d 100644
GIT binary patch
delta 384
zcmX@~j`7@kMwSMasfRbR@Gvr#P8MVg<VdYZ%q_@CEuNgnct*s^6~a>}ElyQPPApEf
zQV5>BAYW{9J(JMna3%qq3O3g>oe44a*V9wT%uP&BwX#ys)6)l{q|(fs6#bO^<dUM)
z)MEX-q~d~%%)APHn62@X9r;8jw}<PhIufgT^V9InLdF4PT6HB$Pt}QNtBkYFS%hJM
pq6-WZU2vf2PR`CZ7Pf+V0x7UI&(Aky6S9O#z%}S@zFL~g2mp=0hy(xt

delta 134
zcmX^2p7GE-MwSMaspcD5co-RTCJQnKPR?dL&8RWilgScHYHr@gv@3+iSx-+PGdD3k
z)yhg?a$vUf<kjI$j22Lq+-8G_RYE*2=xTVgof$2`YIw8dH&4mdWdRy_CEu7)W3yC&
MDI1VVEX!pC09`05Q~&?~

diff --git a/docs/build/doctrees/examples/old/basic_example.doctree b/docs/build/doctrees/examples/old/basic_example.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..63c9b29f85a533e1fb840314daa3a24e8039fd88
GIT binary patch
literal 9813
zcmeHN>u+2~6?bB<ADh^DG^vni$!$WC4YGIb^c9?JP)Z3RZe3_YX^Gw2`<UICoBQgW
zxwf}epp^h6FhWRNzVI1|KLZH~A@KnT3GoF9sb7(hpc0?qH}|o-_wG7&+O$F_mMz~o
zGjq<&dCfU<=KZN(+&DLp{>URdq|D!G8n*2RHsOh!wF4{mh%b_#Cl@|Q?j#L47a7|;
zh$D+6asneP%3M1lezKV~=!Bf7tV><|3D@wu{b{sDr|HaQBI||_5i?@}^a|Z1vpJ^9
z8Ot>|2N2&i-|(`pSvw8~4b!l0N2HUEnM%>iDL?SBkXk2D3%VzdxXdShAZSE54O~0<
z@$7%HpYO+VMi^a%EunLAIyA6ok<dwcfKJNkVoUF|XyB2SZEP{S6-I$WEWukQ^Npyd
zTY3}(B5zq?Ptd^EZL-zxU&>%Du#LAelr6Gjc%e&p3(IMl24|L@gPJVt`DP-g)S{EM
z1F<O=6vG8`c{7*5j1_n#0Ti613t%5Tx|z`9_&b5W$MN?$uy1b1b60t2C<)DmU<8S_
zND|X8&@a+c*?y@;pQ5MNrel+yk#kny3j<4tM#QBgIu-bCZ=?tF=3OR8WVpKN2G;GN
z5pwF*%I0dK<c(odH_49DpB(zbB-NvI8>eVHHjUCwAebodLXjAyJ<Td{$3_=h%0y0E
zbXjfbGPZO{ZKsN;G<}Nfgb}7v;khX%p2M`K!S7k$%#=QnhrbG)zZMZ=9sh@RlPNB}
zlIcIKy)kuQVuE>L5D6_beB0m}enY#S!~EC_dkW--^#YdZPp&cb4tA)OK+R0%R?J1<
z>2A>NGQX>LV&4)h@VS<w?yDh2=oXf_JE|!5b>8EGc=~o^gdvFvB!iyaXOB?MHCBh!
zaH0pX2xHie67UO;_)+kqtlDo?HB#1@54P!WJjU+oJqxFx{L0hGu!`T>Q^gCrp<jVB
z6E=yW<eoB+H#1EqB`a&l86V1|gea$d6RuYzWY}WV%$2gYSckJXTNpuZ6ubGLV(C?f
za{@RnmT@%b^JT!m(q!${%5vdIUMN~+F8{R3WqM;b&p}@)mZhA=Pxj<!<}~Pc6fcy&
zxQoSqcek~^adL8E;*9oY5Nnp<Yc{c%O*9c`Z*NC%lW%K1oS9m%?Q4Z~E2qDxZBu4Z
z&2Zgdo2xNuN;*R`G%tvV2LF%KW2cy=abduyadc_hOi*<DHd9W*z?o4W#;vur^WTh^
zFFK9WFTbh3cJpg5y>#tW{l#lHuW5pLq<yxlMTX5{j<1ak|MVhIN46o1rK=u%i`!JA
zhJdR3*79aEn{?rPy?#dfI>E7l1!-6i!)iH&cH5fEOsotHFrpy#(at;?;6CB?iknLZ
zwsVJwGq!MUjp5xaYFi{S15VmYD;E^yS7Tqx99&be50tuTq{37Fn?&ofE#fOb9E2Hv
z21A;fpx|uT+osE49H<deXhBDf@iaJiFdF!Q5hs&H5Tw|e5yMX#f?1&4Yt}P=2!;=Q
zYoo5==Vg7Ry|SozL|`DZnCP{ao6E}=7twPOpXlQRJ{70}zrDPu1(C@xR)@c4f!$tN
z9{en78!65)%WjW>E!M#%yMslAcJoC@^?HQRr>V{!-DZ|(jC1LYY$uD_`HIGzzp$v;
zq8F03A2vH~V2J0QN%1#BHxP~UN>$EdTBaNLg6w+jn^8<I6vxCP19@a1j|^m-fs{|Q
zUyqz<Y_}6ljt>@owdc{+4;Fql8Z6+LD+deo-4gvzDKuDo=%K-%M;N)!(BMy0L$FiM
zONN6ZS&a<-I3_X}33JZKNu<t0iG_Ub3bM1S^>ePcd~JvD*J4vS)72f<Fp1kfcjoCY
zUsirK{W#YZm+M!Mk&>&qL;cv(%j)(~b*FN!pTbw7)M;edIQ5D=s)(lksniYG<THqo
z{sB(>tB8^0#)e6d$-I}PSg+#%$3f@axutSi9IO_C1>WA+*m!T_&Sw3}7#?Kj%GLS?
z@$D*>f(@T8krK0<Nu+*New8$%&!U=(sA#7j!xubS&3IHcu!cO8ox53TK&Qus;(xzC
z;XG}oe;KuCsArj=N_+Dh?tZ4dPEW%QK5@{0Z9kS>F_&_-LT|_#!KFZNY?9(UyO&fd
z_Uc?rC(t+Kk?V$U^<GKS+3{(AbzNs<jd|)GqPP&FHM!nwBDn@|byaINTiLG}<6cZ%
z1c`{?@~60G=wAovxDL`w*FpM<zS0bFX_n^IyQNlgGLBdx+o19ZNXR;}6q_O1Pw(O6
zfiES_Ti^<ZcXz&p4|>X3SN}9*dZ*V$l)m9Su6oC6s<Vc!{VD6TBKM7qTqcyVqBfkf
zs`I_E29e&}!BsyTExoZHE$v?d;WF#_L1vmY%C6!E<Cw6&1IYP6ZF+xqTK)9Y`CdwJ
z_Y8Gh%Km_nh4ah(EUXAFoF8HIh&RgDS(fu>6Jp?ieURISJw^Pxl;f2+VV@%YZOX|9
z3NxJFr1VB4Tyas2p#%7TA;NGz9K)uM9c0{sWBOahhyUX^<D)Swd!RVO=(DM8X!rHo
zf8CR69%MMb$H-C3&h)cPFm>RcL6AZBW7`!=sRkL&RcveAQRAFGxW|cBjWAB76Pz1B
zSVY6Q|E;XSd39*WLyIIXe)^F_LBi3ofjfy~;Gc6H+a3-fE}{LgLWpPgVt8@L(BTjw
z<9b;EKf@5>o&D(Ga0sCdhY+e!4k4UzOxWl7(#<%(pR(8>gs@YBBL_@>$qyrhcz-_&
zE2QhV7(MD}vUOJEOy9kKoTzfthmp>_Tg|4*jyW$R)2HN#BIehbZ@IBebc^%kuDU-t
zAQ!ASQUz!|AHOaS7m&0Xye?-s5dvjEl;Mx{tHQXx^#zh)lx<!&+!(=ok%!2dV8SKI
zx}57~m-0cR8fl0xP=ZF|P)1A#h1+P>^JW~mXw8ejLPBEQR=prv!|I}5B9C`a^F~RX
z40Wy@kn<dsanw5X9d#>!>a|?psO*QROQr>D4wRqIAjC}z7F<^q3%w}xgJM1*ul$1r
z5m9AT-6dPZP1X*|IyKyWvnG#`9R`k}0uu9LP)*isV#ZyNTi7-tUlmS)mlz%(b0R_+
zTx}}3D;Kiz8}V_|k5MR;$D*@zX^As@KT+<~Q9lbJogztcQ5RP#7~#@9kw@}OeSoEw
zVoBtam7WR;=MPGi7c#s<v%h`w`qCxPFLzWX%cE)!9E`%lhR{t*`}0LfJgo#L@*v(|
z$j2gL1(A(M2_duuWEfOrT~4D+)WJ5v5oYVSMCvfyO-#!LRmji>AbF5MwdQS<u=T$B
zfw3t7r6dxmIup<wNg?2_&z1NGppcW;4s<+0z^J1ryQ5?S{U6LswZszo7UN8$DtZL<
z2yU1z?4wxaOkox<qr=z?hasdj5+I$=hv^-LR~72L$U;a$9eW}$C=_Tg=CFbwxhA^O
zZK+WqLcZE+ZEtTkv+`;)h`KHHbOR%KE0HJF424n6&{1Inmqq%3f`m(Fm!AP!7NQOw
zfRxB6$biff1sM?psKzlOIw=|T>Hs9>gki!2Y(bN?S@|Rs%G3L{)yJ!6FE{SV$J5m?
zAI~>bbx0?^;*kwSK7@P3eiMdwl=tv}V@Ds{+u=z`pfvn2_YBz6J2A``u17wWwzDSc
zY$#u49DGt;#Tgc)l$jMIro51j*|*~m?`qV$l+?fE=6(-K5?IXdK-7i(A6FiM$7Xrl
zQR11zhDr87ixMJ$?WBbY(rul126J`1Ho_Yf_4MbioFx7h#CI$u?h?NXf8jEZiR8w_
zhySjr2OF7-fK5WZ7_Km&@IpsrvP(p&49BnnsEfdhiu7>~o(tW96DvWpCq)1QTc_Wc
zMnk<u0(?dR^Y1zJtx8|2haN@m{IJy0@$)F{rTVG#BZDZ*D#m3C8-`@#HWMW~&kWqY
zBBVo4RDk`_b0v&(1=V!Y@e+PjtQE>DpRD4_dnQmkP-4l4Eo3h{@a~G^A}d4KH*b9y
Ye5emjg-}PSJID%{$+~(=6`Rff0-amdrvLx|

literal 0
HcmV?d00001

diff --git a/docs/build/doctrees/examples/old/workshop_example_notebook.doctree b/docs/build/doctrees/examples/old/workshop_example_notebook.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..a3b9462409aeda6860fb26ddfeec3446f72723e4
GIT binary patch
literal 65313
zcmeHwdyFK<dEXs*dygUSNKv9<m=@LCBYm^fPVc<-Nez+X-BCIncaOMR%17<4TRk&9
z+dVhaJ?!q;ht`*f7DbVEBT%4G1jVmBAiz!x1PB5P2@n{F6)Uj=1TX>wK^!HD@<)Im
zKma>WBXNFTRllcac4lWu9*?~eZ@R1N@m1AVUw!q}_xS3mZ-4U7Pq07dF{`6$`kpA)
z>$*`_te$hWZq&MMMYnt3>dm~_yVuJ)=S+FmGP-6>={YBmqo!)Dx~b^BtzK3=;ha~s
zZMB8}?3S!=`^D5L^|X3stLJ27+cvdo*GBbJ-NRblLQ&^TttDF)67f8x%WeL2w%+Xo
zFIBmA*HjuT&nZ^Db4oXK05a7u2%vYJ$6A`M=!UJDilrK@dheIc{yG2q%U$P;EpJn8
zJ@uS(x+4Q<yQe;^o>U)pPJ3OtH>VnHWv(voX!W^{X*89ZZOv6RT{icnnq(S=?Y`AI
z`?hN6QeD~czvp<`9EQ!B<5kWndvd$eQmi?EGq-D)cL7*Oa#JP1s#Fc*uBdhP^=i*K
zMIGqfIN7Z_7ijQpt!0VsY@DeX?Z{+!qpDuOP^yn__0%Wu-zV_jC-L7;VJOe-wOcDz
zN2b|2+rgkH=8n?qs!yxWs-Nb4R|WMMb^6BXZdJYLoUzbf&CvTME{l&-wr01K&?o2F
zm)wC7WW6r%&I@kW1g~p7ns^jHwXW<DB8^z;>pg~W=;I1NU7~4Hg*A10ty`4`c9?p$
zfb1ono%QS->)AO>xV&x39W~qmV_j8*hS6#nyPCf3gDkLdGA%*I|8>7dMnh1IUBN~f
z4<o!z@1o|8VhU`6*=SHs%@%4#w^bLaiqN%`y2!_(;=J$e2BY~3hUW{TkLKrH{CLD0
zRgC6!P7Bm2=joUBSA?syScK0jdfn9ST0$w0aoiD#`NFc--NUj4(0vKb+!-Ib^C9S-
z^PuA-XCSVqb86mO31NKsILDWoq1!SRqZz^%UL(=DQ-<E!@B0EQKi|@9#gto8wPn=q
zhH^Ml8-<0f6>mt~x1i^z(S?IJZi7ylM!RG8<jAr<OVqC`Z(~(+3h4D^AC>ITjKwR8
z6hEcxbxagh?RJY10~^KO0LeM4SNR^$a~{2dE#R`L$ZPlwb;BLhuXuy(%xUe8VcPDB
zaH(P@k_f`-5=*(Gc>^$Zx#&>+^>`1RjHY+GwgkE^4<4?wptD4_OTF-redo|2^X5Ul
zhrPnCE2i0dmyqY%eB_h}mSvqYItT=y={cwMDt0!zr-WyKN*X8`LOYN(byCcI8g&%C
ziSclC(Mxcix?-4$fGH3>YSrlKjNDs3S`N(<%)mbf@IM@VnG#9<L5L(jd&JI$>v(>6
zXCF1Yy2Pn;cE-cGXkyTvp8&oekJp_ag}ReJVt2xIETE2#H&x!;b)yMtu<AfQ79+%j
z-hvJhG5LS-6{5a9h>EDc99|87cIay01VsH7;W5#U{{`Ux+8|i(+<NH5iFQG#2!(ku
zF9;WfRjaFK+C@q!hf*ws_Gn^1@P%c}<3ZcjfwuKo+CT+tv6@lO7-m(oL1XzVGL`2`
zd0tap-nTMJtp?`K)M}c&Pj!j;Oj|*LRw$*IY0G<(vSYNsWPy*fwYGx1h539w4;WuJ
zx`M7Kb-^~k4cOT9HS3v7MmD!CR199BB24>Cz^YUb4)QD8_k>lcC>#{%Db$;TA|=Ft
zJ}6OQ1k!^tC50h9m}e>dfF3N+2Vq(S=i8R;Y(~IeyD-ati~KhLfxkx~;Avq1+|t2F
zxe0yE&t_&a8KY~1!eJb|VF(d<F|_*pAw!uChR)7TZ|a-+OCIaU>sg_+=@~c2rA_^k
z*fcaf%fE_N2m5N4l4mwn3i+)WZ%wDzm0}lLkjIQ&5n9^(3nx#U=p(1!8$?c>L@uNG
z2~=_@Y4sS5<_YBP=QTiSqr8UtI}s>6&LXt69F?;ORdHi|l-((|eMMO!^=)TL0Vlhk
z$O$zsCk=4;BpcgunlG{feY;K!20FGr42eaEfxR<_?dY>O3%{7jWa2~!N#4m^Rb;Sv
zAndd;RPsU_@(HO>Da`YyVx>?PEE@^<7cWHbE2a5zUMvw&ujJzu6|tqEFiI8hKR0JS
zbA9dl`t{4NNT0iP{i^$&HZ$6@ipbYj&3y__LCNJ8k70~>JqhEKJT1jzYL?fN(ClX+
z1X5mf`NtG>_?kFgRDQrwC%TbrCD1wNoG&zu9b8Xy?#?@^yG(j>1C`K50<j(BCCxjm
z&gLe5JRbbcUjmWatSZ}@e!x%kUsTL0c<c7P4U!^4Tvt<N)2eK4ZXRsj+ww`_rc@JL
zhAg0kn-V96n^9_rSC1TSN+Z+5pt9j;w0S5=3~GuH#rqDd0Kq2*?J)Y-HzomvoV@XY
zRB{utzc`+GG&99S;vDXe1@aNa#3%{Y6G(7aIOq6Ocd8}Z%AO}F43k~mC%aK@JnKBd
zsV5ghs;860e$Ceog}{~is;B!-050PjZx)hU-f&O-eo~vN%gyr(lp{$R!{>pw!p9IN
zDpr%dTd2Nt_g0F|D213rkVI%hM3)~A<O$NQW~)-m*!F~aiQoJwZ~h$&HfHNL>1Uif
zq~`bh5^SgaB|vxt0d2gRZ;o=3ipcqvB62=@^E(GQ;isGbGzptV6ZJL!3H5Qb>jGce
z*Zf`9VBgWp2l`It;S(p^3jiBuzJ}IPybA%t%48l8Ss+kQqOQ@Ea>eVXxUJaqT-VI(
zjPMy@dJZ?;HleF%@7dG$n*cG~2jO7x-Ula8B>80+nh8aWh9!1nTNRZ(&9bd*xaJv1
ziim~?Mn};jUuK0%=A{|B^lhv#K`IwlHbh)0)w5JCb5S^4gz4qs1lbo<rmG@d73}_D
z3^Dryyegub*pHGnv2g{g|8|t!%oni!5V`x=E55l!*{ft3YiwsfqL?*S%Z-0H3V#rj
za>gaC%`c#9NnBv_EW`qRa_nJZ)+tt?Z?BI5kc|o-zH`o#u&$e3g;7#LSiin{jnG*T
zRtx-BSS{k=2HtMagZFp)+N*fHcIAp7+$zl7y7@{$xK*TIWLkgy)oa47%WGF}u1dGB
zUAtOYEaVrwgex~+TU&?Vl~n}!DP80V?9!1x;I5G#sC5oOQCwVFP(G7i5=h)inOUje
z*A>pP8VkrhpI@fJWpSZAPY)$=adANq2zpjyQCun)7l+kI9gwbke(iJD{7M%WOKznl
zRy$RS+RNceOY`GYS`rJTCDwP;RYva^r1N+PRk~bSEDfvljhv?Ma3C>o%X|p);u2)j
zyuQ2(B%8aESX?fZht+rU<(H+^+s9a8d??Fep_peK%!`XfObhEZ!A*(upHLD@`K7`z
zDElid77A<x^J2N+c71*UwG#q(l`iIsV^+FQCIE$kSYBk<QxeMykoOZNuuAcpD;30I
zX+g*p5^?huWO&tXqf#oDiv=Mk)XPg|Ha}AV3ePX*mr=i)R-m-<{8AAuxk*JzDwGPq
zd^e>;Df0`(d~w-JDpS&Ov7Db@@Mf(zIoP+?gu7bpu5kUjkj1mT-%*4DdS09bXQkwz
znba~YQUO@4EQ?Fa7=2;2Rw-kpE)^D8_R9Q>ko(zf`vqQ6AzN6^&j>qrE2Vr<ECAhi
zOzK^sR9-F$Q0Cm0EA!$~egXF>&~K$r#d2v8-DGv_=&W2G<z5gPxRY+tO^!GC^K_Sk
z84$82hTCY9I-hO}XfG$+>gw{Yyf5rjviVv3Z$|iqonOF3(F!uPJF-rl@W0KvA741e
zp-jNl$>-<l_1m{zdv*O7!Mwf3E1MS=^Gk~ntj~)@tSN@|w4CVg5Uh{)8I>+9v$Eb&
zqBT{<B^#C!t9XP;+0vOObYI9Xm4PSjqF7)_%M1B@$xB+Kq{U^>|9LNIiIVb5K)1z`
z-_yx~8gHS1B)JQvw2Ui8T2_PC$uic-`~q7i?gGKuFM<FqyDMa&R9;wE46P8i#ON!8
z*62hl<X9&5J;9dH#&|41()wUpM;^!G?+Qmi<<-k~B;vF(ubM_xu4>Sl*#|``WHQm4
z%#=kN$n?dL27F)2qJfGMw>u`!7az)$MN3(<ltr7A^G{i{ltmL$7H!Dc_`}VjMJ1!p
zB#7)L(HQz&Tp2#i>Wm8Q{t!aDaWsbBL($%5pKNba`mhN10O@-m-HX(Ezl!%Zk6*qQ
z>G!d5kFi>hNx~Peb#htEM_a`A;-vDu7ljYGaPRmr>O;UfMml{g0+t6@yw|@*MwadI
z)$t(~>>WR%-0y7T<^a*&F!kG%tvi-G+X%89n?x{DYs%J5cyAjS%`&c*j^*MuUTezM
zO?GqJzh#YiZJV-neR?V>TlZky+V-!Jl&y0$WsYzs`arRDQQ=@QK{z<BEz2MK0>P-(
zW48Gw=~E_~usn5W!$VA1xKd%fwQo{uiN-4-9m%8HuY@XL_8fl}F=0tGA_**627Df3
z&_d=SLkwCj!l1=<oFOn}^jg=lp<e_=b=Yif3(O51bDUOjM#}5sMYDye!IU=XXDox4
zZNCH!(CSGzp*xbrORSzVR8L%CR2}NtW;tT=LT`Ten90jGlCW<?lb5%sm*bkeyvZ8u
zQ-cjmUjB6I#EAx6bw%A^iOheW;M&6QDJEMGnqtX!z67I!Z3T|TU~Cqde@lc@HF#{=
zhbx*I+|boj!+;N*T@@L3;A@W3cV(!f!9|TK@9@IpDTkc#F{Glb0=L~oBjm!yZ^>e=
z>Il`CK?9r^pjPrOXk|PA2?yccWf0h++_en=E?x1vRD-WD?uzDMdi8bb_WHF~Ub%cr
zx_Wv2^7M+ZG2O=ZmPig2re}p|G-+<+w?wj!oZgzf2d6R@g`2nV4>{kV9?LDu5b8=z
zt1HyWFYlUguJ&c>xG5OBx;I)9K{|_p(P}Enz?q-L1_wo02|*Ux<ob&A@><HCS1jnW
zy95oru8}VwG%LnO;nJ(*x~7qh_lvuScy62dKBzpmy$LTivsANLmu)%sV$kJqYPjn&
zm&mN-a~=j@3N*lK!8{w@hgw<{V59r83C%;ihv<WqiA@d5IAp@Ao*PTlBC)v&Pc@A`
zH*QI&7Pc?&+a%w`JP;PKmM|U$hBkoIgp*8$eB>d~LvMj)Yb%(6{R|~ac!rBna~NvX
zU~ywB5)c`<CDT9AHIp3#B9t-(Yu^GYCz4fy`$4fkOMOu>pIze^ib+wl$@;FTW*NGA
zm^qpks$$p+RZ9P9OJg*J>A<G+Kc)ZNw`5BHQ(uJ89=$Jo5xxiXKYB3v8%YO~am^Ti
zZIly=Z^rm8a`&4t@&ilsh&{lJF?w7(su^Rnmeu)@4t=px;pldZe~>iJ!|WJ;$O`lw
z;9>y8>=^$Dehj#$xMc5RADmOT*x@SdqYf^a;;!c+?vVngO{4p4a{WKSx9QP**c}Pn
zz*)^?AP;nzln7PO>fnJ4d@4-_*+73viI4@Y4u-6BO#bkAJqiBs5+Ms(9Sm9dm>}cz
zj0#!MDnS-Cfk{_)jH;!po4NW7)>*o`$@S@nY;{K&vY#X{3KM8gufA{+qV@m4Dvhd7
zFP$1secD}neg675PcgZ#zF`~n5Z8*UuS5Boi)}ZV+;#wK@xZ_x?Dvz8`4CPcaa4o0
zL;Ggm$OiOiatMcT9ElJHZ4ZMmpb(QoIE3>^gfM7(7=!^IFgb)nIFLjLgSH96VY+%L
z4dJdbKOncVN2YzjI-VT6QW`S(7=9#aNR;pS(*(X}OvRAZ^?=uj3X+CuhWxujTOOhr
z!o@W4)`n<?1Y)NNG(&<)nBs#0*;N1nQ@_aZtJ56as^|D6QqH}T%rRAsKviTUZ4KFr
z(3ju~l__3?+Gin|atPa$bHg^}ysK4&Z3^0bsx~CLQ(t?b$Wu2c8q*L}l_y`bNKJsN
zGWbn<-d6{F^|7(J03jN9<}&?^rH)eYOR!n#l0-3xJlDFe<0=|q^;m>NA1q3vAXjvQ
z4&OiiEwqIX(1mEz4K||kDYB(Og97*0xSfXPMa|~d#Z;p|j((+n*uM9-(O?X(@-ckL
zACXbwAi9zJR(EL`dxLpIl^(A+_d36NkLF?s$}oq({2D$Me9KP^I`{LubDLvz4iUwg
zulpq!f_yECAiuRviVEHw;{E}VFZ%*IavbtAk(Xgtdw_Ik5RS@HB<{vj6xJDLp-!et
z;+2t^hZUx6!!#ohy-79dObfyyEgkrivSkZl5eX&hh*pYNkchI1xKcnh3s*ymk6j-k
zh=bW{@!4zob1@ETew|R$o5slUe)^X3Mi+W87A8Tj%hs%*ciWwPTCtcUf5;BY7Qp!x
z4(HyH;QYoQIPaKHS`4se1-N0^t$m>hZ9Yb92!4yvPv{!3P`aQ*2Ag~jgIr=H3fFC}
z@I)Ffz?T*<2RNcDHN~<>v!<>z<ZjEhK(p8viif++)q=v9x+1KD$`Qd+1cbhE!#M~D
zUh3)pxY*gE*tW<<N@cW(xipe=lS1ThTia1|SBXp%))23DR?r$uzY6GVv#@N`R8+OX
zUwC|d_$?#&ts4&&@iiOTc9)c#Fd$5SjjuF71WL`IfRY+ET%Hhy!;3ADjy?s&d*4St
zSXJ-vRrU6fR@J+MR+aPCIuMF*nivltF7?nw4vM?#M%l$iZ32by4t!LADA>_y)wl(A
z<W`p`KG9vpsv+t$P)*aBR%1&8AF%mlI&N0}<5$0n*nEgt3);+!wyBU$W4`vj0CNZ|
z{*d1<WAo`|??{vW%dts6ic5WO$8fokze*c_{3ds(f-zLL{D`Mh8|=*=V5VUF_tCdL
zKe;0+82>#QmvI%0f15SfcRw8{82@X?mj@{ri{4g(t$_#Q4Ynk>)eLblo*RC?sgkGj
zPTfo68!VFa4k>%y@--<%wyJ{ti!^f)(3%ru<TpB8X%?%--QvU`IAj1x7Ev-Qh5RhV
z$gC9c8>oa-@D>eDiHyOYAKGt(u#g1$71@R&Fqj9nTL#++-%Vr}a;_IG3fWc8j$zaB
zw<#6f!mfl~Mz<-hD-BB1cK1M{8?*-!p_1J_&{xv+re!9>VezBB`?2LJk=b#BUDC+V
z-mKK!d-uw8?53`OK$*!^Qc%_KgpXWh5movMz{zzNC<p$)1nh#9O;AK<yR~MoprV_m
zK+!?@P;o_J59v%(-sjT<CJ7k?(v;?EVlsPfm<XvLq7uf!yL}f(-5jA#wHj#rKGef8
z$1aysLk!opE>Iu_3v*VJy<O3tPj~ZRw4bRj>xkmor6Hy@a49~#{L<sISP@mld{GoH
z1z|}k0%;~wZ_qf`#jAk)Wd<#+O{uQc?CgNSn-%KJE2rKO8{qKlg|eq+T5qtSk93w0
z(CrpS7O+BGy&c;bhl@1*s~F;4ASqU)fy0K$6y=G1Vl%;6GM9IQN_)M*&|@61;g+`_
zY}6xi;H=8VCAu`dgwP4JnMwu!sYp)<kjQ`do6?~-xYWJ0<&G$-@&hEKBo480QxfOK
z-AqYbO5z?I5*KAJ|1gQY99K>BpN+z2`f8&80J#G-QRibU7B7=sTRFJ_8EEguNfJhX
z8xk4Lj0PfT7SJm(&af}M;jH*kl}BR?{r5*==wlrJ=*px2BWd)9DUbdME6~TB#{h^a
zkDl{`U?g)Ff%2&PL`*Tn9?^)xh$vB5T;S0K28R{S3n)rqg~Qq7v4wdi<umZ84}ayO
z1sA^WKnt!~*<k`QHZUDW9Xa=|b-?H)Pg|f7aSQ;s>KFq6K)5M#ULX7sr$uj^)AFAv
zfCTV{{mX)J&=>qs90Q79kfE>@uFnV@st~CH2?ZAFgr1826Kv}#EBn{QB+AV_WoKA~
z6CNRDf?7C$6w-qJm{RBwV4*k}fPBJQc%+TegtdsG$e?lm30~t*{5?pe0_+X{WJ=3L
z#6~EHg?tfVW-#gmTtO_ADC`A2Eff*A0uKP!{Wn)efQ*GgfpQ}P2*#9Z!E7OJ$fUI(
z5)B%kuoemxgJ=ws)&j&Ui1Qp@jyNuvjnZ<dD41j!yeBNWM=NV9U0?$id%D1|%+du$
zD{myiGjM@Lb?#H9h$-0**znzOV{YK{(fPHMDZ&n!GDRuPPHFZy%;G?rjnx$TOHUo%
z2`F7)=>j{J1?DnEQK8^txZ#c8IZtA$^pEML{ZUqF)Kuy3jv48}6@>H|ri4tDyvOk*
zF+q(Za7CWc(h#;Ns4rsi%oNJ+QwRgr?U<k(Nv72|P=QqIn827ovIPie_aT066Bg&G
zY>VVVzKm{EY2ES2whlI1b;Gvqh1dZhmNxh`^d<D@RTU(8PpJ%yWP6E1htdZl151}8
zVe9=NX7*Nzw|?k1mNxh`^d<D@RTU(8Pw7(pV3y)A>(G>K8~JiH;BVd|#xiBw80`p)
z2GYHPh9uo9(yPnhGB#z~*sbm8ItCA(c7VrGdAt_=#?l7AhQ5Rzy{dvF?<r;5?jyD>
zD%}$jq<iBU<o}mIq8C-p8)}e$?$DNp802%+w|Hyc92}}4Q01GzAU~*tS@u5lP{bfV
zYF!*yz{k_0(HVRbXxD0pnF|lGVg7W;a%F~DOuFjyuHC<90Dovc9}k*e!c0IWdxw6;
zGKGK5FTuv+8H`8B6#n;LhF5hm!GSRaQ~iex99clfF_Q@|$N&tRH5iqWv76f$=)=?%
zQMdyC_*#n$<Y)0khP9l{%`&+6b~XqY6;#X(D_l?OqHtS*scB$44M<d&i1_x;uy@`L
z89?`&uaaf8Z*TXYbSId1mCt*_pT%)(q%S@Ml<^P%^L`YAIj^{j`ZI(-aqZRN26Kgo
z!5qE$-D3uGUqj#Gmlx`Y26JDfaT(WO?jCEfPbW7pnEQhv5jn)Dv2qZK!?T~`K`fF3
zT+A}1G0(J!LK85*=gbeiYkuchIt?+e^A@AO1epc){Somax!-AEj}JPqM<32*UHZ)e
zpfDq{Ta#FAGGn~h(%_LkVB{ILj%M*?u*<+c61)TXCm=(*uzg;#1t?oN%nXz-A~?%{
zF`rh`?EMPea1?nm8Hnb^0)L5EiLwfYSc>u@30<fpq_GuyKU#}k6t3R9c6)7I__>?6
zZV0bmTlX9;FfR#YG06-W-DS!G2i3)7gU~_dpz$y^-1_s1JlrC4Y_rEC>p|FcUX2-#
zGIM;_)dM#NbxlBdJQ^5CdLAEAs($1+PAOGK7^?d)TvJNbQ>xCLxP0`edh`(St4W85
zam^yXJIZOoH;eo_atCISo&h93TtuZF1EOa{k5)%DfQ;6%dS|2qTI>Wjx&h?xCynzk
z1IXWF1^NzKF#uu)kZ(dr#G_|;0!#kuT^ex}pJd}S*CZ?1=FIz;C@l6qChBT>9}|^h
zypK@>EpDO3AZKP;3*4xwP%11exn^2<m`E%xmX|W61upO}4)_Rw$)YQ{Bmjo3)PRp<
z_!TjM^4o+G??P$bvur8`mQ7K^i*z!`pw1sPjM)b<8Bucg?-Q2cBnqEDPm-cPW|c-2
zK7W9fxLH*Yb@agMKp408Ma8VblS=#E20~)C;b5<ZXp>fDb93`x^WGq%xchazdY2zz
zDicfdUTK9go5cHn`3}<rN$1m5OZ>3UXOtfNw*-1H?iJA+0S$<<FGH`0{>`B+54j@Z
z%t5@hAy-5JvopaJQBVoH5_vm%MHIP|$$`MdoHmF2CP%U+-SfnKC&w?6=r$(ky~7<M
z=a^sOz*BRm!6&)5u(&_vcr$9qMe{0iemvx|>ikVeg-pTK)c3BYVyQm1HH(mqW3R~5
z&sY~xIllxOb%*%Wz$f$K6;-L-C0A&4{nPHk2^(o~Ghdz-1l_okVwY43l5q)S!Nseh
z*Mgg$BbN_)_7{22Ui9G{=c?te(BkpBc*Ls~uef{F(i@4B_irtnsf|K0eAU9<{O+-<
zmJRgns8=m_Xk5m<YI%({*vI|*K;I$41?RNv3J_~ef`>LldB)6VpMU=DE(O`0Sz%}V
z>FH_q8(dg2cfPn#<jw>`zL#5uaaX`?CP_OP5&?baHquQ9p^xY9lRU;oTDi!b$U+24
zM-CQtJUhc>4PBd@(^W#3mI0_N2Y2E&NP61mFb+Q9i2a}zjZQ*?US#d*b?Vl^idbyi
zV;%<SI+dIU;?|XSep+l8CfwX*siqwBf;;0?&ZVK#>ll)TL1E5msohof`Q2&<Fe7-l
zH%7b%*2<=SaL=!lCyG=iI}@w7rRc8jI(*>W8O_<B+x5eQ$235P3y>2f#(Zo)r`SS^
zB-G$m^=+U99K7o`Yn_rMe5s&?4d!)jOYG_z=u38HBUj)ot(!?{wPaHwUwjg;h=q}c
z(FrSDZ-}I3T5&UPx&H08M6G4i5Ut)F8NtG}1q({Q4XD_?I|Gd{jX}h|*Cp0rz=Ueq
zx%acI2LN>t6k9-|E5J>of!le+KqqgG@Y0OCdSwT04(XbogFqxy@<=FP_Z!^spLkEu
zdj^rFBe=cXVha=bBjvr`iL}(D0?Xe(wD@7UF|1zpNd2szgX;Ikhu1zhFV)U6v$`2r
zi~>}E-=TiwgaAwqH97MqT?m2zeW5~g;UeAy-cszY>5&s`Qn+#81+%+wf9;lFb@1h9
z^88*l??NJ_eJSmuJH+7^XDRK2=c<(UxqHKhp7uo<Qagzu9an7s#weVrFSg%8?m%qc
z{0SWN1?~$uzZx9L$bDf}{T=oDO87KQvVJ4P?{kLzr~>>L+y8sxv;CzA+fQ%NQU04r
zqdcO9)vu2-xTlo8j@eVcMFV4FV19))IE3xLjSQ~B6W^&r>Kqc3Ij{vosiT;QCKI29
z<U%aj%Z~gRwsD(`$E&~_xhS*eY++U?&d&<sJlInnq$0}Mdt0+5eTBEaK{|=i0|_ag
zQ1x6<gvj!+KT<@2$8yG449iE~`t?)}D{-hE%V8CS2DTD<rm-IlW~I@9pK%2EkV3`d
zRdMzw0t=2P{7{BtSTI@OGb2+#GyTz>0#|)0GHwYkqf7xDulJQ4Z3@_`ns^SF$No{*
z!4Ve1FyH^9A+j(Se@9&l!YDJ5FOD%439<n11ka=Z_bmTh9zN`QCySK4hLJucuPJ%;
zl|`|`rQ}sd)Rg{xA-rb1=ZP7O2a3E#+3J6k#8!`cc=`S){I!30`P;}H99}$~BhGF|
zPb~v<j-rQ+V>+_@*O87aF_oXub&md1(l`&(Ir=dx(0BZZ0T9(Wa-QP~M@-6ID2v5H
zxwu$fD3_P!p>#8EWg<#3qvnnx%>Pa3$Rt`De?pf||A$o?(b{lcA4g?lV2_9B5xkcz
zM91vH>4Yn*@Z_K7mmWQ5ie%n<J#|jaV_`Hm$j}h?RqFKW{|?3}x=4oJZ2!-M*$PVm
z9B);sr~8*AN5Ob&LvFT%g*m~^c2EiH_sNIHHr9&VAQtH@Ivtmjrej1=!iy+7_6_0-
ztiisu9NZv&7eS+4Q3CG1IxWL)X;rbaPfsjLS<A-ZQrn&t<UO1!J1twZx>fpWWp(oE
zU4d{wM@%C2fQ***6{V6b6la&{GE3eQDQ`A7tIqoJel9IQSfX4G!HHUORcTc&eTmFb
zijZs{S`zJE%89X(g;7f4V1lBtlB`i`)lzI}k3o|)FJ0$X9>OXl7ee;gRq0^UfM2eA
z&(5HD15r3xcMD4lUMjiom3-N|)u70R1{kQw%?91c<En`c@u3UV0d?A%-BPlbMyavh
zHR)<HQY+vzg}MfbgGslP!GTRvtb`U@3M}O6xUY4`V&B58GMb0Q69)I9B|~U|JK|23
zqJC8_F;tji^NT)N(&}yTfYX$Fta7?irC?Q^dIRs5I{G&KC>`t47NTfXjXg=zDV|sb
z;jFe*8%;1AgC2t)!1zvzr0&8<k<?vk_Y;yvN&J_RNc^~L?az%u>%9%Mc?G%q_fSsy
zqkHK4$=3eVNZV(Os~nxJeJg34!<<cAs{SS`p!S@{UY7OR{!ONdvIg_}-nV))Z}#rt
zreX?eK4-RiaSLtrqBEtn<?V1zX9K}USmMeGG}Y($|EpcCRiCRHHQQ7aYfi6nt=~CU
zJ<O7fR$baP%)5xj-0_1_B9Nt0g<wi5EJ}G16p{;~E)YnM1039<L^!91LF9YR7trK!
zwdZ6I$gr*<9He4lB%G7a_nN<r@v?{&{0%&SQ~p)@VI1L&J}s!BoZxraz{`=Tjr7Mu
zWc4&P_Z{9GpROqSW}ELb3;4`PIP7y%&Z!L{xJ=?NQR?tVNn<f01Nbl93FuQn8;14&
zf;Bjp0dz4wf@|YatN%O-VBRD*{}pogQ!5T<Y`WjytHb9p*#Q8~d8XN!^E5jHZzt!C
zh|1?s^-<E(4AuGUOHl1G_oW)sjP2|r1ibFGkn_kuNMrR`&qR@_$MXE1t|`U8Wn=^S
zqYhWphq-PkonmgB3j@$cN={ow*Q_Z$^%>_A9<?HdtktbUNz1Z&?~s(_q;sLxMaXX*
zs$M+*n)9faLbh|gHRmk2UmLuq)pI@u0?3qXMZ{*+ZE%x4=kym@Q1F1(F047{TvrT+
ziSp+d@v-H02QQECX2`n!E?zV4Yu9Yy?YwQ&q^exIOJC946yP%Vd(IOL!?0;kLLYCO
zbk1A2X+z*vX^+@a1lw~iAOx+}f$xYmsj*q8@+qEz;J++IB8zCL2E8&1^bjq&1^k3Z
zO{HU)w$xH~lveM?LrzAOTmI`5g8c1iq!uUJT_{5FOjFKOU8#1rQQrlqX6hI#<S-Sv
zjg)gXjtdHPs`rj_LDQimDM3Tms3TX;IoGutxuu+?;rVBxA0@<|HB1S5dG!`T3DUwc
z5epZ)9FM#ks%47R(sMo)`x2|7dHD<$=mlPH0K?R4>o4b)(0=qotg!Pq^})hGsTiUb
z`qXpIw{W4{#rDa(b@ZHv6usws90BAF6KZ-&2l#<za2UZjoaRxVX+*TT1jWjR2ARZZ
z=K|SKOF@$JkOrhWU+=a%P{nf*4+F~*G~k>G6*{W$F_wbS)h(L-AgN<1-MS&|wF#vj
z#|=D`q=ETCNrojgTiVeq&1NY27{Ux&a<xSr(Q(v8!86{1zyf*{ow2Y4VBcft_;%jS
zCN<#N$LekMoC_VLBcV@p5QFaq<av}*sxq1;+;#-jwma6!+}!T&E)L;D9z?_3o~tW6
zbI57U^_(ZE1l33-BpcBrNpRD1&LTbcT)vE9xnMSGv1TYGXy#|UW^4locTrR925UyO
z+buM4&X%iK0(D#M-8k!f3JBGf{I%tSFIgR$-gli(GH5j2QcUVOFpkEk4n%&$lz07C
zEWF39echJ#Bo!yU7M=Eb&Z(9`82+f$hPI{jMi<K$M929!d*`n>ZPE#pjo_!qUJB}h
zipiH1W{l_$R4dK9-41}cK+G4Nm)+(5E|A2iX?g=w?XCYOh$29W5zY6wf|%2FEXjSe
zr7DVz+McYz8`E7$!FjqR$@Mz4c!?ss<2<bBJD9$YvBsglyA68L(%PEc`@)GI|M#hG
z)j7*a1lA<b3vtdhAiOO>QyOZktScV_1V9&?X_f+Y8jSOLB9h7iYZF6;+8X}LX<8O_
zmi-JR^5<;xr)lB3TSjj97Sj}=xa0gZmY|Z8J6dknlsg^844F+d{}v>GP6mn`Ilc+?
znsvyEuyFm99FfT!<O03s&r)?4<Da<e56S@xxNR2mwAXwdf<cFyV)WT+G;cwnoj1yr
zvU|;G%Kj;;nWrS#lr*29p7VX#+fI93=Nt_VsT<Q!@!?rx9baReTVowsW3aC=u+~`n
zYpl&RR_R(-eVod^i3ZeC^B3vo2hFe1&ySjK;ivgM3{&&#^t6rPX}(QQ1&l`X8}vl}
z)SB<m6Pe94-=!xKGj^Tx;T6T^@;tn;Fxo+Dm!}Zb^YU?|38(OUpetBc?W)o87b(m7
ziCCha`&^{Pb6%^g&=ZmRnXV7*m`}#*a=)B#&VnZU*)Bk38l()t;4P4QUZGEVBgv2W
T$!vjS>a-iUgp-(;ZdLsM%5Qq=

literal 0
HcmV?d00001

diff --git a/docs/build/doctrees/nbsphinx/notebook_BHBH.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_BHBH.ipynb
similarity index 98%
rename from docs/build/doctrees/nbsphinx/notebook_BHBH.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_BHBH.ipynb
index 80b707d95..4afd498b9 100644
--- a/docs/build/doctrees/nbsphinx/notebook_BHBH.ipynb
+++ b/docs/build/doctrees/nbsphinx/examples/notebook_BHBH.ipynb
@@ -5,27 +5,8 @@
    "id": "a544d28c-c2e1-4c6a-b55b-8caec440743f",
    "metadata": {},
    "source": [
-    "# Tutorial: Running individual systems with binary_c-python\n",
-    "This notebook will show you how to run single systems and analyze their results.\n",
-    "\n",
-    "It can be useful to have some functions to quickly run a single system to, for example, inspect what evolutionary steps a specific system goes through, to plot the mass loss evolution of a single system, etc. "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "dd5d9ec7-5791-45f1-afbd-225947e2a583",
-   "metadata": {
-    "tags": []
-   },
-   "source": [
-    "## Single system with run_system_wrapper\n",
-    "\n",
-    "The simplest method to run a single system is to use the run_system wrapper. This function deals with setting up the argument string, makes sure all the required parameters are included and handles setting and cleaning up the custom logging functionality (see notebook_custom_logging).\n",
-    "\n",
-    "As arguments to this function we can add any of the parameters that binary_c itself actually knows, as well as:\n",
-    "- custom_logging_code: string containing a Printf statement that binary_c can use to print information\n",
-    "- log_filename: path of the logfile that binary_c generates\n",
-    "- parse_function: function that handles parsing the output of binary-c"
+    "# Example use case: Binary black hole systems\n",
+    "TODO: introduce the notebook\n"
    ]
   },
   {
@@ -91,7 +72,13 @@
    "cell_type": "code",
    "execution_count": 3,
    "id": "029fc3f2-f09a-49af-a32b-248505738f2e",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -288,13 +275,7 @@
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=10.0399 Mc\"CO\"=7.43173 type=8) -> kick 1(190) vk=384.535 vr=0 omega=3.4205 phi=-0.103702 -> vn=384.535 ; final sep -102.908 ecc -1 (random count 5) - Runaway v=(-379.582,-106.329,10.8544) |v|=384.535 : companion v=(-5.13796e-51,-1.27569e-103,2.85406e-105), |v|=5.13796e-51 ; - , dm(exploder) = 0.454268, dm(companion) = 0\n",
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n"
      ]
     }
@@ -376,7 +357,13 @@
    "cell_type": "code",
    "execution_count": 5,
    "id": "8018ef52-093d-45ac-a00b-5fb721db3adb",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -558,13 +545,7 @@
       "System 58 has separation -140.9\n",
       "system 59 / 100\n",
       "{'time': 7.4046, 'M1': 5.851, 'M2': 5.873, 'K1': 14.0, 'K2': 14.0, 'separation': -2439.0}\n",
-      "System 59 has separation -2439.0\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "System 59 has separation -2439.0\n",
       "system 60 / 100\n",
       "{'time': 7.4046, 'M1': 5.851, 'M2': 5.873, 'K1': 14.0, 'K2': 14.0, 'separation': -235.82}\n",
       "System 60 has separation -235.82\n",
@@ -742,7 +723,13 @@
    "cell_type": "code",
    "execution_count": 6,
    "id": "3085ba82-430e-48f0-bca3-b19231e6109d",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -944,13 +931,7 @@
       "     7.4046    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     7.4046    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"SN\"\n",
       "     7.4146    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"END_SYMB\"\n",
-      " 15000.0000    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"MAX_TIME\"\n",
       "\n"
      ]
     }
@@ -1238,13 +1219,7 @@
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1369,13 +1344,7 @@
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"SN\"\n",
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.222   18.898 14  14        89.066     14.5 d  0.56   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.898 14  14        89.066     14.5 d  0.56   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1505,13 +1474,7 @@
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1594,13 +1557,7 @@
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1739,13 +1696,7 @@
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1813,13 +1764,7 @@
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1931,13 +1876,7 @@
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"SN\"\n",
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.942 14  14           122     23.2 d  0.82   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.942 14  14           122     23.2 d  0.82   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2016,13 +1955,7 @@
       "{'time': 6.1816, 'M1': 26.224, 'M2': 18.995, 'K1': 14.0, 'K2': 14.0, 'separation': -24.872}\n",
       "System 7 has separation -24.872\n",
       "system 8 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.648}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.648}\n",
       "System 8 has separation -33.648\n",
       "system 9 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1713.8}\n",
@@ -2137,13 +2070,7 @@
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"SN\"\n",
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.039 14  14        141.62       29 d  0.62   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.039 14  14        141.62       29 d  0.62   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2230,13 +2157,7 @@
       "system 6 / 100\n",
       "None\n",
       "system 7 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -62.267}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -62.267}\n",
       "System 7 has separation -62.267\n",
       "system 8 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -42.878}\n",
@@ -2345,13 +2266,7 @@
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"SN\"\n",
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.926 14  14        75.019     11.2 d  0.76   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.926 14  14        75.019     11.2 d  0.76   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2431,13 +2346,7 @@
       "system 6 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -106.87}\n",
       "System 6 has separation -106.87\n",
-      "system 7 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 7 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -89.768}\n",
       "System 7 has separation -89.768\n",
       "system 8 / 100\n",
@@ -2514,13 +2423,7 @@
       "{'time': 6.1819, 'M1': 26.224, 'M2': 18.975, 'K1': 14.0, 'K2': 14.0, 'separation': -23.855}\n",
       "System 1 has separation -23.855\n",
       "system 2 / 100\n",
-      "{'time': 6.1811, 'M1': 26.225, 'M2': 19.036, 'K1': 14.0, 'K2': 14.0, 'separation': -168.1}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1811, 'M1': 26.225, 'M2': 19.036, 'K1': 14.0, 'K2': 14.0, 'separation': -168.1}\n",
       "System 2 has separation -168.1\n",
       "system 3 / 100\n",
       "None\n",
@@ -2603,13 +2506,7 @@
       "System 6 has separation -98.879\n",
       "system 7 / 100\n",
       "{'time': 6.1834, 'M1': 26.221, 'M2': 18.866, 'K1': 14.0, 'K2': 14.0, 'separation': 71.42}\n",
-      "System 7 has separation 71.42\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "System 7 has separation 71.42\n",
       "Found bound BHBH system\n",
       "      TIME      M1       M2   K1  K2           SEP        PER   ECC  R1/ROL1 R2/ROL2  TYPE RANDOM_SEED=26051 RANDOM_COUNT=0\n",
       "     0.0000   60.000   40.000  1   1        3101.2     5.48 y  0.00   0.006   0.006  \"INITIAL \"\n",
@@ -2673,13 +2570,7 @@
       "System 1 has separation -490.65\n",
       "system 2 / 100\n",
       "None\n",
-      "system 3 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 3 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -844.54}\n",
       "System 3 has separation -844.54\n",
       "system 4 / 100\n",
@@ -2803,13 +2694,7 @@
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"SN\"\n",
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.021 14  14        157.05     33.9 d  0.29   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.021 14  14        157.05     33.9 d  0.29   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2932,13 +2817,7 @@
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3051,13 +2930,7 @@
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.8039 Mc\"CO\"=14.1854 type=8) -> kick 1(190) vk=161.317 vr=310.99 omega=3.87813 phi=-1.31958 -> vn=375.785 ; final sep 164.585 ecc 0.464494 (random count 5) - Runaway v=(-42.7184,-100.373,-23.0784) |v|=111.499 : companion v=(225.604,-99.3719,-86.2291), |v|=261.166 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.229   18.804 14  14         164.1     36.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.229   18.804 14  14         164.1     36.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3176,13 +3049,7 @@
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.8941 Mc\"CO\"=14.2552 type=8) -> kick 1(190) vk=151.131 vr=262.883 omega=2.0613 phi=-1.06527 -> vn=331.775 ; final sep 305.952 ecc 0.613167 (random count 5) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.222   18.894 14  14        305.73     92.2 d  0.61   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.894 14  14        305.73     92.2 d  0.61   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3267,13 +3134,7 @@
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3351,13 +3212,7 @@
       "System 1 has separation -168.81\n",
       "system 2 / 100\n",
       "None\n",
-      "system 3 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 3 / 100\n",
       "{'time': 6.1808, 'M1': 26.225, 'M2': 19.057, 'K1': 14.0, 'K2': 14.0, 'separation': -26.38}\n",
       "System 3 has separation -26.38\n",
       "system 4 / 100\n",
@@ -3449,13 +3304,7 @@
       "system 13 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -374.05}\n",
       "System 13 has separation -374.05\n",
-      "system 14 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 14 / 100\n",
       "{'time': 6.181, 'M1': 26.225, 'M2': 19.041, 'K1': 14.0, 'K2': 14.0, 'separation': 236.64}\n",
       "System 14 has separation 236.64\n",
       "Found bound BHBH system\n",
@@ -3586,13 +3435,7 @@
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"SN\"\n",
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.222   18.914 14  14        97.228     16.5 d  0.43   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.914 14  14        97.228     16.5 d  0.43   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3704,13 +3547,7 @@
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.7108 Mc\"CO\"=14.1135 type=8) -> kick 1(190) vk=199.576 vr=332.361 omega=1.41485 phi=-0.652755 -> vn=365.958 ; final sep 98.6161 ecc 0.469056 (random count 5) - Runaway v=(-0.807331,-67.6832,0.168972) |v|=67.6883 : companion v=(254.424,134.518,0.477089), |v|=287.796 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.249   18.711 14  14        96.287     16.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.249   18.711 14  14        96.287     16.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3838,13 +3675,7 @@
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3953,13 +3784,7 @@
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4046,13 +3871,7 @@
       "     6.1847   26.236   18.783 14  14        113.51     20.9 d  0.29   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1847   26.236   18.783 14  14        113.51     20.9 d  0.29   0.000   0.000  \"SN\"\n",
       " 15000.0000   26.236   18.783 14  14        112.85     20.7 d  0.29   0.000   0.000  \"MAX_TIME\"\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -48.404}\n",
@@ -4115,13 +3934,7 @@
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4206,13 +4019,7 @@
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"SN\"\n",
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.984 14  14        763.81      364 d  0.79   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.984 14  14        763.81      364 d  0.79   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4291,13 +4098,7 @@
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1722.6}\n",
       "System 5 has separation -1722.6\n",
       "system 6 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1571.7}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1571.7}\n",
       "System 6 has separation -1571.7\n",
       "system 7 / 100\n",
       "None\n",
@@ -4424,13 +4225,7 @@
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"SN\"\n",
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.922 14  14        1663.3      3.2 y  0.98   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.922 14  14        1663.3      3.2 y  0.98   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4508,13 +4303,7 @@
       "system 4 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -121.45}\n",
       "System 4 has separation -121.45\n",
-      "system 5 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 5 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -209.29}\n",
       "System 5 has separation -209.29\n",
       "system 6 / 100\n",
@@ -4611,13 +4400,7 @@
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -42.805}\n",
       "System 6 has separation -42.805\n",
       "system 7 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -86.593}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -86.593}\n",
       "System 7 has separation -86.593\n",
       "system 8 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.049}\n",
@@ -4693,13 +4476,7 @@
       "system 5 / 100\n",
       "{'time': 6.1817, 'M1': 26.224, 'M2': 18.986, 'K1': 14.0, 'K2': 14.0, 'separation': -78.905}\n",
       "System 5 has separation -78.905\n",
-      "system 6 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 6 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -58.583}\n",
       "System 6 has separation -58.583\n",
       "system 7 / 100\n",
@@ -4826,13 +4603,7 @@
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"SN\"\n",
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.952 14  14        132.51     26.3 d  0.42   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.952 14  14        132.51     26.3 d  0.42   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4959,13 +4730,7 @@
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"SN\"\n",
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.013 14  14        195.12     46.9 d  0.11   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.013 14  14        195.12     46.9 d  0.11   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5071,13 +4836,7 @@
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5205,13 +4964,7 @@
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"SN\"\n",
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.984 14  14        238.83     63.6 d  0.62   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.984 14  14        238.83     63.6 d  0.62   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5331,13 +5084,7 @@
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"SN\"\n",
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.957 14  14        144.35     29.9 d  0.23   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.957 14  14        144.35     29.9 d  0.23   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5420,13 +5167,7 @@
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"SN\"\n",
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.998 14  14        246.39     66.6 d  0.33   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.998 14  14        246.39     66.6 d  0.33   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5528,7 +5269,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -5542,7 +5283,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/doctrees/nbsphinx/notebook_HRD.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_HRD.ipynb
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_HRD.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_HRD.ipynb
diff --git a/docs/build/doctrees/nbsphinx/notebook_api_functionality.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_api_functionality.ipynb
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_api_functionality.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_api_functionality.ipynb
diff --git a/docs/build/doctrees/nbsphinx/notebook_common_envelope_evolution.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_common_envelope_evolution.ipynb
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_common_envelope_evolution.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_common_envelope_evolution.ipynb
diff --git a/docs/build/doctrees/nbsphinx/notebook_custom_logging.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_custom_logging.ipynb
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_custom_logging.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_custom_logging.ipynb
diff --git a/docs/build/doctrees/nbsphinx/notebook_extra_features.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_extra_features.ipynb
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_extra_features.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_extra_features.ipynb
diff --git a/docs/build/doctrees/nbsphinx/notebook_individual_systems.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_individual_systems.ipynb
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_individual_systems.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_individual_systems.ipynb
diff --git a/docs/source/notebook_luminosity_function_binaries.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_luminosity_function_binaries.ipynb
similarity index 99%
rename from docs/source/notebook_luminosity_function_binaries.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_luminosity_function_binaries.ipynb
index 8eabffc08..d096455b0 100644
--- a/docs/source/notebook_luminosity_function_binaries.ipynb
+++ b/docs/build/doctrees/nbsphinx/examples/notebook_luminosity_function_binaries.ipynb
@@ -869,33 +869,31 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "99e25a72-54e6-4826-b0e5-4a02460b857d",
+   "cell_type": "markdown",
+   "id": "e0601000-a4c9-4073-a695-10a664e532f0",
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "SyntaxError",
-     "evalue": "invalid syntax (2944163245.py, line 1)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;36m  File \u001b[0;32m\"/tmp/ipykernel_518916/2944163245.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    Things to try:\u001b[0m\n\u001b[0m           ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
-     ]
-    }
-   ],
    "source": [
     "Things to try:\n",
-    "* Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?\n",
-    "* Alter the metallicity, does this make much of a difference?\n",
-    "* Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.\n",
-    "* How might you go about comparing these computed observations to real stars?\n",
-    "* What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?"
+    "\n",
+    " * Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?\n",
+    " * Alter the metallicity, does this make much of a difference?\n",
+    " * Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.\n",
+    " * How might you go about comparing these computed observations to real stars?\n",
+    " * What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "abb096b0-7c57-43d6-a9f7-56bdd21dc542",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -909,7 +907,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/notebook_luminosity_function_single.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_luminosity_function_single.ipynb
similarity index 99%
rename from docs/build/html/notebook_luminosity_function_single.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_luminosity_function_single.ipynb
index 2fc879dc4..4422377c9 100644
--- a/docs/build/html/notebook_luminosity_function_single.ipynb
+++ b/docs/build/doctrees/nbsphinx/examples/notebook_luminosity_function_single.ipynb
@@ -605,7 +605,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -619,7 +619,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/notebook_massive_remnants.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_massive_remnants.ipynb
similarity index 99%
rename from docs/build/html/notebook_massive_remnants.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_massive_remnants.ipynb
index f7586281e..6943c9d53 100644
--- a/docs/build/html/notebook_massive_remnants.ipynb
+++ b/docs/build/doctrees/nbsphinx/examples/notebook_massive_remnants.ipynb
@@ -7,7 +7,7 @@
     "tags": []
    },
    "source": [
-    "# Example use case: Zero-age stellar luminosity function\n",
+    "# Example use case: Massive star luminosity\n",
     "\n",
     "In this notebook we compute the luminosity function of the zero-age main-sequence by running a population of single stars using binary_c. \n",
     "\n",
@@ -718,18 +718,26 @@
    "metadata": {},
    "source": [
     "Things to try:\n",
-    "* Change the resolution to make the distributions smoother: what about error bars, how would you do that?\n",
-    "* Different initial distributions: the Kroupa distribution isn't the only one out there\n",
-    "* Change the metallicity and mass ranges\n",
-    "* What about a non-constant star formation rate? This is more of a challenge!\n",
-    "* What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?\n",
-    "* Binary stars! (see notebook_luminosity_function_binaries.ipynb)"
+    " * Change the resolution to make the distributions smoother: what about error bars, how would you do that?\n",
+    " * Different initial distributions: the Kroupa distribution isn't the only one out there\n",
+    " * Change the metallicity and mass ranges\n",
+    " * What about a non-constant star formation rate? This is more of a challenge!\n",
+    " * What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?\n",
+    " * Binary stars! (see notebook_luminosity_function_binaries.ipynb)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5abd0935-3957-4859-80c1-6f5d7ce4b614",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -743,7 +751,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/doctrees/nbsphinx/notebook_population.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_population.ipynb
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_population.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_population.ipynb
diff --git a/docs/build/doctrees/nbsphinx/notebook_solar_system.ipynb b/docs/build/doctrees/nbsphinx/examples/notebook_solar_system.ipynb
similarity index 99%
rename from docs/build/doctrees/nbsphinx/notebook_solar_system.ipynb
rename to docs/build/doctrees/nbsphinx/examples/notebook_solar_system.ipynb
index 67556a655..2b343a8f4 100644
--- a/docs/build/doctrees/nbsphinx/notebook_solar_system.ipynb
+++ b/docs/build/doctrees/nbsphinx/examples/notebook_solar_system.ipynb
@@ -3,9 +3,11 @@
   {
    "cell_type": "markdown",
    "id": "ddc06da3-fc68-4c6f-8067-14ea862b964d",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "source": [
-    "## Solar system using the API functionality\n",
+    "## Example use case: Solar system using the API functionality\n",
     "We use the API interface to construct a model of the Solar system."
    ]
   },
@@ -304,7 +306,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -318,7 +320,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/doctrees/nbsphinx/examples/old/basic_example.ipynb b/docs/build/doctrees/nbsphinx/examples/old/basic_example.ipynb
new file mode 100644
index 000000000..9078cfcb5
--- /dev/null
+++ b/docs/build/doctrees/nbsphinx/examples/old/basic_example.ipynb
@@ -0,0 +1,128 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "66ca8e31-7cbf-4484-bb6c-c9235e14bda2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "import binarycpython\n",
+    "from binarycpython.utils.custom_logging_functions import binary_c_log_code\n",
+    "from binarycpython.utils.run_system_wrapper import run_system\n",
+    "from binarycpython.utils.functions import example_parse_output"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "31851c7f-4ccf-4b5a-9f74-8a3e06c6b2d8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='time'>"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# You can decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g radius=%g\\\\n\",stardata->model.time,stardata->star[0].radius)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = binary_c_log_code(logging_line, verbose=-1)\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments. the custom_logging_code is \n",
+    "# one of them and will be processed automatically.\n",
+    "output = run_system(\n",
+    "    M_1=1, metallicity=0.002, M_2=0.1, separation=0, orbital_period=100000000000, \\\n",
+    "    custom_logging_code=custom_logging_code,\n",
+    ")\n",
+    "\n",
+    "df = pd.DataFrame.from_dict(example_parse_output(output, 'MY_STELLAR_DATA'), dtype=np.float64)\n",
+    "\n",
+    "df.plot('time', 'radius', logy=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "db0f3990-8680-4ea7-80d3-cdb430950c7f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='time'>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "39509b1c-f5fb-4edd-847a-97757c2197df",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/build/doctrees/nbsphinx/examples/old/workshop_example_notebook.ipynb b/docs/build/doctrees/nbsphinx/examples/old/workshop_example_notebook.ipynb
new file mode 100644
index 000000000..4eca58797
--- /dev/null
+++ b/docs/build/doctrees/nbsphinx/examples/old/workshop_example_notebook.ipynb
@@ -0,0 +1,641 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# Binary_c and python example notebook\n",
+    "The following notebook servers as an example of how the binary_c python wrapper works and how it could be used.\n",
+    "\n",
+    "By: David Hendriks 30 nov 2019"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": [
+    "import binarycpython\n",
+    "import binary_c_python_api"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Core api wrapper functions:"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_binary()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "Binary_c output:\n",
+      "\n",
+      "\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 1e-07 15 14 1 1 3540.3 0\n",
+      "example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 2e-07 15 14 1 1 3540.3 0\n"
+     ]
+    }
+   ],
+   "source": [
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g}  \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary(argstring)\n",
+    "\n",
+    "print(\"\\n\\nBinary_c output:\\n\\n\")\n",
+    "print('\\n'.join(output.split('\\n')[:10]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_binary_with_log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "True\n",
+      "      TIME      M1       M2   K1  K2           SEP   ECC  R1/ROL1 R2/ROL2  TYPE RANDOM_SEED=7106 RANDOM_COUNT=0\n",
+      "     0.0000   15.000   14.000  1   1     2.786e+08  0.00   0.000   0.000  INITIAL \n",
+      "    12.7509   14.645   13.776  2   1    2.8427e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    12.7773   14.639   13.775  4   1    2.8435e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    13.1380   13.748   13.758  4   1    2.9373e+08  0.00   0.000   0.000  q-inv\n",
+      "    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  OFF_MS\n",
+      "    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.1204   10.726   13.700  4   4    3.3081e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2118   10.410   13.566  5   4    3.3702e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  Randbuf=34421 - d48r(0)=0.0570946 - d48r(1)=0.458272 - d48r(2)=0.13108 - d48r(3)=0.562029 - d48r(4)=0.924056 \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.89211 Mc=4.78817 type=5) -> kick 1(190) vk=302.148 vr=0.113492 omega=5.80602 phi=0.124379 -> vn=302.048 ; final sep -31.2365 ecc -1 (random count 0) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  DISRUPT \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN\n",
+      "    15.7087    1.472   10.210 13   5       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  d48r(5)=0.608402 - d48r(6)=0.696003 - d48r(7)=0.796455 - d48r(8)=0.0834973 \n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.85661 Mc=4.3914 type=5) -> kick 1(190) vk=392.156 vr=0 omega=0.524629 phi=0.634667 -> vn=392.156 ; final sep -31.2365 ecc -1 (random count 5) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; \n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  q-inv\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN\n",
+      " 15000.0000    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  MAX_TIME\n",
+      "Probability : 1\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "import tempfile\n",
+    "import os\n",
+    "\n",
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "log_filename=tempfile.gettempdir() + \"/test_log.txt\"\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g} log_filename {7} \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    "    log_filename,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary(argstring)\n",
+    "\n",
+    "print(os.path.exists(log_filename))\n",
+    "\n",
+    "with open(log_filename, 'r') as f:\n",
+    "    print(f.read())\n",
+    "\n",
+    "\n",
+    "# print(\"\\n\\nBinary_c output:\\n\\n\")\n",
+    "# print(output)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run binary with custom logging line"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "MY_STELLAR_DATA time=0 mass=15\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "MY_STELLAR_DATA time=0 mass=15\n",
+      "example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 1e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=1e-07 mass=15\n",
+      "example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 2e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=2e-07 mass=15\n",
+      "example_header_1 time=3e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 3e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=3e-07 mass=15\n",
+      "example_header_1 time=4e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 4e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=4e-07 mass=15\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils import custom_logging_functions\n",
+    "# generate logging lines. Here you can choose whatever you want to have logged, and with what header\n",
+    "# this generates working print statements\n",
+    "logging_line = custom_logging_functions.autogen_C_logging_code(\n",
+    "    {\"MY_STELLAR_DATA\": [\"model.time\", \"star[0].mass\"],}\n",
+    ")\n",
+    "# OR\n",
+    "# You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g mass=%g\\\\n\", stardata->model.time, stardata->star[0].mass)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = custom_logging_functions.binary_c_log_code(logging_line)\n",
+    "# print(custom_logging_code)\n",
+    "\n",
+    "# Make this code into a shared library and the function into memory\n",
+    "func_memaddr = custom_logging_functions.create_and_load_logging_function(custom_logging_code)\n",
+    "\n",
+    "# Run system with custom logging code\n",
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g}  \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary_custom_logging(argstring, func_memaddr)\n",
+    "print('\\n'.join(output.split('\\n')[:20]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Using utils functions\n",
+    "In the utils.functions there are some functions that make it easier to interact with the core api functions. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_system()\n",
+    "This function serves as an example on the function run_system and parse_output. \n",
+    "There is more functionality with this method and several tasks are done behind the scene.\n",
+    "\n",
+    "Requires pandas, numpy to run.\n",
+    "\n",
+    "run_system: mostly just makes passing arguments to the function easier. It also loads all the necessary defaults in the background\n",
+    "parse_output: Takes the raw output of binary_c and selects those lines that start with the given header. \n",
+    "Note, if you dont use the custom_logging functionality binary_c should be configured to have output that starts with that given header\n",
+    "\n",
+    "The parsing of the output only works correctly if either all of the values are described inline like `mass=<number>' or none of them are.    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 0 10 20 1 1 2.81762e+08 0\n",
+      "INITIAL_GRID 10 20 1e+11 0.02 1 0\n",
+      "example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 0 10 20 1 1 2.81762e+08 0\n",
+      "INITIAL_GRID 10 20 1e+11 0.02 1 0\n",
+      "example_header_1 time=1e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 1e-07 10 20 1 1 2.81762e+08 0\n",
+      "example_header_1 time=2e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 2e-07 10 20 1 1 2.81762e+08 0\n",
+      "\n",
+      "\n",
+      "\n",
+      "              time    mass_1    mass_2   st1   st2           sep  ecc\n",
+      "0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "...            ...       ...       ...   ...   ...           ...  ...\n",
+      "3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "\n",
+      "[3932 rows x 7 columns]\n",
+      "              time    mass_1    mass_2   st1   st2           sep  ecc\n",
+      "0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "...            ...       ...       ...   ...   ...           ...  ...\n",
+      "3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "\n",
+      "[3932 rows x 7 columns]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils.functions import run_system, parse_output\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments.\n",
+    "output = run_system(M_1=10, M_2=20, separation=0, orbital_period=100000000000)\n",
+    "\n",
+    "print('\\n'.join(output.split('\\n')[:10]))\n",
+    "\n",
+    "# Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)\n",
+    "result_example_header_1 = parse_output(output, selected_header=\"example_header_1\")\n",
+    "result_example_header_2 = parse_output(output, selected_header=\"example_header_2\")\n",
+    "\n",
+    "# print(result_example_header_1)\n",
+    "\n",
+    "#### Now do whatever you want with it:\n",
+    "# Or put them into a pandas array\n",
+    "\n",
+    "# Cast the data into a dataframe.\n",
+    "# This example automatically catches the column names because the binary_c output line is constructed as 'example_header_1 time=<number>..'\n",
+    "print('\\n\\n')\n",
+    "\n",
+    "df = pd.DataFrame.from_dict(result_example_header_1, dtype=np.float64)\n",
+    "print(df)\n",
+    "\n",
+    "# This example has column headers which are numbered, but we can override that with custom headers.\n",
+    "df2 = pd.DataFrame.from_dict(result_example_header_2, dtype=np.float64)\n",
+    "df2.columns=['time', 'mass_1', 'mass_2', 'st1', 'st2', 'sep', 'ecc']\n",
+    "print(df2)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_system() and custom logging\n",
+    "Function that will use a automatically generated piece of logging code. Compile it, load it \n",
+    "into memory and run a binary system. See run_system on how several things are done in the background here.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "              time      mass\n",
+      "0     0.000000e+00  1.000000\n",
+      "1     0.000000e+00  1.000000\n",
+      "2     1.000000e-07  1.000000\n",
+      "3     2.000000e-07  1.000000\n",
+      "4     3.000000e-07  1.000000\n",
+      "...            ...       ...\n",
+      "3630  1.131680e+04  0.627748\n",
+      "3631  1.231680e+04  0.627748\n",
+      "3632  1.331680e+04  0.627748\n",
+      "3633  1.431680e+04  0.627748\n",
+      "3634  1.500000e+04  0.627748\n",
+      "\n",
+      "[3635 rows x 2 columns]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils.custom_logging_functions import (\n",
+    "    autogen_C_logging_code,\n",
+    "    binary_c_log_code,\n",
+    ")\n",
+    "\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "# generate logging lines. Here you can choose whatever you want to have logged, and with what header\n",
+    "# this generates working print statements\n",
+    "logging_line = autogen_C_logging_code(\n",
+    "    {\"MY_STELLAR_DATA\": [\"model.time\", \"star[0].mass\"],}\n",
+    ")\n",
+    "# OR\n",
+    "# You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g mass=%g\\\\n\", stardata->model.time, stardata->star[0].mass)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = binary_c_log_code(logging_line)\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments. the custom_logging_code is one of them and will be processed automatically.\n",
+    "output = run_system(\n",
+    "    M_1=1,\n",
+    "    metallicity=0.002,\n",
+    "    M_2=0.1,\n",
+    "    separation=0,\n",
+    "    orbital_period=100000000000,\n",
+    "    custom_logging_code=custom_logging_code,\n",
+    ")\n",
+    "\n",
+    "# Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)\n",
+    "# DOESNT WORK YET if you have the line autogenerated.\n",
+    "result_example_header = parse_output(output, \"MY_STELLAR_DATA\")\n",
+    "\n",
+    "# Cast the data into a dataframe.\n",
+    "df = pd.DataFrame.from_dict(result_example_header, dtype=np.float64)\n",
+    "\n",
+    "# Do whatever you like with the dataframe.\n",
+    "print(df)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Other example\n",
+    "Checking how much mass stars lose on the main sequence."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": [
+    "def run_and_calc_mass(**kwargs):\n",
+    "    \"\"\"\n",
+    "    Function to run a given system and look at the mass lost in the main sequence of the star\n",
+    "    \"\"\"\n",
+    "    # start = time.time()\n",
+    "    output = run_system(**kwargs)\n",
+    "    result = parse_output(output, 'example_header_1')\n",
+    "    # stop = time.time()\n",
+    "    # print(\"Took {:.2f}s to run single system\".format(stop-start))\n",
+    "    # print(\"The following keys are present in the results:\\n{}\".format(result.keys()))\n",
+    "    # print(len(result))\n",
+    "\n",
+    "    #### Now do whatever you want with it: \n",
+    "\n",
+    "    # Cast the data into a dataframe. \n",
+    "    df = pd.DataFrame.from_dict(result, dtype=np.float64)\n",
+    "\n",
+    "    # Get last change moment\n",
+    "    last_st = df['st1'].unique()[-1]\n",
+    "    last_stellar_type_change_time_1 = df[df.st1==last_st]['time'].iloc[0]\n",
+    "\n",
+    "    # slice to get that last time\n",
+    "    sliced_df = df[df.time < last_stellar_type_change_time_1] # Cut off late parts of evolution\n",
+    "\n",
+    "    main_sequence = sliced_df[sliced_df.st1==1]\n",
+    "    \n",
+    "    initial_mass = main_sequence.iloc[0].mass_1\n",
+    "    final_mass = main_sequence.iloc[-1].mass_1\n",
+    "    \n",
+    "    initial_time = main_sequence.iloc[0].time\n",
+    "    final_time = main_sequence.iloc[-1].time\n",
+    "    \n",
+    "    mass_lost = initial_mass - final_mass\n",
+    "    fraction = mass_lost/initial_mass\n",
+    "\n",
+    "    # Return the mass fraction (wrt initial mass)\n",
+    "    return fraction\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Took 14.214274644851685s\n"
+     ]
+    }
+   ],
+   "source": [
+    "import time\n",
+    "\n",
+    "metallicity_002 = 0.02\n",
+    "metallicity_001 = 0.01\n",
+    "metallicity_0002 = 0.002\n",
+    "\n",
+    "mass_range = np.arange(1, 25, .5)\n",
+    "\n",
+    "start = time.time()\n",
+    "fractions_z002 = [run_and_calc_mass(M_1=mass, \n",
+    "                                    M_2=10, \n",
+    "                                    separation=0, \n",
+    "                                    orbital_period=100000000000, \n",
+    "                                    metallicity=metallicity_002, \n",
+    "                                    effective_metallicity=metallicity_002) \n",
+    "                 for mass in mass_range]\n",
+    "\n",
+    "fractions_z001 = [run_and_calc_mass(M_1=mass, \n",
+    "                                    M_2=10, \n",
+    "                                    separation=0, \n",
+    "                                    orbital_period=100000000000, \n",
+    "                                    metallicity=metallicity_001, \n",
+    "                                    effective_metallicity=metallicity_001) \n",
+    "                 for mass in mass_range]\n",
+    "\n",
+    "fractions_z0002 = [run_and_calc_mass(M_1=mass, \n",
+    "                                     M_2=10, \n",
+    "                                     separation=0, \n",
+    "                                     orbital_period=100000000000, \n",
+    "                                     metallicity=metallicity_0002, \n",
+    "                                     effective_metallicity=metallicity_0002) \n",
+    "                 for mass in mass_range]\n",
+    "stop = time.time()\n",
+    "print(\"Took {}s\".format(stop-start))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(12,8))\n",
+    "\n",
+    "ax.plot(mass_range, fractions_z002, '--', label='Z=0.02')\n",
+    "ax.plot(mass_range, fractions_z001, '-.', label='Z=0.01')\n",
+    "ax.plot(mass_range, fractions_z0002, '-', label='Z=0.002')\n",
+    "\n",
+    "ax.set_xlabel(r'Initial Mass ($M_{\\odot}$)', fontsize=18)\n",
+    "ax.set_ylabel(r'Fraction of total initial mass lost on main sequence', fontsize=18)\n",
+    "ax.set_title('Fraction of total initial mass lost during main sequence for different metallicities', fontsize=18)\n",
+    "ax.legend()\n",
+    "ax.set_yscale('log')\n",
+    "#save_loop(name='plots/mass_loss_MS.{format}', formats=['pdf', 'png', 'eps'], bbox_inches='tight')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/docs/build/doctrees/nbsphinx/notebook_HRD_14_2.png b/docs/build/doctrees/nbsphinx/examples_notebook_HRD_14_2.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_HRD_14_2.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_HRD_14_2.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_HRD_19_2.png b/docs/build/doctrees/nbsphinx/examples_notebook_HRD_19_2.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_HRD_19_2.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_HRD_19_2.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_HRD_23_2.png b/docs/build/doctrees/nbsphinx/examples_notebook_HRD_23_2.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_HRD_23_2.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_HRD_23_2.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_HRD_26_2.png b/docs/build/doctrees/nbsphinx/examples_notebook_HRD_26_2.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_HRD_26_2.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_HRD_26_2.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_common_envelope_evolution_14_2.png b/docs/build/doctrees/nbsphinx/examples_notebook_common_envelope_evolution_14_2.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_common_envelope_evolution_14_2.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_common_envelope_evolution_14_2.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_luminosity_function_binaries_20_1.png b/docs/build/doctrees/nbsphinx/examples_notebook_luminosity_function_binaries_20_1.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_luminosity_function_binaries_20_1.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_luminosity_function_binaries_20_1.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_massive_remnants_20_1.png b/docs/build/doctrees/nbsphinx/examples_notebook_massive_remnants_20_1.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_massive_remnants_20_1.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_massive_remnants_20_1.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_massive_remnants_25_1.png b/docs/build/doctrees/nbsphinx/examples_notebook_massive_remnants_25_1.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_massive_remnants_25_1.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_massive_remnants_25_1.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_massive_remnants_33_0.png b/docs/build/doctrees/nbsphinx/examples_notebook_massive_remnants_33_0.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_massive_remnants_33_0.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_massive_remnants_33_0.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_solar_system_10_1.png b/docs/build/doctrees/nbsphinx/examples_notebook_solar_system_10_1.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_solar_system_10_1.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_solar_system_10_1.png
diff --git a/docs/build/doctrees/nbsphinx/notebook_solar_system_8_1.png b/docs/build/doctrees/nbsphinx/examples_notebook_solar_system_8_1.png
similarity index 100%
rename from docs/build/doctrees/nbsphinx/notebook_solar_system_8_1.png
rename to docs/build/doctrees/nbsphinx/examples_notebook_solar_system_8_1.png
diff --git a/docs/build/doctrees/nbsphinx/examples_old_basic_example_1_1.png b/docs/build/doctrees/nbsphinx/examples_old_basic_example_1_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..d9259056e863de8ff7a6eaa0265455d798bee2fa
GIT binary patch
literal 7243
zcmbVx2{@GP_x~`MC`2-;n3^nEqR7rj_LQOpm5|q1B4n8`V+oP<wbU4E$x>O%nqdrz
zVyq*=3{$p{nTa%G|3CD8-{1HB{=Wa~e_j8X>$#rix$kqI``qXLoO7RZo=2A~O!)Z@
z@_|4gelt@;D-ehS4O~3Ccz_n<Ek#e@rs-#7<9FE$>4$Q>=M1{w=;!U><>%pc`$&NE
zJzqDkyDEynU*U+WpP#p{mXea^-vo+Y_gs`dU~97gCcNIJw!R?H?tR-A2Ph-!00?xb
z&dgB%%KfYbD#q{TGG^un%R0%avu0iLkkhc~5htfTZN__#^DgjQK2Ow`HM4kn;bnvq
zEF-G$8D6*I5B1sE*@tOay0Vb#bNhBxK+fNcE>shI#vhr{_2!)#zhFp9o8S>}2$!wt
z;1X&pT|Q7j@<u-e7p%%!(lRkYg|NCw)_Ps&pJc|^+aZd$kdQ3e$P#)44qtgjgbJDM
z;wHqHo;}VqG88@=t^`lnD`g4wmP?hn_$wnL<3;CQA+b|xUSsIb)Z*0}(0O9{%a@Mi
z!V8wzqj2Th>BEHZLAP@zhLT4`*l;-S4#OCmo-c7RKR@;L=^Ge;OG`^FvBEE}$Qk+j
zs}>X#L=Y}2fX7KsK<0CEb9stJhPMl!Jqv&B)NXb8as<xE&O(xseas}Wx3~9<r{}^`
z2DDRF9A(d-%LBjXJLJ{XkIho0rPRK2km7*{{*|UI8y-T;hnJF?--GuQ2?CN7y=IuI
zY`M&Q0p$Of!D&BvI)pWbWsew?8{0jM_f~5BDLiB!stcMQES<;+rhg3Pe@$_dhbvpv
zY11t%`)KVw>J)D<a2W^`&*d5eOEaiKF>WDya=N<I$4L!=OEv_w=JN7#R_NvmnuQ-<
zpwgjDY;NCalH-?_D4pej%Z&?3I*Yq%sR4&Tolj0UEsRt*&bP&jfr$_pn)ulI)<+|#
z-8+EM{go+fW!a5mXd$uJo9-K;HH1)wf%dH6X$=B?a-Dp))_2B20`t>S5&vB|Q9`%l
z-J^Z8b8}x`6_<TYP#>dFe0!YV$L?=ne~laX^y$Z^@(_Phf1Mxi_TBXDQl(&6R6l?J
zzW#n?3hbq|f(aX0^Nw^)RZY#<E;h!rsatDaVVf^#u*9~tC2F^Ag#*Wp8V^T6Egs{9
z?2(b{$gYei+>h#VjHhW*=tn6mGc|WTl7V3aH>^x&#*1sK&1X1iwxC$c#8u$8-*N~J
z|Dl?me823<l`EhMmmY}_b}Q_S&xEn``E=qN=gx<IXtbFbFO^CK`Jqtcu`z)iT|DGJ
zbblJ>VpHQGhNAdD)W^}j*Hqi@MJfSXa#%YcJ~oz5PF`Nqn+EF9WgP}>tC=y@*s#>C
z4Jx_SSU<itG%!#RxP&}{`DtNd0s*c4T5y^hcv)ie`hgdE;!wk{kvq0S2RnrTl$f3h
z-9(Ej*buWcebY}l@mSyV;r<gb)b;9WaUH#W{(x@K>D)ESjH|o*>cEC|iA{5VfjLeu
z6cGniqHpwkDZt+PIu^_*sH#dk<<!Rf?3CneSNt}3P%uRvfJ52tr=|n$bTm&`BkLyA
zM~bt;b5yNco6+#1GbU<twS}aH55|O!-uZ{cBn!!OU+!B`&O%(G#eIlLIai=@Z_+f+
zplJrpetE^+lts4Gf-C1;v9>1n_7a~NMCU0=S?O9g9OUCBd;kfkRa<GgGqFjj>&H)=
z5bwX5Ga1>yO~7G<>I4ozbSCLr8RavgVu|Kk)7)j6q3#3DF_F^6nrM~a&m@72;TxC{
zXy&kh%BV9E#aXx3L&b1=%b%>O-1W$Ca^(ahPf=g;^f0{&!)22-?0|ev1QV-?H)+x;
znVGLYq8=>6Uq7A{e_&Pjh7XMz2OVA@qh%{PsVID~HdC@<pg#npGeZaGh_sNdWeiKJ
zjHdm}Ru&eYY81)4dH9K@_<f~`0E6BD?TTIOH#n+RZ#EV47(WE4=<3z00v-D_8|g=W
z_?LRfN(PR)&C^*NEPmt-l^dK2FN=#iJuTtjZvw__9@h$`C^+=k`UWvRe)N<6=+n1r
zK`47$TU#-AM|i}PJ_+g;qr@!<4Q~=kcScqtuklcJl^p5-e~YyiuFla!a}z{TJOn#$
z@;7jj)GB#YZqVu3L{H)pQOzL%?<LkT;U1}ENj^*v$t#&=Qa1`YMsm4xx~5+n<qeby
z5k#Ka<mg<utOc+V3Q1nP#b>Gjwg+BSFWO%|NZw_?^DgP0(TY7Q(n%ajOEfH<`5fH!
z#r)_aXBvQmyh2U1tl{fD=;RmKyU<bu5dm(3sa_D`enEDPmFaCUHZbx9;9>bJ0lvO$
z;p(x}B3WiZ*gIvWQQkDr$(c`t&PH40NJkxi5?-!}estaCWYJ}jPE^bX=DWqIlARXo
zRSI9hIkfDNAl0~^&!5ZdwkXLCrX~KKObbswwl16iF#YyPp+5;&$4g_j)fvEzZhXVF
z0)#gV`Aih-yR-ml2Yu5l9wFT2xg~+gp8H9<i|d-qx<)E-8<r!JL;U8Bi_4zjLnnuP
z10D>wCo?daH9cxY17<}<0@D2@L8FQ|drB%O&h$%fv28xAeH0HmaP|6OA1U}3KrQnc
zz$(m5_OhM%(6WaC-H1mkS>E9{W@q##pUtzbG}TLl97BsgKNe*et^^27^xBQ^k+<5l
zEwRQ}j=<{k+$xisk4*1xH@E`hU=nu{>V%V-z#+HVM;YTK;!SSA%M2xTwnaTH!2mgo
zC;QQ?zcJ6tg0`D}a)k(rCn-gp*=FyA;k3`+yFJvKm1@lXw9nYcCc*Unq9_{~P=nL`
z19@j@ISbzE)9^elQPE{FU75bI7`0A+d({#vDI8nEIZl#LtBgSYx|aLvJ+h{i6o4Df
z2GI$lRIJMq8ot8xF%R<Ff;Q=8mJjsA)E!J_{-NCx`oGO>YAI&2tGQ4OR2Y9E30RD`
z^L{p+z@afxv|{C8eKOArlEd{x;Mb`xj{=;ha^;0+0r8GPon%MNz39*Gb9GnVJ&uW#
zhx)R~;Vk95>L7BLM+#1Nm%_<PJWqWkzWg352vuJGs-N<5a=iHnvnYNWyXIzuoDb9_
zP_4i}>~2HDyCmT&+{r466QEHvX0L^lbnUiHZx+oKE)Yzrwo)z3`U=lJYzuUAh8{cF
zNpkNh*;6NEqn-xo-Cr(wjv?XZIQ^~<h$4jR|DVP;;+v1l_y}M@$F}PWe(eIdN^iGL
zW|vc(;g{4J3jx(?OO?0qIV;1n(9X;9t^i8ku)I}3)u|$EtNYs))SvvK0rQkMtX|e>
zd)LuB*4FU0DcQ2%eU@DT5!<rww`oq5ZX}R&eX|5Urakz}TAvk<4zF&WQcN!!$`&aE
z;tW%fnuc*x-(cu&WMWdiNOBh7w7EhW=XZgce7h%O<b^&a094aVDZVXMc59Zl|DLN_
zC*Fv>_}w^;aGRg}q-(O`k=@-Z7bX8BTq(s%$wT{0u#5W8EpOw2f|$v8PJ6EV(+Ps<
zT4h;rE*3G{lWaQ+0sF;Sri|yhd%J!ao_0RgZ@p2Z;y2seL64xMM8z3FJrxx|5%=V_
z`6`LqQFS)A#-<i4WoFkkt(YS06xXfwk&s`Z=&Y&S(u8fsmucp={r&uX$K$l$R@A2y
zcV`OwYr-{)h}d`6s~y$(Vd68R*12)GfWdQL;sDb;F8;B)lmVMCX+metD`mBXW|a0d
zN*Vyp2{3fUYX1PA_Ka~W%~$bFx3rYz?insh7vC9)jW=X9R-`V#)P784&f_jwiUM;4
z?gP$a(=v}Sme3ZnUmHF3)m^kJ``~sDuqE#_Mkw727aQ8DIxN>&Qohd>O(Yqo3ywYN
z{j`9d|F}hC$}E&@kUPb&atZa4$qm3dntf55tFxsI4NE7tmdv5vj?3&9=E9F60gzt5
zV*(vtS-DX{r4Ub858NXcsN^Y{Nh$+K`0G50s}~V#9`kUWR0{pYGm6k?%e7OD^HRzv
z5VSGNd#}u-VstAA1VV_>K=p?Yl>ok2TkcT3;L>oj{Zl#(B{@AkeL|Y>ZDc*0`!+Wn
z<q5gJ{s|QrIOEu19%~a~bRx9I^+`Z)ESCsd`L=3x0F&Vb`#N4DL3_UdadThz<GORK
zp8e@Ky#_z&%WVaDik6bswkfLu{C<q!VLvi;O#=N{mTC*y=S;9Fuk+&H&*U~&L$jJ6
zSH3zfJJ@b+xcZ!kwYlTIKufk~IJb5iG;H2FwqQq1Z>G3Suvhn2D`<JiL335ZZ`);D
znyeCG3(F^*5dW^x`z{fD!2`2(potO?W^loilzS?t+}^U)r90=tdzTCO_tK`Pj2@l~
zS4w8Tc$=+jk}-^VfvXif{d%KSdTg`e5n$}UfV}8xOG~9RbHQjvIkb)aEq1@`UOx0k
zUet`MuQmhYm(>`ZIqX}9YXpV|=SKl=ZaQOqcu!k1A^)pRb?aGXB!rVfWl^H@FEJ<F
zHC(^X5*#=*IxDJB0ZWcf@@smC?#-m6r4Z)hKz#LcJStd4qw=1JYO0CvMilu)_RVJ7
zR5{?L-<97t(kGV!;X`YhnFq^2lB#_wUM56bD3v(@b9di;w|3FeyuFC79e7@o++LLK
z+h&8%3+5xs#NS?JTMk&1Ikdg&%Rd))jQz+k-((DM-Ev_~kdbgKW#b207iHz|ubt4Y
z4Ip!DZQ0Vi?Vhi;$r|PEUB>FbM4ITKt4<v+4`Odm=l2Z^op<Q?EJAK8N=Jl<xFo{f
zS9PRu+DT3WVUkMlfjS9|Z}cVQ5hyqmA_CS6U<HTifd=c>f>hRIpAz*F63gypjA{X>
zn6$YAX-{OK88n+aE=*nO*k?Q?d2I7O<br257!hD(dupFtNBRNur>hB$XN|;C+tN-s
zd&J5*b>fuEvSghu$HT6kOBM(g5&Q8*{EHqZMNnsu{5y#IbOv0}M;he#M9geP=1LeR
zUZPSh?zlip#i;<~xb3O>H=rjx?M~OC`YD4(=1g4-KK02jMZkM~_w2bj-alv*Y|V1Z
z4fS{x>GRU6EkVxt=Br4teI}4v^8=Z3&R@Uvr#`^kHWJ%sjCDJ$m~zIJn}GK^S($<8
z!gAs%81*omF0X==_~s{~m*)G&H6#zI3Soz760Y@C@sIluPjR~{{{V7;)d9%3HeO?F
z%;=7bx+m_acu6OPQ0hxt_7tZ^@J$h{3XHC#J-%dltL599+j1S-Q#%5N)aNX9C9P;w
zt|L~=?pjOw72e0s&jm*`$k5u;u;0KYaAnuG>8-f}4OkyM2YZh<%)1F^2PuJl>!uU<
zY`8Dk+cR2aY373K8Pw>^Xg`>W>0^;pxfAfK*U!JIN?%OLnSx6v$gT~n=J>ztzilOD
zBvbtuE1D`N+r5h+Y>b6owk-TpG}(31v#1oW4z`DpYKC(Jw|*7Rxw<j(8uHWMq~u+U
z@{!v$G3KCnBCn**v>hF1s^4iuV?dOZ<gbWV@n5f*Y2E67F!zOW!7%^n)K{|Np>SK|
zwL3^>Vgj-Luuf7;%pUz~;a<q%aO<#P<e&qxliIkij{m;IXPy!t)(HbNMG9H->h<eW
znTv*ok_I&<vy{_k)+&jWwmM~sKF8t0Z)|dihCt4l%-r#9jrj7Cl9Kp(5uxM<LY+WW
zV5eQR;22z(0Gu#|eujoE(BJK{+l2!7PN?}8RkYG?s+gF_i#r7bzzcQ(6@W;kf1@%2
z&RsrWzDVG>jFAL<GEg!A&SoH{{Cyyc|7)(lx%?+J5X`}O0pW&xfQOy4NaHX0{~PZe
z>i=Hf2;7ZU(H<p9C|6dm1X&0PX*ym4R4JG_tgjMWd~xlz%BUj}Px{_{S@$8H5x|-n
z7LkX;TdkEpEJ$$BArkX$Co6B$IB4!qIX=50=fiH()-d$YI6RD0e_cpOtVaL8LEWFl
z01pY)9#Of$Tf&vD={xNWGd46_{eTn*)neXiTX^`i)E=q!ktD$-nm%j?_MD*?QyRyp
z^Tn@Ty*Yl-&`_B_;GE1IdI(pY|H;veVPOX|J3G6(al%4oe|l`kUt(gl#St|nK>P*h
zrc;`!&RIz+86<Ut9SZmVk|qU*J0AM(i2J|5#Zjcd{BUecq*uk?IC*w0Erjw{Qtzl&
z6Ju)iesO^B;J<b?yXN;6#KoAhcOonyAzu5P#OHt7|K6{|Kz(V4sulX13IJ2l|5ToU
zOs1NA?KcV*s`meXlKfl!Y6mzmJ88skg!=zW0ytb4@t@VM|Ag7OJjFAANNz_TpSI@5
zpDP*&PY!!w68pb;w@(7O0h#^v!7Q56A3kA;g{M6J-<kHuHYwG8Z}XA2fkgWc&r4fM
z>BFtafL_wr9GUQ$6p%iwsDfX*lJteHhhps~mJ+R_?cV_A-0on)P6DyONz13xZBH>l
z-m1MIkJFX@XHGFU5Ui&6R6(B3abCI%93FW31rY^g!q>>#kv|sC;5k_-6J9{y#L!j=
zNsdS!3K&Sb%lUuaMAit~@SX&UCCzETxQIWy6lt@>V6oam4{E|G0t%c24`i)CRr24#
z|ErEX9U-BQX|>rk^bnZ$xI>L<r4%uxzP_F!Dg{qDG91rjfmM|6T0=Z-$t!>#Xu)2f
zd2u0ewxzho9O|6&Ewbjo-l~0WRkj9~gDSg9nn_Ra!7|>5m^u~wHWTz4EyvGcHAIAX
zbKkbJ$PvhZU7yuS_=`LO(KZ&JzutnqXgm3?5fKxb;8QO6_3DHzeT*Tb^jcuuBYjvJ
zRi0Fz7!Gt_N^pz`#_ZiXIB^RWAAeBarBg)6Y|qZNirk}>$JU3Df&QllTlcb7k8G;8
zH6jj(sfyA848&xW{AmIhNQ(ZBo8pGD4Kz(c1#*HP;x;-+H5tRADr?tz5q+f1E>Zx`
zxD3|<63ODOCO9H@t4PdWe6WDZ7|xBn>GB%45slLor<AEyT1RMw97Nwcs3I?Tm%%qU
z^oLHHo&K7D3SN40wJme_y2|KX<S6O;qQ>$w97dbHL2yPEcPZ@mhy6lz#hzRvkrdS`
z)g#s@E=W<U1Qt)zj5_IiZkGqTtv+PU<tdAOrYXW>uG5AEMNT8tH0#98V8|}&?&-Ln
zZ`tD<-8>y(L*Z`&(VK3>7KcCurrJp;`v$H1>4pUj(!2-_n*o6p!MFHFWH|8=jC~KL
zc#jSSLYQ1kKks0EZ>NfNAkS-FR1b$lOdSf(<>~Z|Ae?}>M<A30UK32hy|_A^iR`+c
zM`u-9=p4q*KdEnCtnIB6w%OJ2xKH$YE=Ln@O*M@$^zh0A11#0ND5&iIy*5<ieK7jz
zxW3vl_kxOPuB8L)q-F<#w7Q(hkRi<qg0bKp7Ybo_oqS8sX4Fsa+W{c*gBmwtqQeR-
zJX5)5T&Sdpm)#!!E48NcO`$uDo3=zGH^(u&+cL{)1tXv<Q_c6xDzcXshDZx%UzDf#
zJ-wd$%jV}%8H?SBQ{PgH!tZ?TjXuLK6YX{!BU&<=(-+boFg)<tg^CSpkC+Nsi{==c
zC<+pHxdE#XO&9z=Wk@p_j2=esA4%)J)YF%%(%eMf9cCT=lD?^5F=yc5UZHcT@$I^1
z2-mt)uQ(-#3;li8_t-L~Y)tFHazgX3w<YDG8eHq|`pFi0YL$Gq`=jXu82czwk;yTO
z7(U;yT47>?QPZ{Qb}j|g{wc8{P}Fw0F)_M}^n`Pby0MHX{yGv}bj39swi~I&!xm%C
z&_fh_vx~MGOztU^;Oqns`?0z#b+(Q?{&TZ-6-L2u^qvpW%Cmll(crK-w<<`+o#C#~
zh`s(0-hnu@M+JZA8<#{<{SyhK+CjD#aVw_&NrlLD+RXRE8xhXPg8bG^A5^HEE5ZRu
zey~gq%b8yjxZ+h7k|-Z`h~%Nfl$>?TZUVPu+V;HnR?aQ1O?1FWc}qqw>jzDeY4mcQ
z+M$$9@Lnw9Cf9c#mH~Z?L&vDzeqtb6w`Hz!qxqhNyK1F#zEa$(Ni(eQ%fS7}@K8vr
zzrd{C_i_jW=T1{q(RMnpJXIwKIWg{Q`gR?zt3|o6iXEslm|53BG$j*y*OFGN#ydZ1
z_iU=!5E4^S>+904xu!u9!DpG(kn{uhN}JjrW!G%I`>2g4h$(EjSd4wCleR(RrlMXf
zNK>+Fl)#k{Qw;76XdHqI0ruc9hV-l)pY22$k42+{1oWy96J+hfO?#~p;=)VMT+Llr
zU4U8qkbr$d{doa{8C;lpcR1t^O!}uglH(WCmte;mS?iwt!HbOUCEw5|KbyL|Ku!Dv
z!kM6uAKVTy%+7dd7>6KNHGy})MQ88?v5Yo9ulZt`r6I(2fhe`vHD?y;xL)M0MRCvf
zbk}WB^{LvsR$Rd}xWnb%Bt5|~jn}gVwDPb8;tk@Kz**UT1lP6Hv7%o6)u#L@$6sQX
zVCxMG5R2?m6eOxjhwIKzmqG%WejBYI#*gq2$ne0B%f>AWt`JE~`U2LX^a$|TCQ1zm
z#Ngn6i?99>1DO*0U1ryj73e}7koij|pPa2YpM1u9^LY^!b8DbFX7cRES#=?^_~0;K
z()ZeYy%N71e9vyg>XuReOc%~*b<)k52m^cO>zxW5Aax(zaLkf>%5C$7KDxAF5VObd
zvKCy1!rL%GhjMIH_tXaxVIV9h6kK(Gb@FaGNF6d-!g&|PiVNT3T*n|{Ma2{nm_|G^
z*7Py1(>U8>6$sbReRU@_4CWZ1tu&vb&llIRvdSlc`Zle~Spnrjp-XQd<lq>@ueimV
z*bh&Eg6L$VbU(K6u<}KFmO~N_!yQx}sHI2xYWSvr2<5F?6QT_@8<jA`+YHu)Dk!8|
zG8n$80>?p_loR4lWC3k$hcbVKq5n|RKR<<S!Q^HSo_<DQi2xt=KxRf3hGl0R9{e8)
C;ShHK

literal 0
HcmV?d00001

diff --git a/docs/build/doctrees/nbsphinx/examples_old_basic_example_2_1.png b/docs/build/doctrees/nbsphinx/examples_old_basic_example_2_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..d9259056e863de8ff7a6eaa0265455d798bee2fa
GIT binary patch
literal 7243
zcmbVx2{@GP_x~`MC`2-;n3^nEqR7rj_LQOpm5|q1B4n8`V+oP<wbU4E$x>O%nqdrz
zVyq*=3{$p{nTa%G|3CD8-{1HB{=Wa~e_j8X>$#rix$kqI``qXLoO7RZo=2A~O!)Z@
z@_|4gelt@;D-ehS4O~3Ccz_n<Ek#e@rs-#7<9FE$>4$Q>=M1{w=;!U><>%pc`$&NE
zJzqDkyDEynU*U+WpP#p{mXea^-vo+Y_gs`dU~97gCcNIJw!R?H?tR-A2Ph-!00?xb
z&dgB%%KfYbD#q{TGG^un%R0%avu0iLkkhc~5htfTZN__#^DgjQK2Ow`HM4kn;bnvq
zEF-G$8D6*I5B1sE*@tOay0Vb#bNhBxK+fNcE>shI#vhr{_2!)#zhFp9o8S>}2$!wt
z;1X&pT|Q7j@<u-e7p%%!(lRkYg|NCw)_Ps&pJc|^+aZd$kdQ3e$P#)44qtgjgbJDM
z;wHqHo;}VqG88@=t^`lnD`g4wmP?hn_$wnL<3;CQA+b|xUSsIb)Z*0}(0O9{%a@Mi
z!V8wzqj2Th>BEHZLAP@zhLT4`*l;-S4#OCmo-c7RKR@;L=^Ge;OG`^FvBEE}$Qk+j
zs}>X#L=Y}2fX7KsK<0CEb9stJhPMl!Jqv&B)NXb8as<xE&O(xseas}Wx3~9<r{}^`
z2DDRF9A(d-%LBjXJLJ{XkIho0rPRK2km7*{{*|UI8y-T;hnJF?--GuQ2?CN7y=IuI
zY`M&Q0p$Of!D&BvI)pWbWsew?8{0jM_f~5BDLiB!stcMQES<;+rhg3Pe@$_dhbvpv
zY11t%`)KVw>J)D<a2W^`&*d5eOEaiKF>WDya=N<I$4L!=OEv_w=JN7#R_NvmnuQ-<
zpwgjDY;NCalH-?_D4pej%Z&?3I*Yq%sR4&Tolj0UEsRt*&bP&jfr$_pn)ulI)<+|#
z-8+EM{go+fW!a5mXd$uJo9-K;HH1)wf%dH6X$=B?a-Dp))_2B20`t>S5&vB|Q9`%l
z-J^Z8b8}x`6_<TYP#>dFe0!YV$L?=ne~laX^y$Z^@(_Phf1Mxi_TBXDQl(&6R6l?J
zzW#n?3hbq|f(aX0^Nw^)RZY#<E;h!rsatDaVVf^#u*9~tC2F^Ag#*Wp8V^T6Egs{9
z?2(b{$gYei+>h#VjHhW*=tn6mGc|WTl7V3aH>^x&#*1sK&1X1iwxC$c#8u$8-*N~J
z|Dl?me823<l`EhMmmY}_b}Q_S&xEn``E=qN=gx<IXtbFbFO^CK`Jqtcu`z)iT|DGJ
zbblJ>VpHQGhNAdD)W^}j*Hqi@MJfSXa#%YcJ~oz5PF`Nqn+EF9WgP}>tC=y@*s#>C
z4Jx_SSU<itG%!#RxP&}{`DtNd0s*c4T5y^hcv)ie`hgdE;!wk{kvq0S2RnrTl$f3h
z-9(Ej*buWcebY}l@mSyV;r<gb)b;9WaUH#W{(x@K>D)ESjH|o*>cEC|iA{5VfjLeu
z6cGniqHpwkDZt+PIu^_*sH#dk<<!Rf?3CneSNt}3P%uRvfJ52tr=|n$bTm&`BkLyA
zM~bt;b5yNco6+#1GbU<twS}aH55|O!-uZ{cBn!!OU+!B`&O%(G#eIlLIai=@Z_+f+
zplJrpetE^+lts4Gf-C1;v9>1n_7a~NMCU0=S?O9g9OUCBd;kfkRa<GgGqFjj>&H)=
z5bwX5Ga1>yO~7G<>I4ozbSCLr8RavgVu|Kk)7)j6q3#3DF_F^6nrM~a&m@72;TxC{
zXy&kh%BV9E#aXx3L&b1=%b%>O-1W$Ca^(ahPf=g;^f0{&!)22-?0|ev1QV-?H)+x;
znVGLYq8=>6Uq7A{e_&Pjh7XMz2OVA@qh%{PsVID~HdC@<pg#npGeZaGh_sNdWeiKJ
zjHdm}Ru&eYY81)4dH9K@_<f~`0E6BD?TTIOH#n+RZ#EV47(WE4=<3z00v-D_8|g=W
z_?LRfN(PR)&C^*NEPmt-l^dK2FN=#iJuTtjZvw__9@h$`C^+=k`UWvRe)N<6=+n1r
zK`47$TU#-AM|i}PJ_+g;qr@!<4Q~=kcScqtuklcJl^p5-e~YyiuFla!a}z{TJOn#$
z@;7jj)GB#YZqVu3L{H)pQOzL%?<LkT;U1}ENj^*v$t#&=Qa1`YMsm4xx~5+n<qeby
z5k#Ka<mg<utOc+V3Q1nP#b>Gjwg+BSFWO%|NZw_?^DgP0(TY7Q(n%ajOEfH<`5fH!
z#r)_aXBvQmyh2U1tl{fD=;RmKyU<bu5dm(3sa_D`enEDPmFaCUHZbx9;9>bJ0lvO$
z;p(x}B3WiZ*gIvWQQkDr$(c`t&PH40NJkxi5?-!}estaCWYJ}jPE^bX=DWqIlARXo
zRSI9hIkfDNAl0~^&!5ZdwkXLCrX~KKObbswwl16iF#YyPp+5;&$4g_j)fvEzZhXVF
z0)#gV`Aih-yR-ml2Yu5l9wFT2xg~+gp8H9<i|d-qx<)E-8<r!JL;U8Bi_4zjLnnuP
z10D>wCo?daH9cxY17<}<0@D2@L8FQ|drB%O&h$%fv28xAeH0HmaP|6OA1U}3KrQnc
zz$(m5_OhM%(6WaC-H1mkS>E9{W@q##pUtzbG}TLl97BsgKNe*et^^27^xBQ^k+<5l
zEwRQ}j=<{k+$xisk4*1xH@E`hU=nu{>V%V-z#+HVM;YTK;!SSA%M2xTwnaTH!2mgo
zC;QQ?zcJ6tg0`D}a)k(rCn-gp*=FyA;k3`+yFJvKm1@lXw9nYcCc*Unq9_{~P=nL`
z19@j@ISbzE)9^elQPE{FU75bI7`0A+d({#vDI8nEIZl#LtBgSYx|aLvJ+h{i6o4Df
z2GI$lRIJMq8ot8xF%R<Ff;Q=8mJjsA)E!J_{-NCx`oGO>YAI&2tGQ4OR2Y9E30RD`
z^L{p+z@afxv|{C8eKOArlEd{x;Mb`xj{=;ha^;0+0r8GPon%MNz39*Gb9GnVJ&uW#
zhx)R~;Vk95>L7BLM+#1Nm%_<PJWqWkzWg352vuJGs-N<5a=iHnvnYNWyXIzuoDb9_
zP_4i}>~2HDyCmT&+{r466QEHvX0L^lbnUiHZx+oKE)Yzrwo)z3`U=lJYzuUAh8{cF
zNpkNh*;6NEqn-xo-Cr(wjv?XZIQ^~<h$4jR|DVP;;+v1l_y}M@$F}PWe(eIdN^iGL
zW|vc(;g{4J3jx(?OO?0qIV;1n(9X;9t^i8ku)I}3)u|$EtNYs))SvvK0rQkMtX|e>
zd)LuB*4FU0DcQ2%eU@DT5!<rww`oq5ZX}R&eX|5Urakz}TAvk<4zF&WQcN!!$`&aE
z;tW%fnuc*x-(cu&WMWdiNOBh7w7EhW=XZgce7h%O<b^&a094aVDZVXMc59Zl|DLN_
zC*Fv>_}w^;aGRg}q-(O`k=@-Z7bX8BTq(s%$wT{0u#5W8EpOw2f|$v8PJ6EV(+Ps<
zT4h;rE*3G{lWaQ+0sF;Sri|yhd%J!ao_0RgZ@p2Z;y2seL64xMM8z3FJrxx|5%=V_
z`6`LqQFS)A#-<i4WoFkkt(YS06xXfwk&s`Z=&Y&S(u8fsmucp={r&uX$K$l$R@A2y
zcV`OwYr-{)h}d`6s~y$(Vd68R*12)GfWdQL;sDb;F8;B)lmVMCX+metD`mBXW|a0d
zN*Vyp2{3fUYX1PA_Ka~W%~$bFx3rYz?insh7vC9)jW=X9R-`V#)P784&f_jwiUM;4
z?gP$a(=v}Sme3ZnUmHF3)m^kJ``~sDuqE#_Mkw727aQ8DIxN>&Qohd>O(Yqo3ywYN
z{j`9d|F}hC$}E&@kUPb&atZa4$qm3dntf55tFxsI4NE7tmdv5vj?3&9=E9F60gzt5
zV*(vtS-DX{r4Ub858NXcsN^Y{Nh$+K`0G50s}~V#9`kUWR0{pYGm6k?%e7OD^HRzv
z5VSGNd#}u-VstAA1VV_>K=p?Yl>ok2TkcT3;L>oj{Zl#(B{@AkeL|Y>ZDc*0`!+Wn
z<q5gJ{s|QrIOEu19%~a~bRx9I^+`Z)ESCsd`L=3x0F&Vb`#N4DL3_UdadThz<GORK
zp8e@Ky#_z&%WVaDik6bswkfLu{C<q!VLvi;O#=N{mTC*y=S;9Fuk+&H&*U~&L$jJ6
zSH3zfJJ@b+xcZ!kwYlTIKufk~IJb5iG;H2FwqQq1Z>G3Suvhn2D`<JiL335ZZ`);D
znyeCG3(F^*5dW^x`z{fD!2`2(potO?W^loilzS?t+}^U)r90=tdzTCO_tK`Pj2@l~
zS4w8Tc$=+jk}-^VfvXif{d%KSdTg`e5n$}UfV}8xOG~9RbHQjvIkb)aEq1@`UOx0k
zUet`MuQmhYm(>`ZIqX}9YXpV|=SKl=ZaQOqcu!k1A^)pRb?aGXB!rVfWl^H@FEJ<F
zHC(^X5*#=*IxDJB0ZWcf@@smC?#-m6r4Z)hKz#LcJStd4qw=1JYO0CvMilu)_RVJ7
zR5{?L-<97t(kGV!;X`YhnFq^2lB#_wUM56bD3v(@b9di;w|3FeyuFC79e7@o++LLK
z+h&8%3+5xs#NS?JTMk&1Ikdg&%Rd))jQz+k-((DM-Ev_~kdbgKW#b207iHz|ubt4Y
z4Ip!DZQ0Vi?Vhi;$r|PEUB>FbM4ITKt4<v+4`Odm=l2Z^op<Q?EJAK8N=Jl<xFo{f
zS9PRu+DT3WVUkMlfjS9|Z}cVQ5hyqmA_CS6U<HTifd=c>f>hRIpAz*F63gypjA{X>
zn6$YAX-{OK88n+aE=*nO*k?Q?d2I7O<br257!hD(dupFtNBRNur>hB$XN|;C+tN-s
zd&J5*b>fuEvSghu$HT6kOBM(g5&Q8*{EHqZMNnsu{5y#IbOv0}M;he#M9geP=1LeR
zUZPSh?zlip#i;<~xb3O>H=rjx?M~OC`YD4(=1g4-KK02jMZkM~_w2bj-alv*Y|V1Z
z4fS{x>GRU6EkVxt=Br4teI}4v^8=Z3&R@Uvr#`^kHWJ%sjCDJ$m~zIJn}GK^S($<8
z!gAs%81*omF0X==_~s{~m*)G&H6#zI3Soz760Y@C@sIluPjR~{{{V7;)d9%3HeO?F
z%;=7bx+m_acu6OPQ0hxt_7tZ^@J$h{3XHC#J-%dltL599+j1S-Q#%5N)aNX9C9P;w
zt|L~=?pjOw72e0s&jm*`$k5u;u;0KYaAnuG>8-f}4OkyM2YZh<%)1F^2PuJl>!uU<
zY`8Dk+cR2aY373K8Pw>^Xg`>W>0^;pxfAfK*U!JIN?%OLnSx6v$gT~n=J>ztzilOD
zBvbtuE1D`N+r5h+Y>b6owk-TpG}(31v#1oW4z`DpYKC(Jw|*7Rxw<j(8uHWMq~u+U
z@{!v$G3KCnBCn**v>hF1s^4iuV?dOZ<gbWV@n5f*Y2E67F!zOW!7%^n)K{|Np>SK|
zwL3^>Vgj-Luuf7;%pUz~;a<q%aO<#P<e&qxliIkij{m;IXPy!t)(HbNMG9H->h<eW
znTv*ok_I&<vy{_k)+&jWwmM~sKF8t0Z)|dihCt4l%-r#9jrj7Cl9Kp(5uxM<LY+WW
zV5eQR;22z(0Gu#|eujoE(BJK{+l2!7PN?}8RkYG?s+gF_i#r7bzzcQ(6@W;kf1@%2
z&RsrWzDVG>jFAL<GEg!A&SoH{{Cyyc|7)(lx%?+J5X`}O0pW&xfQOy4NaHX0{~PZe
z>i=Hf2;7ZU(H<p9C|6dm1X&0PX*ym4R4JG_tgjMWd~xlz%BUj}Px{_{S@$8H5x|-n
z7LkX;TdkEpEJ$$BArkX$Co6B$IB4!qIX=50=fiH()-d$YI6RD0e_cpOtVaL8LEWFl
z01pY)9#Of$Tf&vD={xNWGd46_{eTn*)neXiTX^`i)E=q!ktD$-nm%j?_MD*?QyRyp
z^Tn@Ty*Yl-&`_B_;GE1IdI(pY|H;veVPOX|J3G6(al%4oe|l`kUt(gl#St|nK>P*h
zrc;`!&RIz+86<Ut9SZmVk|qU*J0AM(i2J|5#Zjcd{BUecq*uk?IC*w0Erjw{Qtzl&
z6Ju)iesO^B;J<b?yXN;6#KoAhcOonyAzu5P#OHt7|K6{|Kz(V4sulX13IJ2l|5ToU
zOs1NA?KcV*s`meXlKfl!Y6mzmJ88skg!=zW0ytb4@t@VM|Ag7OJjFAANNz_TpSI@5
zpDP*&PY!!w68pb;w@(7O0h#^v!7Q56A3kA;g{M6J-<kHuHYwG8Z}XA2fkgWc&r4fM
z>BFtafL_wr9GUQ$6p%iwsDfX*lJteHhhps~mJ+R_?cV_A-0on)P6DyONz13xZBH>l
z-m1MIkJFX@XHGFU5Ui&6R6(B3abCI%93FW31rY^g!q>>#kv|sC;5k_-6J9{y#L!j=
zNsdS!3K&Sb%lUuaMAit~@SX&UCCzETxQIWy6lt@>V6oam4{E|G0t%c24`i)CRr24#
z|ErEX9U-BQX|>rk^bnZ$xI>L<r4%uxzP_F!Dg{qDG91rjfmM|6T0=Z-$t!>#Xu)2f
zd2u0ewxzho9O|6&Ewbjo-l~0WRkj9~gDSg9nn_Ra!7|>5m^u~wHWTz4EyvGcHAIAX
zbKkbJ$PvhZU7yuS_=`LO(KZ&JzutnqXgm3?5fKxb;8QO6_3DHzeT*Tb^jcuuBYjvJ
zRi0Fz7!Gt_N^pz`#_ZiXIB^RWAAeBarBg)6Y|qZNirk}>$JU3Df&QllTlcb7k8G;8
zH6jj(sfyA848&xW{AmIhNQ(ZBo8pGD4Kz(c1#*HP;x;-+H5tRADr?tz5q+f1E>Zx`
zxD3|<63ODOCO9H@t4PdWe6WDZ7|xBn>GB%45slLor<AEyT1RMw97Nwcs3I?Tm%%qU
z^oLHHo&K7D3SN40wJme_y2|KX<S6O;qQ>$w97dbHL2yPEcPZ@mhy6lz#hzRvkrdS`
z)g#s@E=W<U1Qt)zj5_IiZkGqTtv+PU<tdAOrYXW>uG5AEMNT8tH0#98V8|}&?&-Ln
zZ`tD<-8>y(L*Z`&(VK3>7KcCurrJp;`v$H1>4pUj(!2-_n*o6p!MFHFWH|8=jC~KL
zc#jSSLYQ1kKks0EZ>NfNAkS-FR1b$lOdSf(<>~Z|Ae?}>M<A30UK32hy|_A^iR`+c
zM`u-9=p4q*KdEnCtnIB6w%OJ2xKH$YE=Ln@O*M@$^zh0A11#0ND5&iIy*5<ieK7jz
zxW3vl_kxOPuB8L)q-F<#w7Q(hkRi<qg0bKp7Ybo_oqS8sX4Fsa+W{c*gBmwtqQeR-
zJX5)5T&Sdpm)#!!E48NcO`$uDo3=zGH^(u&+cL{)1tXv<Q_c6xDzcXshDZx%UzDf#
zJ-wd$%jV}%8H?SBQ{PgH!tZ?TjXuLK6YX{!BU&<=(-+boFg)<tg^CSpkC+Nsi{==c
zC<+pHxdE#XO&9z=Wk@p_j2=esA4%)J)YF%%(%eMf9cCT=lD?^5F=yc5UZHcT@$I^1
z2-mt)uQ(-#3;li8_t-L~Y)tFHazgX3w<YDG8eHq|`pFi0YL$Gq`=jXu82czwk;yTO
z7(U;yT47>?QPZ{Qb}j|g{wc8{P}Fw0F)_M}^n`Pby0MHX{yGv}bj39swi~I&!xm%C
z&_fh_vx~MGOztU^;Oqns`?0z#b+(Q?{&TZ-6-L2u^qvpW%Cmll(crK-w<<`+o#C#~
zh`s(0-hnu@M+JZA8<#{<{SyhK+CjD#aVw_&NrlLD+RXRE8xhXPg8bG^A5^HEE5ZRu
zey~gq%b8yjxZ+h7k|-Z`h~%Nfl$>?TZUVPu+V;HnR?aQ1O?1FWc}qqw>jzDeY4mcQ
z+M$$9@Lnw9Cf9c#mH~Z?L&vDzeqtb6w`Hz!qxqhNyK1F#zEa$(Ni(eQ%fS7}@K8vr
zzrd{C_i_jW=T1{q(RMnpJXIwKIWg{Q`gR?zt3|o6iXEslm|53BG$j*y*OFGN#ydZ1
z_iU=!5E4^S>+904xu!u9!DpG(kn{uhN}JjrW!G%I`>2g4h$(EjSd4wCleR(RrlMXf
zNK>+Fl)#k{Qw;76XdHqI0ruc9hV-l)pY22$k42+{1oWy96J+hfO?#~p;=)VMT+Llr
zU4U8qkbr$d{doa{8C;lpcR1t^O!}uglH(WCmte;mS?iwt!HbOUCEw5|KbyL|Ku!Dv
z!kM6uAKVTy%+7dd7>6KNHGy})MQ88?v5Yo9ulZt`r6I(2fhe`vHD?y;xL)M0MRCvf
zbk}WB^{LvsR$Rd}xWnb%Bt5|~jn}gVwDPb8;tk@Kz**UT1lP6Hv7%o6)u#L@$6sQX
zVCxMG5R2?m6eOxjhwIKzmqG%WejBYI#*gq2$ne0B%f>AWt`JE~`U2LX^a$|TCQ1zm
z#Ngn6i?99>1DO*0U1ryj73e}7koij|pPa2YpM1u9^LY^!b8DbFX7cRES#=?^_~0;K
z()ZeYy%N71e9vyg>XuReOc%~*b<)k52m^cO>zxW5Aax(zaLkf>%5C$7KDxAF5VObd
zvKCy1!rL%GhjMIH_tXaxVIV9h6kK(Gb@FaGNF6d-!g&|PiVNT3T*n|{Ma2{nm_|G^
z*7Py1(>U8>6$sbReRU@_4CWZ1tu&vb&llIRvdSlc`Zle~Spnrjp-XQd<lq>@ueimV
z*bh&Eg6L$VbU(K6u<}KFmO~N_!yQx}sHI2xYWSvr2<5F?6QT_@8<jA`+YHu)Dk!8|
zG8n$80>?p_loR4lWC3k$hcbVKq5n|RKR<<S!Q^HSo_<DQi2xt=KxRf3hGl0R9{e8)
C;ShHK

literal 0
HcmV?d00001

diff --git a/docs/build/doctrees/nbsphinx/examples_old_workshop_example_notebook_17_0.png b/docs/build/doctrees/nbsphinx/examples_old_workshop_example_notebook_17_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..1703e2f705aa3df1b418e1775a60777bf49f6315
GIT binary patch
literal 39816
zcmZ^~by!s2_Xaw2NhnH(fOLm+2q?(V1Jd0v(%m2>tpd^@;GhUYcQ?{KAdQrCHv{*e
zpYQ!W_m9gnJTr4<=A6CPUh7@&de=UYYAW*hxD>b`5C~u4^-Bl{gnA1Cq1<9)0!LP3
zai0NC=&mvfn%KafAGXDN;60AhYh70m2=CGTKg!sAzzuLv*zJ{$n}(y6o2RLZCCJ{?
z&FQV9+gn?+ryiCruC|U2{9L?Tyc|z$+}xZ*xw-%Eb1p|0Yi=SdQgRUJDM;a^w5C_a
zPNuilo33B2feD#Alyn~?LK#gXN(;W!qG-KRr+Y`~Fo~EcsYJkL*x+xV_LHh`Nb+#*
zgr4@C-J6%M>>f(1Bd}4*OD*UqKlnFGt<SBl1Aj&?9m-2ciDB<gV%9?$o<php$64o%
z$8lqN4A}3U-apz8W3x*zh|s0~K5{l5b{YToMg{cpko4d2P-2k!4aUE(ETg}89Qg00
zv@i<M|L5!bnBam%R#+v3?blR!Z8XHL6k-<!`7!YcX=~iS$^|aqP+S+A|LL2bbYAX|
z;aCOP@+CZK`I2b2)qPo9Wg)p{)BmUcr0dFeMlLS*h8{K%A@L@_5!NvLX~b6ze8~>`
z%mVXZgQfZT8z(_f;>@!v1lXH2ekDPUlOU8y5cw;;7I*sPqIeHPi<^A*@rjOcynB<(
zp*A?v$}n`OnpHB<z8JDK)hrrFcp$W7u@tc6@<pS|nDx04t9uQEtxAmfL`$Rz1vW7W
zE=c$1jBs*ef!!2Udo`C>J`5!eEevi5iZ8k=Ie-h(ENgneGzAan)llX_$rWoZU(3b+
z!CN^z98qP5snl!{Z9;Xaa1N?K1UJ-PQwl!ux)XCITpzGFoXhtemOS;g>&@9l)pHYZ
z(Ns`xi>d;C#>#f1wV+6%pSi6}EU@(uYoQ{8!W|Nw>k}#qgI_MGGhdUSOu4Q2$qcVV
z*hUY7*!?)7#U5bl`EiC4ez4xWSmua%=hw6cV-L53rzb*?pq`S4nZ1%|2UrdWJx6gl
zGao$Tn4YZP(E(QuaYos$9y^<@B|P1eb`dwjDBPe^dFNt>@!7|Br+V9@;u5b}pX5{(
zZ{h?S<WxE2n#+%-lbayn2L+FNKyY`w5jZIyyh@%MUvIm6FGH0Gln9Xy8q=GC!u|Pp
zE-1V|$FV;O4q4E;YLeLV%sp^t^36S+Dl{*E^wDA?^k~nl>SU(=tq<Itf5cB<;|Ny|
zn(f$X8-y7!`l^|OeKE5Y*6I`Ea$Z>_MR|c&O8y;%0Bt*{P>huu_d=p{lI<JS#e)><
zU1R&qVdsW{nLDv<&vMzi)RdY!WQtJzKD-f0b@VH47?lPT1;3#T(xowIK`&f*MTU1y
zvlJMt(;&|621(WsWj*%HTn(J*IIidDsmD4;g$DB#-d-a7og0nd=ZmpWmwaTCi&BRU
zv5@}8EXK{80(oKZ{%!ziU41y>xq}N!$F3lb!S+^`@Txz`_~=Pbtz(jT5pD?zj#d_>
zEp%2t$Tc(3mALyz!)(6eQDLJdv-dEXWYymILldC`whxxc%=qSm)Aok5XssKqYYr2=
zw#a!~Ypv#h6mHkqqHRB-3zFK!9Hg*=vcpf3=rYM9w5k+t@JdGIM-WvOvG!@+?j;$4
zc+4hR+U|_z!-E`Ikyi+bew2lZnKw@k%6AvUR%xMYQg3_j0?8PHG(-%4`crh5SIySn
z-Jvk)dRyt7Uw)Vj-*bWtaVU197An)AFJR@nBbvo*k9k`mUnbbBpYx0kHuDj9p-(I5
zXSWdO>^$3tX=T10-X(1{V7|QJ`P?+Gl}gEL94Qt<7`F>6Y#wC0W*X4(oc^@Nurx6g
zhqVqe)-6vonG;3J$Z*9z5Vs$GgL8n%Geo!eY)N@rZ_+%gWESO)tGEi@;{H55!>Ve~
zt}wtDMO%aw`rL|&I%ac)El5si@0?|6QLBNY=foZ@^XKSZojap1^X8fV3xNYHlL+@F
zaPZm-Ip*QX2Qlux%=!Mt>zh?I4U)aBQar;5I;A_4MJZ2_Vow+9CccH*V}oTmDSQsl
zLVFBGHS~spr@W$iMec4aRdNHO>gK_bxvlRhI_KL{#)W?Tz%d^lZ-5fxJjQ)P#os)s
zb8g0-?_cl7RfT98`c3;IG0O9G;S}}a7B?n@r?1tRCxoVzob2xONlF_dRSKbaUSia^
zo|Fyy3)UymwtgMFA)~}8s-DC_v^utmJcO%{m%t6jfeX4Ai4bx!M!`9@W8WFc%Z#sy
zqKfG?625P<{b<nN1>d18Xo4+m;do+V$?nZICiowM)s+N6b*=Hi<4KT&Dn!+14$2@Y
z)Dja>;y-iThuLI>-OpPcgLk#A&S|oyEJaeTy`IYj`#l`58vr?=b(`#k)zsnSDM^Od
zifMxaHNj8p;Km-#bE-TcHjfYR8r-y-GaYJr^In)f{)QSuyQNlC&k9>WDMroedaxyh
zVe|%!KdLtyxX^?#&KnR!t|V{1*Ru&OP}kcI0f7tndBAOQO3XSK&rC6YDlPf;Ly#!z
z0aC%<!O_)y;ut#X&KUEK)*w~0y|p{j#IYAKF6OSkW+J@fvaz&u*Q7~{1w2kE9H|=+
zS9c6w$_rQKR~ZLhAms;wN?W3DSX+BitS|8uv$lD5x2eQ_MVK2QS{ro|K^v(1RADiM
zW;1ggDJWZ{tu0BA=%5y}#6waZ@O~4xAX9HUc_*%gVw~od@c3Oq3^_=f4W=@wSK=&-
z8K%Ap=HaG826wfJfeVxxsz=C6P&9b$Eg6Wyy+x$(FEq9l66<MepRD-!kgn4hhkA!Q
zOz273YOm*|oL%6o-!h`Anm%sXJEG?y<foAc@vdunaPgY;xjb~&i*~r<L_^gyF$fRt
zqiK?;u8(9gpQ&tlv&S@`IBJ`6=n#^$@25mL8(w#Z#f$val(KOJAuSJ#IP`CcKJ(AF
ze^A%T=3DaSjIOY818@?(?M2~4(n#C>Y?E#cdBYrPAfd7cKJ8Xhdyo<DYv02E%hTj4
zE}EBHN65TbA=Z6}OeruabkkP|EhLB*#hMMqBuqYj7gI;5$ct;x{O0qwDarO9`*uqN
z1BzpVt(4$`(HTFCeLHcFS2aD9LfPz|SDWcP{;L{@MUEvOlURsd24aSCIIF=Ymp`lZ
zr0dKceF;jsf!ls!pTNtl9d8yxHD$Wx9)<7;NkR&>mhk$_5vTAnbch;1HS|~hvo*M+
z^R`m=Cexl<#GAMXD_oS7c|ajeYF+w!>z*?9@dw)seIukn6M4OlY-giA)FfYaK}vs9
zTU6v0f8d+H{*@*>vc|!n0jsESO6=?11o$pCVS5VJH8-ihsh%<QMnqb;MsD7kn*Y{j
zwWq49h3I{yB4LkDv?ohPDy+4jtGJ^2w`uyx#P5<|d8#qmsxeQLWsl93%&G#F)pXl6
z!=0~l!lZn$p5j9ZgStqGx7L%bQCvf#1+Nymc%{nY>iX%Bq;8dG)bOr5h729MKXboJ
zoJ%FmF{PD#@fM+4GZqa3Vcw%2+oIFGNJb)?WXUP8W9JY!hS!M7=}24z3Ppo&n1spt
zSd#?ei*J1hC`bxWCOv)c?$Mawmr&%Vn6cwad0b9vg`_cELkjI?uPKnd>T>pTn*B{^
z@GgNDm%r2zbd*VD96diJ8e{2%r}pRBE;dhlBu4;ZQ7wk?)V!xUl9#M@R$F9S9u4kc
zfbvYVGLxGpN-<xSoT7F%WaG?oJH__Qy@SkjrpjN`+re<IWT>bk-n?j<fqIO;$k#kj
zW!AMSHO{z3qW;Wd%DPN;VHSSEpOI11@4K=3OKj^9b2y7V87VMy{pn*$GC|Mn@^{YL
z+7f0_F@!DU<_?X{c@>86IGv*a!3wC`rfhWndZYF<>bs-|N0(B5*<!%PvqgQq?cKOY
zy=~d*yCeu5xIlP-a{L;xn1hfEjF~*uho4rc^og+HWkJ|L=E~O)D6+X@&llc8Dk^gF
z(0*Qd`{u6AtxtANcsDFXXw{l(?C#yBW@hFvrPo@c-ZrNF&59ZrgAHa@R3b^Mqs!#0
zVC0)MsaK;?J=zVfB{?syk*}R)YG~^qXpyS8z0Iz!2(W`snRD3fZrLOZN97V(8eW(1
zgd`%XYW&|c{PYRPFzt7(hx};idF~v?yjz4z21}$^hPlqxg7W5Wf6*a%2cDl|1|q0i
z(Cf|O5m(P6DwBX<vDuBcLW5Q!?y4-yuP8j3&c%*G9rk@4q0sDYLB+>21Bw@)RA$l`
z^=nT#1kAD|RI^-ru1yL(wTJgjxBWB{A+}scoShH)0yV&0vyNmi-aeHD5yWD|&VDw+
zhf~gWn;_XVF{g&g;(a>{SQh{-00<{NNVK3F`WVmj6SUiO*dxpne<;T>S5e+snH6mf
zqw*5)O}}%>@K1D4e_s|Q1+QAL_H>v{c9e>7Z_c!-{pGOR{hPZIQSD(@sPEZaUN8EM
zwj0CpN$K#i&!ovrUB&ikDB|k9?98aaHIq`dMSR0>c!QgD<Kb$ZOXPelED`cii~O3$
zn5!|D|0FT%&%1se<Ar9AT0s<@J%4b43A^Ky54nk=n>H#Fvj+Z0RfxULqP;ICA*nlP
zb0KAk!qML-%#qYVmv5&xt&{UCK<mo$y4HI6i8Jxe(M}fM5-M>AzD*VX1Zjz}0i+WX
zrYYG?Sj&7c<DCQ%LXoPBbM_;T-Sm1{<LuGY@4WBh8;WIrWMk8I@nqKg`m4^;vp_}y
zcTI3+*dc31Oj)%%(`+7@(7SIzSV@pV-rGEGTX;XH5+RldAq2H_KJcUDp+-nmA-2Vf
z((zSieyQ?iN3>{wcUxJE*n?_zjf>*nDSgoqtNmyL-%f;Jkex^G{jOAXmA1Ago7r=w
z?`G^tWuF-hrEwGgR#@%vA<mu?&m5E*Nxr)4?8#SBA-J#O_)X^=%G(XIPKMYK%klac
zLhVbwTAMdVtv0X>k+8HOvK`$&S@RDugw!btcF%Zz!4uipk1q6h813v?#%fNPvFa`^
zMOK5Ry&*-xSJXn?4Q>$VDRas82;_65U$5KQX+A-ZOu2qeX%6=cuLycLl!eTzJ9|}c
z{sOlq3twn+&ugXEb?p&s0zIa1%q^xNOQN{%JTz;JSj=3w8!fk@8f~3?A=)`CfcnCK
z^-YZTFF(rT-;0*UTOWUyB;xj5uxG~Bu|!uQjCC9tr_f4-D>~0XnS)+;SXQXN5>kf6
z)>2f%H%wRe?2U!rx>;>%^l0MJeo4Gy?9N;<CWE#cDQ%=gl^vaRN{D@)YG9uI>S5~s
zr#uc^P(ZfkFV?+Z9#n0;oqbkr3s-~>d5Eqn&bbXd>tzHN=zb0(hM(Gl3tG%>Xup|W
zg&DKK_Qv%Vo!utg2;rwtaDgh1<lZ+u7bCnP2sm?BCE^c0ufdM%<f0EnSI6X3aMqTP
zsMt3#d(KDZ)DPNpc3L`gr1g2Yv-Y?wR(=e6>N>(t&A|mzyt}TV-GR5v-~!SrM0MBg
z<9wBkk;|Ld{kg=N5bVsaVo*w4^RC9ZSKe{pBB9wZ&O5V#XEN50eRZrn|LlHrcssT2
zKVU#;Eeus1+Hx0|YW{W|>JTgBwOI!N!_3$DG)>k`9eVr>M^fsjf(?^K6%RWaE#`jH
zt6~Hpu3TXgCNU2!F}qt!iKZ<EF}}OG)7Lx++^*QMi>dkoIu@j{!%@#qtS31ZJc?Gq
z+mz<Gv@)L)4p=R9{49HhBnw<Bb9lTP33HNKr`ubyGwDqZIy63E5({1ivj+MWeuwl4
zmW`%j{4_L}oKHBeXWMWY2rY2kftP~|T;o+%X?k|gmVi8ofyZ-<Z?$<wTuT4P=3`g=
zFs(ko5S+=9<BUhwkAeh=3u!QDs^;({K@J*Vq&jrh_ChRvrUp?@#UJUF3IUr+Zr@QI
z|GIM*_s!b16jo+^;^26y4GuHmNIomZ9RwG!DH;EHUs2*O(JQHB@!nMBOhj>8VW?f_
zWyy$MP5P?6@`ad{4Lq9H0j9{A{DCw$3|tVwkqq-2@cV)ach^S9>R(f;$V0zZlw>^-
zCZ}~;5Io|YvX4D;@RCn=E-pMA);iY{YU%WSw_7jLKq5lm9T)CT=J{)xtM6R!nwPuc
zp;4`og!gX4@o9ya*O5Wpr$hRfJ(2!}*#52k6<b%4U9PM@kwXV3q8sM#p7^Z}k=ku<
zPq8Dy`S7A8-|3=tjZ&9WXX#J^Y^^ul&OXlZgQJPVkCIYWjNMfTn9(#>q0)?%h}-lg
zxWtX)r`-!dJCwk+?k(u&lB?O)m$1Z@s@jfEyQjr{haZG^(6;C!PAGZ$<UNP1HC!@S
zd9&^b&0q>v=YlBN`^&^h%7QNcbE=xzukn8dz^=^HmL4S19V7(L5q-p#tPr?PbD=)`
zD6Sjc3-`!R#8m@V`RbO5s?J)^=&-}d^B#ynqcabgx}#3`BTmx)T%?jKVFi?*nguZ$
zQ|&T@oC<3No^UG(lxekS7Y1HmmL-M_WrzJD%RZ)&XMJL~u|ZI2#E|}K62bJAo9SF6
zeK<F<+*7`kldE!CvIJsB-~DLgr$@~2nO8$&K+0=}xEp-)jE1RRNqG@*Q;GG|My=E*
zHq`x9^Ld`U#w?E7OnR~A%>kc3F4<f>GB0bEV@)#Awj%2GnwAkFaVX#07E8IL8sF*D
zuC4w~^Bf_PY@Stvm$6n>0wq0Jt@3<MbN<XhO55;cT;=-FK*|!|SOT-xcV^L!@$DO-
zm^h?{wb*WnD)Y*rkLU14WZ|%PiUNzVUPuZ9MhcOuq%_p9An^*j7Q*@_KJ`mVxa|Wm
z9y-u&9U8InACdm6ddy>bfuWheq|<Y}!WiZx$iAtc`dwa?N9EphEk1GkAt!8NMF$}h
z6Mx>5@@sWrHDG}9Km%N0utYf!<D;K(m6zISZO*ABKy1kbr9t(ufw!C-G#2-HW2_XO
z1JV<I49uHOQg3t!zZqo33cF3N{zFVVb2GOq5+&$e<c+`LaMBF1W3_UbR*K<XmyT#0
z)(t^mk@Z`#Fr|T6>;t}Aqr|hrj9|ORP%b&!I|Ew7_s>0Nbp=Z0S*uX<c4%95)Ezr@
zba!Ph{80uf=LT?tt#(CYw#QRG*eMnb7v6QT6uLU^&0di)S*(F!6VWN8S=;c&J%XEs
z-`Zp$16bgK9vi$3+wG3{q|<$knEkB|#B+}Bxt_3;;cM#0BQ#I3E=F8Ve}&qvh@=RX
zqp>ShAg-hU&CjeIzgQdmOGbsDvvQ-NY~3B0xCU4v(mP*D6WkQ;9MXg{u0;(GQ#DJx
zc>*qw=UM4xOyPFi9novCXd*+#Po6Dy73F-4!P!pfQ%A=F0Dy(~-Kp%7B5Yzj#hMj!
zh5nr6fE4Zyhiu_0NtG$Ho>EyISv=_eBuP5{S&KI8fik!t+r$93rE(69&{U>PrTt~V
zW?UET09l~mLDr-(sd=-Kk3Uy3bqxx$X}d;q%qEl~*excypOoxeHW_fMo>Q+ma{vW&
z-4LoRAvmnaT$uSAQv(d^-;Gjx1bbVNL#5uH;@=bX;zn%+?cieR=10s*#z^aar$*dk
z4Av)k8VHkaoghEhgmsFq?mHZE-zIkgZSz#=2HK$l8g>JU^)_1+m73W=2B*&XBdR`0
z{Bfdrqt?O%B$Bsc>D)~6*uIkmJCpM>QOIFe1!tvtIQbW@^8OXad7{~NQ3_!8J`eN!
z1a#IG6*us_MDWfh=wh;?w?74ut3~l<Dm@$`6+U9g_~t$^Nw%$qMlJiL&fQ3RO=s#{
zWt(EswEf+DJkH>xik9l?w`h#Uj8#vPg??SKQl|mbH&`}!QyX?D+%>Zn*1MGnS0ecQ
zv#+Q#!@?WiS9b-!#T$Gkw%*kV59kNia1NaEI^`H<wWaj7=<{T1a?0h@QZ^hEaBWTe
za-Fdh>rhf^rZrdKsF{JF$l22Fs4ege;3-wPOL~$VMAhv1Vpx4~s}D*}(l&h@B$0B~
zOm4pG`DCa<mUiiPmdGxpXv29WT*Ra$Xv&1Wq<`eI;T)-Uj$)<+o;lC$aFW*b1zBFJ
z2T6TJe`WEi(-DW{JN2LJyu;>_>lI$P2{#-1yQ^O&*UwE7_qVBzF3l5DCA1o@KdX=&
zlpke7dq+&FHW$Z9NGfF)t*SC7wR|Pas<yR*qIZwnW`ycLFi;*h?&sN~luQMc5nRfd
zcJt5D2Lf3_p#{}!&PJ+O=IL<hj8*KLn$wiJ5QpT^uDYI)YA-{K?yb2sR3pR8nhL1h
zE?!5c?%mK24g7pnKir0}b*H=*&-0mv5978CtzESXkyJ+Hj^cjBqPyRCMf2<*mWGh2
zMpIc&<s=Byw0rAq?){0(r1lkC_qMNWA<Ufj9Y|igYvW+^`Z;q1_wda(Y!>5j%?HDM
zb>63{3L_4E#AXxUyiR6;oq_r*5iR8$x3JGo+2Ke<-a;H2=%PBH(YK*-Ol5Ni=~p5$
zm0v!t4~A@cl3{SZf*P(uy#Zyvm7n&`llRt(`UV$1{6TvJKU@6%N7uqvRr<{ZEtLTQ
zBZt_)k!7zgV%j@Kvb$RR6dX^A+JU1djp)ZXTPbqZ_q~GpRejh*3ojQ-wdJZRrqP66
z;EF~sa6HsJYBs6`QU5Zvb}`<ZL?4n8iBC~sa7kE&17iky4<|GWot^L&)bWk|&e|_G
zZOJk?KtrO3rpEtfmintEht=<}cBM3@s`4*?I~BlZlI!39-`)e!6-idnoG*@*`<tFH
zx3|~X7z<;1zP`b1CB(F}CFA4c{+!|ee&>{NJgIG*WDCE()+0E0>$0!P!;27;HPxcp
zK8*_W@e$odz>llQ{_BT0$3cEnyfTg#$qGFlXe$z*A*U=7|MwX%WIl2An+_iKDGxb3
zqEQLwf9(-;=|4EYaZeQHy6M12R*~yQ(U2{1*u>b6A8f|a^#65QdLFC#-56szya6|r
zR0S*qL;zT3LUX|Eh`V85iEu=5Tm$+w8?_~6Wgl~M>9@AF{GRGAGCg}1y1HtCiiYOT
z8TD^EBRE+sx94c2sKacq08Br7SUiRt%4KWQ!jt`JbxqBeFJGc>Zf>SL*~Rc2(bF(8
zQc+ibNKQ`POd|iUvGWJL#?ZeKF-hi`WgX-;!1h5~=kD%_umW`6+TRAa?EC0wV%VZ=
zBBZmct2g=4-&RkkQ5-W#U?l=8cpIp=Kxjp)NWE>662*12mzz?etM&H_2UsUSJauk1
z3Q_+G+B7v2hX-4nYP`MLj-eK-o?qYC=<(fenp!Kvz`#(-5>G8E;#eQfR+W_v8TUJ%
z_oUU;)qOxI7<0ZDNE_7NE@L&2BCVoAz#td1^iiJX(5~s9sY4fnfmQYhf~3A6A&Stg
zETq=kUR!uLc+CPELL2Ju>#OIIl4_Z6=G3qLkeRtl*_Ki2wh1xvJA5U1dtrWaW6+X4
zm@X7w=eqGJIk^X4Xs$Jd*Sz+yn{syTSEDz7vXKufbgCHk^=l~quz14mY>n$uE6Um4
zeE-GaN<l$^X?rM6Bk=9jRj=x2vW^V_{~Y7KWu&dQZD8DwLZfq&1VJW29L<>yo3R?P
z8<$Esw{hs2!Vp)S@Y7Rub@gVFF2>m!N9*2Cj2!yaMT#(E=wM$Gd)>wFXq4KcK6dYw
zSRv6>-{V1{-u`|DVd0dRm<Q$M<vI->oM>1C7B?4%AYhGw*(p0amz}dS{&TO3d+(w}
zvodEoDn{?~eVJ?2e)H{ioNjk+6s^wBPE?*Et!}HXiu%l0oGw+-MdQ2hL~AT}rSa+o
ztyIPq!kdzkQn%Cug;3&z2$<)@!~~E1jKDYVWNu>>85z{k(NT2t6#dkUj2%s9ZZ0mX
zzC>1dOXk{a6_k`x@U6+wYOg~t+rN>VPy?}GjjC9M5b{XX5VqT^-{z8wA#1z2JVr4O
zySv&h5gRnt(ppbCMj#L_qpwI04>|~m$;mg9`2MvRLl;7rqgrT7o4=uN+SitkoZ}sN
z)=3F+{Ithwkto!H{|2Jj5_whKKbO=cB_@{M*9T5ZO9T3}U%r2T|Mlxv0`G)RpIA6J
z-XiU@@1rT2tNwi$9x0#ao<aN?$v;2xkphA!8!gWl{DC+#1dFiTW|aOjFjv5`P#<lQ
zz#wvdtAjrFk`I8F91lwkXNb6pu8Q2<9N!x$nv^>q@Q|AuKPKh0P(&KExGsEW=Pe1h
z(ax#Qzfiz#LQ`$`=ECIC0=rMJg*hCrCaAgquH*oCj|ZK^-C=y7oA(YHp?GWd?Flom
zye!<@8^DQBOuC|;++0nyV48Hke>ecRYDNZ?)nHoJO1xBDON&%?;H^miXHN6Az9jg@
zecbp~7XJraWj(u2S>S>|w1QS56T(tr8;_s)RS5njHdDe6>FI@2aQ!JR<#u%s!n*&w
zmU>fpSzN;Tv=>D{&5T-TLV;$O1Vgxcy6f<~isiqP@_zZUL$v9f!!l`lSwKtx)S+;9
z7gbyr4uH8~G$y5|`(^^Y(SJ6rSG84^$X-h>|Mr{5myJNf2I+6M?8Wr8tGw*{r}rN~
zzdJ(wIe!cvcK+u6=PB4di5>XLH#J}0NvuWuG7LzOcoH!UJY{D~B<eC?LDW3ncX0=X
zKzMlgLKCOe@(DLpbxPG;hX-h0d}(1G*NZn6*8-xAwUxXTw6w3cEdefg@kL7QN0q}#
zdCY$ka0a_ZTg^77X@vzO!{)N3tcZ@8^C3pFt+^Y`=uZWHW=~A3@%`?=CL};N(S$sv
zMc!zB%DsO0=+9z~-z;9xQVyVa)RWeBiK?I(n=xI5qs|741<5yY<oyT65e0BZGwok=
z9!a$2w=`C(UtSlBiiG5UCK*C54%?JjMRkW_ej*_aZ@*Y2jN0pA7gAz;&Xst(+(zwp
zdW~_(UmJK)Rt(ARv@d*Otopyb06<IHo!Uw40R2F4gyL8oY6wg8!4szaUk_eI*lvsB
z-d^wc^5*12(VZrH$w31bD{Nrsmi{rp`v**1;@Ck;puntp@#M~*M35Dk$Su<8VuL`b
zR}MZqWraVTW0*<qXwe+);EoV*m&mU>e5VA@PSHaz<mpu1Mwagk%zm!+qvwKm#IFkL
z2Jz}IUxFGN#ryjEQ+Z5L0smuQVfilGe7)BYZ=L0h85kHy<A0)VH6-v+yQKNbZXw{>
z{?VgH7kdr+joPe#6G$BU7Dc*#()G+06IYgrS&PBpj-KSa(G1r<tL`B@>W+Hj0rRug
z?2`+gvEMQ{_;w}lvXc0hrZtz)dx*ON$qv3oBVjN6&O1e%>kiuS?*H`zxee<RNsax=
z-iUa1!D|-!h6B#{kB*LNm%}N&)>Ezj57oJwP9CKT+UNcss;}(t55Lhi>{1q*?|h<d
zu>4=xj?~yVj6S9oS2FE-s6uY0*&r`Du(9SImZ(YHR*kM{@ft)Lt183VwevAjX)uO?
zK{62-FvNV8{hTyz`?!rR9uI)NZQkaa%#XO5?y6KMCf8@X9J=M9&!LE=jSU}?dPG_h
zyLP$Xr3<LI@d&&Jn2;dqF5R(N!N`cFt*y<%!s0_xQrAosG*#4{ZTy?6^;EH;#2f0r
zHuRx;6G4eXh|{{Ldbqrfyg4qE@%WsEQ;k2!33^*^&1Bk!(ix8NDV;`E&X14$(A1(k
zB7tU+gz|1op`f`aYKaMeJZLapkd(+Cppv5{qh$Lk6w|cjVKio4OHX-+4}~T;I`m6<
zpv357NAxXQVr^gMdd__+10WOwkK|xPmhfX*8dzBwe>`8=HO=$#XzkgvXGGN0$}fWI
zl6rf4ACr=L{?s=x7)WH*&<phZta{HkLRaDqEh8?@*Zp^do!)0!R_$;|yu8f8lr->T
z)5TfdDJfvMd%>A{xSWxd`NGPNEEU;-gUf^Yv;SMZ>*a*oqL$1bL15g3DEn-%EVQhO
zu`71i5a_cB$8EB&u4Ks=Dak?oc5wq4uNnIB#xT}Xdir-IEw}aKH<p%`Jz#-<hGRWd
z9$eiov6Q#vT%@&`{X9V4JJII+cG0+Fe{mjcphE;)RhZuw1U$XpvDR!0OBmM?78&fR
zBJ!b7)!Oq1!jbsEy47mP$N_1O4z&MD4$J+TJCyO7#&1lWvuFv6^s1t?js25Ox2J0I
z-7OD?hlcXY%RlAkGohlQvaqqyv$7V*E`0s^3>Ob@-2a(oLDAd3NqvhG<1S_yP1y3a
z`0V+l%Yu0!3NZ#Vr{F~SG^KXNrtJ0cX~{6XXr=i9;c{nNp75>Sb_)wk3v?W`9E5rl
z9B2bSKMC?<et<<tV=<chio>`$<Nf>hh?8QDTM)n1z*3U75gj*o{6=<QmWb=R+fUcq
z%Z&<?HdG*8DJdx6TwY!(r3v(IpZ;ZsIoF!hw$B0s@#%tZW0azDx11QhNmWK2$>PJk
zWl)i?BXQOe=?))|6Ac-Y#92GZ2-`a6pkq}U|73eMvbgzMt35KTM={kFknOYr+oHuU
zR}-j&oxXH@ott%RX`0;q#!ut5gmNFG$3tS|LJm|@2Cn!ZcC8|l`Fi*JKzYa@$K$vl
z?&9JC<nyJ&9@?J8MK{nrEdvsNZc$MTK!*1KghKHB%{hNW()0yx1G?Gnmag?Lt83G4
zkk5DEKhR8urlrL{3B~;kK*<pEdCFRrW5F1jkVG`}<$J(|ZcjM+6~FJqi|k3+Ka?!?
z(Y<b{AODvj?E!SNu(rN_o!cC5Aa(CPPReV`n9ZEUX6EWo7N2OB6?{$m`X}H9=|k*i
zKD3fOJ~7u`it-RJNn2^BQ#qC#AJ32Mct+Ct5Xcrg+`YJD4K%E^hpeIeRf(wIZaw~&
zmwI@y2+0`(Rl7{N(#@C#7jDL;;L!%K?r=Un)=xOL_UvQLhj|Hl9p<<)s!NfDssu|H
z-cLcVTQ9D(K@m;QlK*BOnQXH)1oFn!@Zlnfwz}H^HYfmhJx-NgfF&s1%HptNGc|_l
z@heRmlZcg9o1}m%=UxdLx&TTn?hTa=cE%QC-G5|=+C6sgEnC6w?RGXnk~cuQj%qQK
zhy+qDE_+-lFkjx@Q3FB7Sak(;;DnR)?{>e&Oml%rL$kV8dYj^G;Dl%`z_x&%&a0N9
zS;#*Ebdl1%PEx&Jk`wrn2j?MO(TqnBG|O1tHQG6djO<B!%Bsy)`T$#vwvzHnU&5F_
zOWD)fe4tvS&PHiDH}n3_NHG9CXl!!k)<4s#QE7!c+AZ%LyVP#2J_u))JIWi!<QEkI
z#-{%4Wq75Sk%4>YLY&Z(JAp6SCAc|>qJ+ZS?CkwhxqrFF5?Un!a18V9X1nSgxaoE?
z1=CkKS0HcN;J5f$GSCGF05j{d)EFbnr0Pl>5C%QUlexJ3)!}D=CN1nE9=XN;J;AW7
zHMLbWSha~xQ#Ge50MCnENa$SDxc~Rh?UI%uiSxN}F8h`4*hav$2eKq)|5iGyYisI8
zMnj=E#5&b)$)%;K7u$fWD4FHGPJV+#dY_ESr;3cDn*fCGwo5heN+T^jz3yxVTDMz0
z3(~1|q611(1|FUd3JFYy6B?=y$)=t8KK(7V<l+PbD*OZSft6FLPCVD3HR#HUs@8ed
z%ZnuYL`3jH#|f0Zz!&m0B>-M_im~j~zAJnSE+7$=JGGt1_an?GtXkM({N)qVOw<#&
zIR<M4st>=L!=8)F%enzEAOhEiG8KWGBsAxQX5JmM3A7^C2h;0L#uRmdI)sstF~fU3
z_3fgA!{kVg?B!Aj;cFEYtKXfGH^}`!W@hFH&qe>5Q<!<%I}D|4$tKx4L7&-EV!+!}
zs45X~2f_a4>A|fVNcC=^sb`mIW%$Dodhd;OTafr^FM&+R4Y?%GC)3D>FT>wUZ`ZCn
zVNAS{ej7gg@=t>E4e#xBTvSVU=;0heV@Z|6*=G}GzW=JJBHfDo|5a1E&3+;vZ6j|+
zU?84Y7|21P#b*ErE-jhx@$voa>oeP(sRCJ8T7FDT#d!hD)3N!INkl{>!*xgm-lLi(
z5DApvj#?V`m?)m#Se>QJIQe$gdd{tSw<Q0_iJ{O@f;z~(f$gW1n&Qxx*IZP|1ErnV
zE|_xFG<O{uSl3{;9A+DbcUxw{Iv^}h=~pNMG{LU7CTDlYY&OE^Q~s-ptiJewz|dI1
zjIpUKUV4U7t@ZZQF15ov!gc$re#5}j^z_en7<gWPaw1+UE5q{h!)?d&MFtxH<^V9O
z_i=GdPh02u05FV-juu<x{9i@3dkmDWm5O)!fp@dg`Ih~k4}UVmyBXeVLDC1PfUo!k
ze)-JlTllNKB;0t2Le42jDp0p7<eN4rXhe!WWjXSpQt$h`vbwMrfl@SCQd&&EXdDG5
zWnYwD2KMWhu9)Yo(sBg#NsNq5e4gSa`W^8O@#S&G5&sCM<iiG`--EqP??`L^|FW?J
z*LZxu2}8bW_QEFK`+Fy*;?#o@OiU1yKYHErG*HW7ei*rLZz;c-gD6b}BGN#VHK{1n
zX<b!m`D6zj2>C~p2xrN37NmdT6@@vxWZJema!Tg)v!Vbpty_}4X*?8ZwF7d$bKFjg
z)>hsRt|*;fDYdgw9=xYQ54g2oBgk5=U^|rqB#MS58<j6rMgamnmybL-jwRZDyeafL
zoz&KC3Gj#NX_MRm#T*+uyRDra{nMvGfG2$V^htD884S)XEiFB*@oyd)LjjTy4Omgp
zd#m7Ez2V<HA?)=%IKG<3#8si{iSD<wkO)fevmXX3w30#ZKfHjL$%u$Ce_Tdm_(?;i
z;A5b(Z81xSMo-4~v>jj>acNtRrklDUN1m0eR}tXZ4N7q|%-E2`UZ*Yi$QU+y+ko%v
zoELgLP&(bA?)u-@mrM+emCjCWJPtH=I#`k>;neFqTI-K|Z?ip8Uw(l$kir`RIDZ(x
z*|P#~z1Ig)$LWSIH?oHTm(pqU;sxS&bz_6ycI;Ut0(haJruG5?c?8g8$hKebx9os4
zK!wSUm%RGkUx#@Q#U`qgALRhtv~pE=o_?<7sx<_%ihKRFvO3H7=9m)T1!RIx-=#7<
z>ZKv;RZ~pOPNC`VEVKxll~nYPRbTDEdhwEeXA#|zJ6yLV;wz5aX5cABf{+<er&ari
z?z-dlXOy<jT#15{Zv}5G`8+%iULI!0rY@y}#4+AhkI93k(5{1xQIu8UNeqtumC?Zj
z2`-K;NFXa@4|y#GWBu&!Ul|hHx0tJSHgJvg{-RZ+(^l`kty6A+0|-ba3yt2ZtE)sr
zM6Lg-=*!1v)8_HKuIozoaC@~?NDi<^&^^@I+S)2*+R@Yk`q0s~@!ibqoBJKmS3G*q
zDE9b~kqH^AJ0}2mT@l$*Ie(TuBE%1urDMQRs89JNV+cvJ!E$~np#wXG0+W=q*GK!i
z)zs^by8#K-2qe#%95yb0vCv>FlmEe{Q^$r}9U<<q?h_SFah#1yN)t&QK$YDs<)*kG
zJn)2{J}Ob%w7ilL9&Qf5Cn2H45$DbG{o(E4X7*w;4Ta}#<S9}`%s{G!4)i1om)$iF
zqW0v6T3@?hzWPM;aO_p2ObHBzfsjB$Mo4$NeP;`gkgv|>p+wOBE`RF5(`lL3(pyKA
zv?EsM`_TV+#>Ql;c^p_O2vH9K`YHzuU#8e^|0dwt{G5WY-D~Kyrdi^3KFQ!dHx))}
zLiV0T|AHM5j!r}0UjkR;<zlQqonAEL>C-j?HtrZhIZiDv)vBrcjtB41dRj45gR*Ih
z>W7tb2U8s8Jo6XLSTA*ngvhR5dHU1jXfH+n&VC_J8{qqx=Zo*}zq#6}s4Q%V%C>HW
z!yC#EWQtej6^FRkct_SUKIw}{WA5x1N;*Wrw|sYnsv~2lr*B5MyKjuVxgW!y;|5e2
zVmqy2joLC%tp`1{-;}z2Bm=+R-yr1Q6ZR;_GwK40NlGU;#I68QKL#kUY?!r(zQ0@H
zWw@<8FX@1iw6CV?ji0`O^6f1}nx4So&DGmn88q^QN3YagFfm}h0{B@}<+R$(&dnh)
zeV6+;?Xd|H`n5!Rp;6a-ony>9Z;ZtKP+B-|%eg<4X*pjt<bn<%IH6Qj)zx3a%&|8;
zDg8$sC=!!Fcj(nDu&f;AUfMWkG%$$ku-L1I<eISs<J{RZ>mDAR-WEXLS^-R@ne)f$
z>~FRJafay1S{})}=8T4gxtB^dPZ<(&Q+PQN09uBQL56pmQKm3JzHPo7HdIg&JhrP=
zjSsHTbr79ZdapG9_J~C)#pwz9SqLxQl9TuBA)e7u<n+7!LyNVAsYHl(Yey?}idv>1
zr#E-$3n((}{M88!xZpVG7?7q!ckpm<avB>mYHNknZzWzpmA$=1=;+LlfbMg^7(2)*
z@Em%DaamFKHBH~>GTi<;hLQHEAjf+V^Mu#Ycq<v|kxH}_st`9R@?#(V>Pc(G=5R-&
zcl>*NADtwT41Twzy(^?PH#@{GCY@p3F0@h;I)`Z2sp1{OhlbRlMq#t+{(6LJeY7d)
z7J3R|!Bu**M!ddKL%CN1f`Sl0?>02djQ_gT5E>f#AtOV{<Vz>w3A(f}i4FXhuE+b>
zS4n;vI$hnlV8JBK<LHVA=lK&Q0?nzii#5l4s`qD=MULrJ<fp}S5lsS^evVso*;2AY
z7@Gd_Z)-Ypinm56C5xabcxdP{li+QeA(7Mrv$1E@{@mY$UY#E597@qR<zL_d!6M^m
zY5a!Tn3U$3@JKd!$D{AS(ycl!d@Fc0&OMU-QQ>2ZN}Sc%&zCOamWPE#3L0pY0@7;V
zoqI2DOo^{=TS<fs5TChO+CztSq^OvT9dow@gvh6;b(Jbq$I>4M0@5yu8aNX@BQ|pB
zxD?@&4q>Ar!+$%br|qpPcc0sZm%Wyw=lyQ|$tlk?%S&ebVkJe`<A8Bs<D6`iVXP>`
z6EYSC3ZpzS{N@S7%;YP3JiRV_K|HO=&+W3Zrf0M!WA0YGg@f!$!ULuibaV~Mzv7kn
z_9V_Oe2a>4-f7G^D1cd|Ovpb(9PUn~^fu4(6rMJtiG$|${dw<2+vSTq*sF?)qR;rg
zY`@fW6o85;OGg+bh){6<8z3Mi@SBsTKN_4)v;pv<nnnz2kz3L!>0EX>2gRo}4*wxT
zOi=Lyo9&!TF~HSd|JFH~vP+7CMy2V=r|$HV3pyugu;bR#j1jLR+)Krnu|W0%ngh6f
z1fpJr^;Gl#?Z4YpzG+fBJS#T_fmv_M?XXmfuCmhVnLzaK(8!WWWHnszP;LWmPNU`!
zEMo1vxdk+A9%(EhZ(b3Rq1I`q`>SSK-fVLF%&^?;&!f7(A)>G@Iw=b={i%z{)k2Us
za5{c{oZ+EA>upgSw!{F$ZwcyWTln4gL>H0~cRZe1_P<q+4DC0-3VD^EOFU>TkXa!`
ziyFP>Saz2?$^5S)@fn{BCLVV`FnbFYSkcJqjUjX-Wj9W|rOEe_*qOBnYp>LT!{_kp
zVVtVJzYBH+UJ%BtEp!t~g_PcQTN@KyVFN12W~(gM87;b5J!9<OB0wF`0Wa%IKeZt{
z$RE$gpEu9;#3z?vJrx!Ba9F@=z~e#G7A%)@*Y+p)#^mIMag?9m_!#ON-=|FTH%8|i
zJ32VW#yl<B^MsfCvM;bZ@q?vTOisj!arwFMay4eP>M?}Z0%wwG6FiiD&|xoh5_h$b
zOhx&VsI8l|{H1R~RJJzj#_4BAYsJ7^{Xf`WLq{kAT#X2#RfbGltT+gb#M2IKc>x_t
zfn_l3YxQG-x9^bYgNtbTfSYy8I`ykm9KF?Oavrp`#gqz6@#fAre)<yjx{_)+w2ipy
z&eeqO0ILVs<ZNT|@W7F~_iv}8DSVw|@N?5-(d-*(84K)<7>d^wh?|==M{GP?lecyP
z6>>~`be!R3tfQdL2rO3xhp2c)siE&B7<W&xvESVgnhr9^{i-31Ag3Tib1}Jj!lW0+
z*^Nx39JFEx_*s@@NaTY882TJFn-wOB4#-V%Y%so{*<fr7vyyvEraGKb^*pi-U<Kj~
zqVLGGoCU}W_k-|q0?~3vCY{vs+#oyC_TT8~eQ`<F{mw?$6WYab@gPfzwAcr0OqG}S
zkdmOSRQCf<JIghW2vOD&bQ2?I>UZ_;k}9LZ#Cmiuii`B58*3$-VV5O(_$kwVG|PQb
zl<04h#rLZ#d{>3>M3c&HN%gn~^#B+K?D?qyj{_0$xOuN~JR@tp@wRiwb;LDzbtR(S
zE^lf7Zs@83hv02^xL(EGfNxBozl`9(#gmr=e48Cssmes?HHS8@u;Hh;Fii>`;-B3t
z$jjCSV0W&>)9k+vMs|1MLO5K!&{d6m9u)bNpYAze{@9l6-*tsdeZO@UzUH>R9E_xV
z5W#M;S-^DL6#IdNj0d-yD-?y{sq?dwVZrP6-^&xmS8@*0!YT(|titfqhfDa-`${m>
zC>D{{9>oC2{~5rfiss+6DNd=Hnk1IZ5x&P=z9|byNqpE3;PX4Q8~ykvusar8aWkgr
zy*mOmo?DlM+Z_%vaWpQ!v6ll1*;YoVm@xuT%@uE;7}5t6Kwr2p=mp$8#8B^<6~vL_
zpuG0#-iXa|P-Ts1rjf;X;DU2E=lDB?#b{5N1U^J=mQgv_V4B=^Y68{9DXi8%Th@|^
z=C;{!wz}MJWSt^GxL)}%`&cKvFb?9>M%?^Smq<lTyzGJ-Lj}_Xxcvzw<+T(;5weB_
zmTv<W^3i^I56XY2;LjWS36HZg*KVxkMT~biHkhp+EFZDjKI=L$hsbdd^P8n+JXF-W
zJBzl!p@CEk>l|SX^R(R6VGA}Ps-^gTarh+pH#?6jP+^R2+FwUxxGQx%LC=u@9Q51B
zLemC)%-EfV3EBa@6J=>DbnLJ2LQEhe@Q~v13qx~$Yw;7Dt|WQTAKHfl69dA0D;=QM
zKno%-Iqn$t-9O>870VsXnM0`mVrxN-j1zhhlD+7be@^{DFmk}IT45#jjg<4_(C#Ze
z7il5`fTl@dvy@)@bCte=B3pnvJz%Y;Mu~t2NfUvl_1#0CFDBRMomM<*_rBdy2t~g-
z4jDyLh{U(Fv!V*Q?w8S}8J|P9oHgB_QY%L}3oxH^ryxv6-nQ{<Jt7mv?B)#3sc0RJ
zij~?jTkPe;e%Irbd%+H^aHiO80VRUa8lNWI2j4pljj7i!->Y*u-d<yB`DviOaI<-;
z!S_3bw=od9AU4!{78&FJ37FTsmDzkmSI0SRyJE6*!ljvvTJ2gwAmaln`$XhLj(xOA
zmsOfFQK)1jbJQKz(%U6g*o5W)X;A#`86oPAM&`8pi{+~6FLutnb3ynS4{eC`{c`^D
zxg^k)Bu5%0<6~wk;FtLXaSUR-5Wkc8uKd+~Bt`D{Q>4Xrw$K)(FxR^Wb=tCXL_ZDD
z(R$jylo2Ik1l$@Xb7IS611Nguy(A5rn0kS$hTG^^6ZoifGP>NG8aCnG>J2o(n@L^)
z`7|`YxQrb3RJb*J3PF0<uPrz>k*mM*XVFiNBzBM@2%uJe9QL#?px>u$4cw!qWP5#9
z%FSJ;$UW=SZ}P@X_QpSWd{T&42+=*iRB@0diem*sca7v$1iXcuP`b+l(-A(gRony>
zAEsz45$ESI-xnB!gtSZaYlf!GfJn*U0oYS{P59(u@{w);ITVl0%j;IhDxTssz>19)
z)dqTX50zd=(>+t;7~&e8DYB!aG7Y%%N7*sLcSp#d2NA6lCkW7B#`34@9AUIsv%s3i
z^fs=5%@;2YrLz9sGMcktYv(}Mx)?u}=3^ywL~dDi3VNV`y#a{J27Gj38PXpmKbI3a
z)wU}&D`%Pov{Vw=owd8O5AF*&@_~_G4&{FBOEnHM1NW+Cj{^iLUV9H9eMIQi_Zg`L
zW36b2d!^!r51@93BaOU3BH;D4pwCOlOA-7k6{$|wOj30|rejUN^*GSdeme#)-WW7z
zWFcb{mx1R#Y2P#8J>YqS`)=ghzq?!i2-Y;0f1DC}JU%ifqZUM)FlL_mfdnlG618Z=
zGuHFy%nY|BH1>`MeA~SL1vdIs{sAA!&7t;-G4#9}w3x=9p5^!F`gdckQ+h}Q#l_Aw
zpX4tspwdWcJRje@xMt<Mif~?2uvMZQ%LcIM1n*Jc5rGXpIQ3PT<i+!WTeK5eT+7*|
z^cG6vn*youRfD`g@&rd!oq&X5{r+z^)vcF#R?+*SV;5k%3ekdxC*SZlRh11HMsuX+
zoVHAiqo*5eY{Sv?zu0g-hKICQIUNml`_Pi%M)WPc4(k;IqR_QKsTly5o`2)C=?P8~
zm7F!|22QK%<|4WRF+b3bBEgpu@yGr~ussauw>OMg0hAGav4twjdU-pfB|;xPK{6{(
zy&r|@Lk+sE+hPl6<M6R1&j3q0$<RmLQ-&A7h!myfd;8#6KuyUM*9|NT)PjB`NF%({
zweN%1BJQtrmU+z6st@8QX%tJUzeWrQ`)D7@x2K5b?R--TO?j~L8>rTn%>Pn8VU&Ub
z=qj+xmEp88G_L_IYq;cB*FooNhg6XmjfgX5>n}y0@LqJ#nYWe9p{<alRSG$xu3=3z
z5~4^uEp!lN+TEOlwEM9GiCu=->+1zOj0sf;MK(yd)%oR!-nOaHr+auipl|3SI9&dW
zESmEP0`i7Hl?~9+J^<hi2lv2yw`3@>s{-^x(PWrZ?ZUWX_nJg6ZJ=EzkBc|zcITSz
zS^aKG8J-{WJ$Xp4g#*{%Ld(KR3*HY#lVD5)4vzQ(ebH$h&EC*T9T1IQAmzSaLvjvU
zd!2_KleGmi4;M_?TOudv_MNIJk}vN-dzaT11*zngnGlG}nn35BtA5q?6(~SXc!6xR
zh_i}j4csZ{`<e!bg&a!FspsW(`mA>gmGP?8Nf3?2&TlmXPl5JxcINZMSt~+jM!|_G
zv#Tus#rB?-h}4#d=?5%}C}P^uGny$b3}02kJ4ee=i-9d!PyTXGZlH+(WHmz@xH|Z7
z^9)k#eXB^3{v41%GWhMD0)zcPWSiR!G+M58Ahc@6(A=G!OH_}N;JH^;C>$*ye(4&k
zZ1tNSLjvOBPYShw?@j?IPl{%Cb#G-}Jt)vESX)d#J8b)m9H36_e8X(b0~FhZs=Z4)
z87MKzks`bu_A~{Ri8qs_+pg2s_<yYU9|}1q>b}H#N=NBnwCIu1(pi6Bi}WO9?XjBV
zK(<Wb?yjmh&j3UdmWK}d@7u2#FYcNHO&3si{!3y?2ac;UQ|UQLvDsvL8s9X^STPkv
zesR~&k<B5PcTZpUg=qv>&3S%emVW)U1oi}dnQSyyU)bpa^y>Mm$CD&E01T$BK+F8%
zfGiRigcp3r0;560<stT;&8ae4Vf+OEl8Ox=B3$^%lZz2dxa?LcB|?BU3w=c(nUwhR
z1pW#vo~L}BQ)V>!TR&zWUuYMH%fg)2^sOe5Bp-JEw-;a*Amu-QeemFWwjpC8wb;jo
zEfWu!Ra11fcP?}>*3o#aZvU|BdDr79lJV)W=`<luKIO-O;u<$nW!HBi%-2u81QQE$
zgaR&p4%DRU3A?bH?FN6pT1%<t?#i8^m@dB(1pon0*W+}Rn7#UT8F%`WeCGz;10Mc^
zzSh2`?C6^+RG*r335)PjMMavZF>cWA??q$PckJ&-CrQ+Gjel_kzBEDaec1aTlDs`;
zg8W$oa{|>zB^NI~v<}Rx?<7rls*mrsd83*DcVBu%Fe&tKsRWzgV54r>^RTt0`q3o!
z2VI6osS<1-6Doe=5by{ltr%^Vl!Qs#@jmpxm3%(xIYLBcW#G|mgsXficQ_2}UbMxK
z{=;-Sc=~wiagE-#eV@OnG96$9fl7hO^;7NJ2M;J;yS(JHhGkCvm|%YO>?2i{lBQE4
zA#_a0N&j$4Pij8l-F=#S4KzDf^Ej`)_W_gCHzi69QuY(d5w5;-4k1f@+za%9P?1PK
zPOIT@O-H6V%<xvvk~Zj6YFGJ9h|<mtx#x@Sf)4^lGEiI@T3B&GTzi_#*~E^i>S>lo
z;5qF~e02r;Io=<6@JrlO_0)_sKQ`8ftk2}1B|OTKG4rAi4j3bJ!@@BKtm5>bpcuN!
z+%HsWB~KnZm<H_G;L1##p|Eo`(UiiJqwZ<m<QyDv`gyULydTt(fxdCa9g~Fxh-(T`
zyioyt7TBLoG0}5MoW5?pFPqRNEpM>$6vGI-TSo34$zjPSP^5zQf(#%GkXSQE)(dAk
zXBM2oS#!4^02-;htM09@UNodj@CEAl8DY)E&ItW84e#2I?5bd9df^}vH~{~c_f?gk
z$km1CqDU>Chu;G+DZxE4hV}Nkz;`KbDQ*&-gwHR3V|Ju^Uf(;3!I)iL$-=lw-J)Sr
zI$8u_Wj`h5BSpXr30NvjjPzj>?={Eh$6v=0B~uyaR(kAJmn7P?U7Vbc>j_OG_bNGF
zK;gc~)rGk^gC>W0QR8Sj>~?1`KxhlAsh8l6XGfz5<izu8p0_X1@2;|KnZp^ke@f>q
z%_bs48kBr29$5?pWr*;cyv>dRN+(x}G)k5tRtxP@uDm7f{ruAW5A%}^Vmf=~vStdg
zuNj~7Rqd9X2EJ4ajkg=QRs;LPs)kOhsFr3XdjwObNbol6vq*uBlR1uKfchJh-9D^(
zxO6@1W#x_n;NC#L^77nh$WP^Hk$|Mz&m;#G>kN%&vKRjkRc`?m<@be+0z*hMB3(Lw
zC`gHPDuaNOibzO00^-n(#DEG6U5a#xfRc(s$4HBmbeD9OFy!1bzyEjd`tDjTaOpey
z)IQI7_OthU=FqxNnBfZXYCiTo4_mNu0J<nr=u&;)QliZv*L3^V*Qt%K)2&-;QyV2x
z_>Y5$KlZC*D5I}|t_-<mGACc}^ykUbkHGIn8i7kUcF1+Qg^R`>^-OSR;YPepy-zyB
zv^&v+S_WUC^`v+<E$pt$-4Q9r8)SGhs?2j}K*cZZ2D4K`#%IcIAz`0I8C?MddopDB
z=%IniU4y&8F$fO&$F+&1StCN5SNL|+LC3)`UY}P#j3z#KyGG06+kcXlZh>5X2QSZ3
z`F!f-&R6S{^mGIqh963pt<7G{(QNT-A#T=p#l5|rco7{FN!@$KV%cYeXzf+%Z5h~R
zfg~*aExXF8W#UflOTYO!>uX^82l<-?A}<XNh1LX3_Q`N$KTJ0A`E`)`2cP<_?`=}P
zYY%U{EsVIq0C5+y{<UBZSgSgf5S_lM&%2w+E(g>H%jr&9NwLh`WQc?$afP5*thsXi
zFNu`YES%8jxBeTatrl!Y>9ZOgNz+T;CA>ob{;oV)OI;rWPMB^WANAbASmmw<aqU;n
zM<b>qDWZZh;avsVx>~YP;MeV(+Zr+2whwVvNzPiPeRKXkqJD_)olXxmG)`aV!IyNs
z(7nWW&FT_(tvyH#6gtknQym%@4l>Dq^&xY(Vto7;-SW$!@$up34xbM>kr>S955r#r
zuTsIXx)QqFI^at_w&xe#s+T%qX}724e>EtNU`iLb4r`qzwDw<E7u&M!d(2MAsNq-L
zzh?%(E*Cv0Tt7YvX+A@A-+j6%`=E5;<@D*&3s}=VZ~UAV`qKKl0dGJ#E+A#6iUq<D
znir98!e#<DzVsZWH1N(#6z4B<3hjA)*qpaqyqjXrNJOq0Gs^vf|An}mgS%Ex=7(4{
z*C(!lc*<Nwq}!ZR<nisDD`hm^960EXRu&X@yA0y}lY&hRezsM)y}7XJRq<!`+Y7Il
z#Z-wCw{9{;lMBx2FX0!T_3j$IA5c{mB!1v2JK%Mq6Wow+%_R68Iu$gj{x$lC_HS7!
zHCw|~k#J<hv#p3rVOd`HoX9=6S`7S4U)|jDZ9mG>G7^~HR`qL3h2l#|gn~3xZtKqB
zLokPCh_2os$-wq=Gz`{YFflvVY}Q&=FP>RyIvG>+o|QbWegE^Wf0ZYk{H<?`SH^Lv
z<maA)^f%qkzr51jC`MFXxOqj#KCJRGp4|&`hYisV2@kj&zTdVxuBr4Bm5h=UK5A8K
z`6Hbzns8eH6FGgPv!VrN=v~N5Sa4N)Y7>fK#|&94*~W<^yFz7ItoSnWSa|2^PJAs?
z4L)gTHq+5K%wzK>k+-g~9=-OOUL2aOy)_dBI(B{06Y<!wQl(u1HGJ=n=jer$--*<Q
z8Qn1CkJ(%kMcNzuz9^4V`%Reb(2LXp$AY}C+2LP91O+(+Zx#w6?ZT?_?dfZOdu5h=
zF+fvht83Gr@EusWkH0)=IkIE>IWlju%i=_ZqJKDc=5Me+Qc_&9P3&sgu^@@)!eBqB
zDD3254%1Z@7~&3poBYmK7yMF$eDP$PPeCVfyK6$Fa#W*)C;8WpyI&&LQ?*|h39y<W
zi$eW>TTMLMS$*d0Ug_3wYMDRUTi<1e@v-N7q}E9Kja&~xCP}tnxL8?7g{1mYQ2O%b
zMhw$Yag3gT2rRk?cdPAl4D#mIY0FWzp`R%19`6}W@A{tc^p%U#pj$*phjj5JBIj#6
zulD~vQu$Iz94YP=R2WEt+>Cv?EDFhJJuYn8F2?AkZLtlHqloZgZG6Of5WzFGcPDMv
zpKji?`nkk=Yy9=QbAHK%f4cMkd<7U-n0lH*Me+<?-IrPI3T4;)HseVrE@)Bp-N}`i
zl9bmc>18FZezR5K4acQo5_yNzb#JWc$&~cuSLNZ}(H3G?kvu$5J#BC8-$$$Bt1b6i
zE^{&K*u!sqoBIY2RcGYjo^aK(G0nTb{n>0kZ^wellvrWh?@Vq7A1NLu<Dl3`dbZ1X
zyN>jX9XEpzh!oGpx`C@|h%G;eFVUu1kZ>!no>x9Y#+(ap)^=|*LgxxmC+~uvMKiE5
zH>r)?ob+{((x>ors-CVzY7-4qXJs=teaiaE8jwi+(T`r_HN*G(pDY(N{-Pmhx{KZ$
z{p7<Ydxd*r#uW+apXJ9M)x0(PTsvx9u`lsy|Buz5+}7MU=7jr>t|DLleCcud;U*$^
z{X>%Txi4?JeyZ1&WE%}p9*J8qMzSr*XjT+!-CcQ$q`|USSZPY4XJ<nR+ZY{%<3O}Q
zVvLctcX&`7SQB5@Kd6m!a&HnN%VIO{ir#^qdRTfw{;$3Km_yfpJKTKt)ywQdCA{!C
z8&_)J?r&}?=;-JwpF21;Rp3=znf*ZB8-~d(?a%q(&!Fxb^QsQQJGJ*c_~pe@1H#Tt
zn168#9U__$k}%PLp=(}Sm|;h<iVC?B(h{)l5N@PHazyoQ=R9UEHzHQwkW*X8Kp-hX
zy8?4~oZuwZHc2~4+gE5P%JL~(!?&!wEI!o2qPN{QrhoR^q{|~_7Mpxhx#44EL9m&Y
z<$7aUYqbHH<-P19Qrj2!B$p%dTRCXa_rr<b>)quiVjP{0Yd*QR-=sb(JT;qoymF+q
zqW=8JbE1TZ9~R5?!Ks*vg$=LcM9kqw8DFZj)eM%G)3#SdMN1t}OAK+Iy#p_f&rfT;
zZGPs%gG2ZBd+C?Qsc(~Tt)FcM@I37e-rQF4|6Go6JiN1lB3saQTiT0oC&5HvHUuXY
zui%Qq&ze%25`8bj7&|n(tZZhI7x)$nuq?9b<}4T8ZYREf-4BktW;%;7zs)*47+%&>
z36~$Ip*tuu{E$M8W;GG3Zyz83@=#sjW?@><SkB8EWE<K>1(#b5$LW+U`?I<#($tM7
zw=w2LU+s4>M#?_%Ks)eH;0{*u{azpFSMW^rG=%#L%lF?8x!(@}@UL&AfPi>t8sG9z
zv6i$>FVrPSTK?$%U-z!#+s<DzmB`EP933j_6$Wx5w3&5(;>l*Ovt$Ut(p5g?hlP*d
zkADus?FAdt^k`Tvl^sMIvcBhfmv>)dZF3{>wD)w@tufR}x~X8ovdgUfnPa&7RRF~s
zH>Q5(t1ByJ_m$c^*Sz7NNp?wIxW4FWJZvqj7EoGcK3?{qCA5xhHxn{R)kQH)5nTht
zvhLej-j3~`gdI=}kF!LHA3>b{p25UNOlp5c^)kjqJ3I>@qi<}8UO|hQS0iuPQ9d$N
ztW(cIV9b7rjGpO@-kvcokYAHZI=*$lN^D_FW!Ic`+9bbXA;MR{iTqfNc_B3MpyJzR
zf&Rj_(9B3bOyasi$Yic*$%Zd~wPy8!-j<&3bGkose~5KOFZ<Q4uIZE4ITqJ9SH}6Z
zvq~@~C8wwRj~s4JK)BT5b$zpT^Mr$QOl=}8f@-;agl4YOYBeZ&Nb2*c<$%H{&P%3l
zSat+KN|QzjDGhqRfn8#>dwYGNWqPmPUU;lCF<#hSc)D{qzL>LEUWsm0sDuUdVd46+
zoLazR)a#bRt1T}RWGKzKz8BK>^wjel3!;^ckjs$${k^>{DtBh6UF|vl(B%GJyS?0#
zo)69a$A5<2uCjBmtr*!>ZW$OI%gc;TDpj>#syb*F!<lG2@e;RdWLKaC3*%DPA?gx-
zmeR&f)TG+<OSjABLFr8z4Q?!UAqcF|t1A|{=>%A$iOj2(h(@Cu`C8!&%<N5Rsp_uB
zeVz)P7RHxS@pIZUl(eBadO!6k^if1_OWjVkB7R7G`1iqHzNYwd)r`sa4_u$+U)sMS
zO`|O(=cAvk*;r45HLk0i@E`Ch+)=>(QfqlOt^IE`N}>{<kKG?Oi4lE!951zVd6gAh
zbI~txGX-77P=wiZ+jX?Q#tIR?*^_62x*+jewTP93Dnv27o;FKRGqo!IT$Z=<js%7L
z_4Lq?b4E%)Rxp|P7sTZLE`=wTMsHO{%2!@j?(u;qnNlnlL~Ti;M52%=nJG_Qk&9wX
zMWgSopK5TU#%U!08;(qTEZBHH^Cwn8(QY~8uKE9#LK@{#kveDOrh8m3i{8dh_4%u0
zF+PYze%IM39qnD3@3y}=)>LuX7T%b9h#Qty{QJ7%%5l5-tJItG4Tn!~z5_k`PiOhF
zh)098%>3bSUC-RQL}SsC7NR55NzpzRPFhTljS0ua+D6v;m$xm`&VNQMS7>__t>Oev
zTDPN_j#I;>zEyimq-sf(fA-eWTJI{06?47pmh@g0i1XW-gPEh~Q6d2rC~AMnsc!}{
z4Ebn`jKSTA(Zj5*F|OQzxw2bJ()!tLJpgRe=ik=ufo2$`eU>5*c3inRQ97%H^LdS|
z8!mMEQnF9a9UiE%9T=F<%<>gn{*67}d$10j&c*N|A=W_;hPO3zFnRH3`@3qSJ0&~4
zqzz+_A_5*7^29~YuA_|Gdzv0BO-rR@CsSU~TMBcUQ>-?p=LAe;rZ=2IY~^@QjaiV>
z4Y*)TBIE<m1%HI;wDznoz#37mD6s#mwc=((zwyjn6Wmi<7_2*9#c*lt88AShfu(xA
zizjhx+Fh$ljr0zCf%!kj?jX;RV%tK_N4|Z3Ns>-jO?U6S^V+rGrj%=!Y8p5C@#p4V
zYQ*{8iR)|&4COrXlV(j0-4Nz)un>VZth;%Jr|@oLl^8Mc?Jx|2^Wlt;J}6&kf@`g~
zm|{lI>TUzR?>nSy-)!_-hjEttqP*ClV@EQbA)Y<{RPLztWS513k{xJ6_JZRrZSzsW
zY8T&vE3K|arsZ;qZ2I3+eH<cIwQi|10)-lS>*J0fbi~i1#7iNyvL1$+?Nd|&u%B}P
zGLBoDHoNMDW3<R~PnJ~I3az$p=l9JVi(GMV>uLYo94K_nqs)ynorc%xpAI?Y0|2P@
zg3~Q+IZ^gE#<AcRXNeq*3LuY8_bjg4Xuojov?TZ9(#9`bz(YI(Y1iPn&AWL!c+J9X
zC;4tg=7)2lFo#2MyzfN>PgDoIxUPTV<%Ne71sgiO;iCSjPjB_8&zB@JjqF?`XbXZ-
zF*F?*9qj1oPY12_?Ts7PBwU{$Rk?3Z-dsz&oETIoCSxrINuYRD`3$<t;Y5Y!%>2B=
z=<yF~XE8mV)O&RCE$-%d?QY9I)v0x!hKtg&U5~0&$@~Jnj(6f-^1%Vylqsd6C1u0$
z79V<Ray;yBx!>QHW^u|J)~8mv_kx5lg_w~iA$c^`8l4RBpW-2DCh#}LsnjUsrmh9~
zE(M__Wh$XH+&B`+mYCe(CLP14FxZ-Y7a4s|=S%rZX}&8Z-ktTfT76$%6+GAfbA6bl
z*w%mUwbT`dtb)8t&df7(D{_Gxu1=P~K4|8%t*M?v2tRBy+))0=lX<+_FxTJc$Koa4
z*Zgsuj4lE6uZrH%2M}xeTjG|pe<eS?i;ig2)_Ayk$7j@_B7#<p!^om4<Dc5PUefmg
z`37lK{gB&56JjBsX?Ue?8b&y&Exeao02~YEDC7JiWlGHe_;TA|kjSltsdAc&e^;;g
zQ+?WYr$RBE&42D6e>}`of-swt8)hl7MeN@H%KnuI9fP)g+4(T<UrJlw`)nE=wg-U5
z1TsdTz4d|{(KsC+2T1u+Np4Y1&}VwRYuEP_E*PJfkx)0#BQNML`!;u@-lo}Y1%J@}
zJ+NS9JElu$z~QF}p#i;PZlZfSH^9MTI&}0k@z2@xZoQ<nI$Vy7=>j${t&Cf~e#mUN
z-<gi+tzW5R9>$YR2Mi|vM$Nr--sNS;?z!RmYVqHq{f$ZNcoU{b$f!LehgP_D=DIq+
z1ek%6UkxF1Qy~&yKX{Bm<8-wMy=_$<;eIil@>ap!P6To4saP3$W&0gUdBMKwLmWl<
z1*M&;Y4=So!0OMLPL1`;LL|wMM$gI;&8%z7jP7Y)k`0qJ9Xomu;>FRk<JgQLGK9Yg
zr$Rw@t9chOeqPh}?}G@UFyS=)^zG6VB>34}c>c9*&wNA-DFy^N&mL6#xN?l78h&W{
zj7G&2&Pnj+y`taMS*K()nr!z#z(AN*Qr(A47i)h-FSAZP=k<B{T4aDc@A8tvL{BFP
z`oX)hOI1rF3~cnfs|}Qbo8~_Lvg=gCn8+2UTjQhs(#jH236zT0#b6$!yfsl-PR}jw
zMKZsRKy&^zkk><W(PHh>y6b941n~ZYCdi3%rN6J1Z_X=A{^PEJr~U2lLvSf5LmyN8
zj1sL*(UJ>kTDzyDv?pE|Q?&G#m#4hkU4U7ufYRD>Peo)UfS9)?#u9!6b&uF$Ua5k?
zGXGqg@L@-AlVp%YgE0HKMeyag9;?lZ$6MZZOrl-vtp(G|We7VXKJ6shU&dRZ37)IY
zi&js0i~%>^7M`J2(e|ccajy;hePY^%-r{AAzYULYR)g0qbU(=)!wOn{#Z+{v`@nM(
z3cey2ej1K2FmXTdJd)X-o;0Eles<MgCbDiwnwWn!TDV2==|X9bMR)dB)xZIH)QdF@
z$FBOgx<Q2#fg^!id<8c7;pnQKRD5_IMDNQAOI!u+&sq0|@Ry~b+P1j9)(9@0)D+8U
zL(2)2<zahl>|AZ^yy3732<@#5E(D)0%eMyH)ghk!F~s>nF5LL7ZQREcb=}9&OUn`H
zsxA=M3&hSAUWN7hoY^*8nLn$~Jk2}UFY(C7>|};o4a``L(;FOkIk(?GFkC8qK`^*j
znp2j?5V&PlBO&N;#pjF9!sn&953!#sQeZHpC7n4u&5i@2OH^`A6lS~kXX|o^_4S?E
zAEw*WxaowlHLsq!iwN!m9hu!P5GD$f@UsucLb8wjNdw=D+>F%a>Rvhc6RF9e3MjAO
z0Z>~&2OG(6kV<hN%t<{V83|6`ha2V}OF>t&xNBdFeej5S=Q~j2HneT^3y<ANo$cp2
z6-lcSY!u7{W{rJD*@l#*)Rh6n0kheb8)fBw^78w<WR588@=FKDWxGhbSIrK?CKFp;
zgOB9(pfgF8OGIyd`C?Po7N1W?p+ZNTLMMOE?u)7xFuPP3GW}yJ>a=JLZx+Js^o4HR
zoPhxReIt>RxfBVarH%Z17Vvj;<2{U3gSI!%;2hpzxSl*!YlX9u*CHJ8J*5pYIh#(C
z$0BFvjw_OMj%RPfFFZjpY0$sm^=DM)QED8!M)YP)HDb3t_@o!6u~i2yCXqt0eqwJ-
zkfCih6b1Df8uU#%UZ*c8aF{KoxE^<f@lS>H(~sEl=4;<rCJ&uf;#VfJT%Qh`cqVSS
zQ=K>Se3wH>4n+;UOJWFd=V}@~_!hY>o&g|+5jx(6&s2lIF;eH+RSpur4#k>0TQlc`
zuA(oNyM;Gy6f7*tw^h`yP@r`~)-ysQ9|@j73aavwm_iN9&iY)H6b`JkmeT?HC675>
z|2xp0@G(*SUM_oW7~1`XInza3(w*7HAY@R>lAC%Eif9Hiyi}X<5I&BvmJi1@GWk{`
zpEI*8=Kk2!v8Kp+DSwbk0x3CgP&tkSpo63y`3{;$<T7mooS%pfi0mT%oFF2zH9e65
zJpYpOV<^-`9~^H8?dxSEE5!Ds({>GaE>&?QSw*rr6)VoZegL(r+&kghU15UY`rj!z
zpa$M-H<$45U|*vn{~6q|vnjT=XjLM#u&4UlIJq$%Q2Qor*5+Dz+e7r2>FD2k<eppw
zJ|{3(dXhBng);f$Kx8q-=|@9f-OIyLY>aaNB}1HUkBOE+eduV1*jC11Z>_Y&Kerpx
zUvg$b1=oe1<!#?m{*m_f0|jwMWcR{afT2WoJ1OwLYf|^{JZLm2HDCe11834q4<H~&
z;Xr^ZVV#AO(La#L!;iO5KS<WSK9YHTUA=Nshr>Md;-l&lk{6K&4%n-RVr#E4$3$+U
z&Qpq+<pkc$zLy+fbP+b%C#;SfejF@^Rk0bniV!XXIGm&<wMm&0cR({zDLKOnyF0s`
z$(dE~J-TIOr=s3!J$0v2-g528YJS9@LquaxYWTY#%0TNI%KnKmP$mFMxIAi8GwnMk
zX;K}>;p5O~_g6r_q6pH&?&nu4eLLoct}d*xE1n_Gt!!v?c}2d`s#zaj!!7&AO3}2<
zY@Y_Ek7jqO)}dzo6S+-0JDY{R{2RQ?#NG;=a8hZ(6R<EoMJdHTaW!}@*B;<rLOVK$
zF5Ov8qyt%?_;qG)R@;=`ge~<eafdd$!}lH(a^NOABFkqc7lM2&g4#@~tVG_aohVrf
z^aJKK{swbPvFiO1eO+&KKUbiHA>K_k6Y+crem_6z`t2w9+HiD7vQKT*(eqh(Y;#)@
zV#@b+kaJqJva+Xi2KtBk{xIiNeyR9~?-P9uZpWflM~|yc3}fT}o;s(i7@M*ErWdyT
zb;0lFyaVZ6|4m6viFmShqolhbQ8PJVg>i-gp`G<99IZjoztl8i^2|Ci`O;+YK)Z6`
zasTr)r3+CLB*$dTO2*QbsziBtIfP3sSM{{CF2hvrMpRi}`HujF9r3zTMpk#)$f_ab
zIk^HwYhUketZ$vytfG?a9wqnswVSuYeklsLxh%D6uZZ8}@`l3~>R6EuSrRxibMp+d
z`qv&=2(-JS2h+|O{N<~6zSE&1CZ{tds`_9v4S#=uzf5qLj6FpnAgVY6E2e2a;(&Es
zX1~lnngxTonn#NBJVWl2q(kZ^s}11`A7T#0#RV2Ogcb1Tv^S=xE9<}HG#Y!TN@~%I
zEKb#L@BPdM7*u*yfiF$m4pC({tE1hS2ET95F{}e#vP^>jGSqKV8}ZfKeVV+%|Cp%3
zb(c+QbMMX@aj{ja6~$>3@kBNVH>M}>+|-96mdDwPgFb5-(GP51m44CgN$aZO{)?uJ
zp>)@VLMcgr@R{4aR4j`YckU*$W&1!!`xYS5)wBnfoPQkNh&U3p`8iEiBvbdME$@Df
zy4Uha+IsbmqtB5mO84}^Otox3!9{4K8X=Pbw6j>}$0jm(tfeZ@is6a#4N+@XZ3mS#
zt~_P={&EJ!yk*w0##;zbnC%<e<n0~iynh)42Kg?j{8k7v6uNtjFtF=|N8HvZO<If8
zMBkIt2cFG`URQln^l@IU#|Fo@CTnBKd|Ar!ENPjwGI2@-S0`8jO2Mn@n=sgB2q0f}
z3B|`ueD0LCZL>cHW(I{>Y)~YRb}y)xY=eh_>&lO~rl<F%0P7;s70B=no%#J^dZ0tM
z>*+U9@cGB71kSP+WIQ}>sONTme^zgJ{1VIl@w;)K@U+x%a{5Pe`AMnfW+X`SklmxZ
z0%^78rutn?_0&Gd-e-P(3y52Z8!h%C>uziVr`iHS*VZ@aq0qRj!ABE5A;h*RS?uFy
zm*aHv8oq_0%VPCe&WD?nx4rUk3#L?46er4A^qj?tolXAKKEAyZ;3!l}aDWM2i|`GZ
zX^vEqSo!E3QgR;#dKsIl@Bf;FNkmBxJ|0$jvC0T*R`uS>i_5I9dM#pqDy@yz3>7{3
zz1HdNHB(!MSr%53JA-nsXM6cMZE?O9kT~hODj=>t0G2PeSq=e`G0Bu&_8x0=h^__w
z$rPF{BF!L`mjAaFAhDK32R{Bbr&BJ`UT8KtEI+B|aTy@qS5C}G{%-A~s`j63f3XE2
z0-+J1eZ%kB&XA~zxUNxc0%U%)HoK3{y%0PEK%_4-fyQgh_AG4+i+w)!_-<lJ=G^G}
z2cD~#)VReErIXkj)uFKaCZE{65d!-=JHC7^_q_7!0f=iJe-DnKL$#=fDnHlx$^J?a
z1CCq}VRkvFIwDL;?Lb7W(b@noRL)lD3`KfIDyE_+MvdFoJTgK$B+!2k(~uW)>b^^U
zgw98qOop*kTyRiH{ft7rs~W_<lcz=s*LHe-o8O^&%5DDZD{o;zftL-Rjew1t|JJ`q
z9gg1xKOVKHyHD%F!Q4A1HqFQhqZEL0!+CYaWPMj%%tA)W<EFg4eBUFu+&eB%RjT~3
z&8t+Qb@Kc}<J%T<G3O=QQnJy!9G$wlMeC=W=64_IK#9N>(B4)|2m6~fK`8`qGh$uf
zzw;Ij=99?cDW5%Ag!T<*rXEf_>KT&Sv};KYx#?#aU~WEb7Ssdl2P8XUUVVgSY46&q
zfVs?f%EJJnj~4}InC;0Ybz!o|<(=uEBXk5B@w^S*mKS5KJ<fXj@9o|TBH)a=Mcu)T
z;!7@;;TTWT!hvm~1eZJ#CN@Ny3DT>U;}M*MKU+(tyzS_CBY2bg>Mg4KlWRxX`QJZ#
zQ#TqPaU^b7-1CDgl&g0w<q=CmIiMUXF9|LgBE6|lO3KVFFV<!nT;6wNi<O&Y!Bz&A
zR<S*VlOURdZcA|s{;h$sWp2)({=602XuK*XD>j$nAT-wIG<*@_b=0T@BA_EPXC7(#
zy5uT!Re7T^9M0DPR0~^@iDz6Ev>V@s0~oQa5=6M1h%q={;Kfn1;+ZW%X(Xyc26zqh
zUh~xkbrshj{T=1TEg$BsXBwv7oEBUc29DhB<;*ML06K%DgHe2aeQVxS#TO(*8>G4^
zmu|th9_iGFN=tJt0l`!t`cPW(=RV8NG7fNbpJyOX|7>;{ONRo`Vc_8Yt=POhH+;A9
z>nsZtY6k%%;~Xn9d(@V6S4DaD+tZO+h{2W`W1NbQt(%g;KkgFwYA=+k<O`j5C9(nC
zgmB4ixO*;LahrjQyL+m6%Vs#sm=As(CmD)HYp4^LJ<F_oThbNF8xM)=#@0^Aup%tw
zVH$yF=Lv6L@OfI<4{N&Nco86oJWE;ZHgnorp@_N6#{Mf^b^8Uu)P4RF$+y6i?JO{*
ztl~6ll0{S1ZQ^?c%gPudv5Yq!VGKuGNP4Ff6d@PJp^BF%?J&L$W5hBw6t68V1&j|J
z7ArdKZqhe&cWm+c*z8I0sqr5#x~ak8a=cC_xDgTyx$Z^5ES4S%Vt6iunx1yf=|~ql
z@ItSy>^Ys^fr6g{W6S4bh4we~)VSe(CzrdG)ZUJ3ZXm^VdL}`zQqCaF{k-^}5i+6}
z^UqO14^EQ*y#yNAH~i`R-%!~SKF#d)`NIRz@k(^)jBir*P1WP>A2S6jV6t6;41v>L
zA7|ZHM05$XCG{_jfS=p!h=T;<+_w|1RcUd`=Gb`$0f(mgxzdNv$PrtIJ|X<4A9tdT
z8h&P#yiJmDpc9`HSHgosFV1qdyQf|g``A+KA&I?R!+XftC7dXtix27WW&NgFizqk_
zHS`m#y=@9x%ZHmfXYQ^stVmAhXEq*SA9I`RF+k$Ucg{ZdBA3meP$-L!#5`Wrl40j+
ztYa~kQ!y8PE;0S=*}a{lbxL3h<UvtIvK<Q-Q<~9XG67aIR5IU*+a?zW)arlJiTwT9
zN*|x_zS$`s|Fm`+xF{iF#IswLfHctXcw$st5hiMQ+=AFGsJEKyA^Z$677e2kTmxh+
z!E?>*m;}y`?c?x29OL0WiNzmn;XheCS2nLYAam&82WSETl+q5nCSi(a)lh7dfnB}<
zs2HD!V5AngyK=zyGckJ~$o)wwXhSj*|7R{H>3qu`<bLP8K3?dix`v_AIJC6?8MU+2
zs$BY9_Yt6A?s)z&Qz^cvf}Os<0?GlDDGIS(wR%c!AZ*>Ta90Lu^Iq+0<3O7!fCQz5
zZZy6zP(DiBi`C69r_^PVZj!RgOFj#YQ*U(q*2U`gxUgrXL~Pz>WxV%a?<uaMeX?>z
z>GpF8-1)&w0_O+6Lut^54q1ue@$wlmRzwXk4~emgQW@sBpD4{vr8aPPcpS#F;BN3A
zNjuRlPlUe#ms>z0Dw)Nu3nd@C6H&s~VaSljoo`C}6l>&BRU7oV?wY&DwqTw~--s_E
zkPhZqZh<Vk7sKQCEU)a`c}S^kA7DVFNBl|t-XBp|CZ@D1g~HtI_X)(hU2n^jCL?5^
zah0=J$h2LNdOQ1>yR>=QZccara02DsR}fK<OvD^Qkq#)N1AHGDh&g<=HY3{a!ZlGW
zE%M!GOz(mm*N9A)y$~6H`aQ~*c~aH&$!$?xRNU5|sosn0z=}(-bcC<G0-{UX(#F%%
zGwT!jhY%A+caDc+=q&Ty*4x>L(z~VKO8nd6zVZ_0DyKQe$K@m<x2=FO2{1$D^okwn
zHf@=Y6eh@znZBGe--mlBmX;S6r<hi5!8SFm(<MF&hzL%~LN8ODi@I$d8_*gM%m}Ut
z;r=e7K)^7Cv5f!#GLdH2f`?=|2%)(0jxYMkr*6PDwHCiY@f~8euk}`ylJ>ZkSpxS5
z`v$QiGpBO$54?6J2bWo66=v%)!6^otme-#vedH2%)n&1ao2FZv@1`K>G>Uv)!t~}z
zG3M+j9B(uB(^^65LR_S)sxSBl_=u~B?lasoq{V?P1C%mtA?Z>)0%ke!>|qT{p5juc
zo5ds!hMKsL-eP~vGO}#G-ATZcg-Oz(d2^^NW>G%;Mp4n<l&HqHqjy+k_Ukf_mrA64
z4ijvvVe3>jF-e>E9)RhU<soGG8w30Td26LzbT;oLo!xjBk~y;fbh&h?_IJbYg26{;
zxF()~SLIINaY}~L6ToekpFEoAh&pt*L>c<1GJT}n^W)}HP%C{bH1%h>eg;46PE&d;
zVF2cU2wyUg#AugVTzXp)QsuT?Y5}-mJ@q#KExt(Efu&f6<k{!{>qp8OFAP4+d9Cf~
z-QirffcrWK+VUB2x0;T)n{5}rgvdbaJA%mug2_J~WIfWmY|94$dI_OU!spB!5#SEy
zn~jz)E3-xN7(qv+(~h3-AhdJDum6q`gI#8gnYt6)Ng1PZ6tsMBk#DHnU3)sS7$+X%
ztXZmMsw)62JH8~8;8eG=N-XEPDHDeWa<wHLMT&oOq__f|S)WD{eH-8jCf&|oJ_FzT
z;O+DKH-WA@a(kE4_k%5o<^YM(Mhdi?r)4A?nF5vHr8D9x23$(vD!gTRjUyG;j8d}P
z&(C~)KCO1jygTqg*&0M1e!SZpN*e#Q4w3=A#KV<x4Nw^>aGUEiW!)ve=~jE#JOvYm
zHun}@JQ=^^XgdWY*JE&wh~KdW`6IuyzSxI6{8tF$^)9cHCcfd|p}=JHvbY$jWKQPy
zr`QrU&%=a?svDGf`~IgH+ji?|hRMGxZL9%O$F}a2>+|J)VBqs~PWR9DgY1bA+EijB
z-i<^5Sg|#L-=1ZEFNuqBKnb37z1;UDNEh?x5!Jq<Q=s1ASS%fkxvCY^3$<eX+mi0h
z8cjr_Dr+*RIh}=)0Gj#ea3!b?#}5ut$oN8MX6<IfKIrv<1Zp{X_nwau=&(yDLFOQ$
z3bYL@3=}BF)PkCnZ0tYmW5R)~H}sKd=W$EI3r_RVyi<#@6Dr@%qn(Z<b@ZjE9Tz#m
z$F)+`&x$dpk>YQIuBjwrJPiwfi(~z<>>u~T&@pE3$B9&qBFmlH9~qf-q<Ii>abcRt
z%MHIvLAP<4Ac+7%WEnLVr($7>i>0SGpu3r6oy|QXE#=$erxAJqckA;rLe-Tw){O`g
zblXX4XAK#d?Ac!pfT(V%yVlW5IRlLwKTOxfU*wH)+txV&xqf=|m>i5R2ZR(TIKc`3
zI|lh;Np6vfwYif`lg|gq&B74cahOBe5&dv<?-lMzokZGew@Oa!wn0))p<&OZ#%r|)
z(4a%ae}jww*th>u<RsOfIKL9b-N%$4gNFb*1x2kqPSDHN43V(MN;;h?NU=CAW!HtG
z>0<uB4+f*WW-SZ<{tj9k9{1=@^{ywO@svnI<ILU7h+D6j>G{^zHKf@p`y|Fqsk^ET
zGX-d0Cu{<si<CC8&9$>Kl9;xHZORwMn6bn~^ENcZ_V>LXFvoX~&pdo;(N@_Wz=4S5
zNg#NBDoEH#Ln_%3m%)u}GM0A>*Xx7s0g{F;HP(vHkKNmG%&)6EU-2}bIuVp!n8XGy
z5C_ox=kt3uF53fGg{-P$Z!UpooJBam7I&Gr%DT26BAMxHh~h=yH4Kd0%^T2iNUS!v
z6L4~&o7{XqN_-#)8F+j4<FE;}FjoLopz;adXEZKEJSiYScIcv(5aC;2JZO+OlqV2C
z#T0_C{+^(%n<kr9Y(0KH`>OI@7&`O))?W;&;ckB)n>J7KfNM?Ow-A5~I*yM;fELPt
z4J0f*v(pl;QmZW~s4Zz3BndeXTeR-nanUVXCQZv;s8F-h!%XLZt+r~A?dz&+_e(8f
zC~czv9nDSOTN9`ezfO$1Eyk=dU*0HVgxsVN&5&lPqPkHwOlRkDaeLPI>J?l)<}hqP
zvDu`StSY~Hpbt;tHhyvp`&lA#^h(Ll@F%!UuJ(|-Kn6QW>sDRYySVUqk?ena?+YPh
z$rC7}=^zyhVoj^QpbR9Ap8s)n(58hgb)h;$WHM4Igq9oOh{`%y_sM%iiDNPkE+&dG
zWNk@>LB2uw{k?s)HzxdMqxPpets;+vmov=I?_^)gR(OB(km$daov2G*+h@GWmPCBe
zdh^f;d-E)l<Uydzv|km*({BINgafisHoWzHco<SjGGc_3HbR!lts3;5rAZfIK0>5@
z_Xz{Bn?iP7GS;+zFF{VwahW%twV0`H!-TI3V^_gMwdepsHW0{CjG-p--N?mM^qZVs
zDr3TZp-#RXILsJLe<xF(AJO#!sQXdkjbzgb&Hi2-h^OEW3-ha5VrU>vZ)vA>=W~l%
z$N)Hd8HF;lK(5e+HiPNEAPnr?C0stydTOK7%M13YHE`$q(d4B?TIA+sOHGa~Ut(`!
zP*BvHvFI6>#bA)$yYOeEDeK8a)oRR!$V7Lk$T3q~c3e<2VQ+}++q5)Zvi(Z0LiUj2
zz|KRF#&#NiEO+U^-Xm?yPZvHp_>fwXpJC?hTF9#miz5XVYtxq2WEKj!WCG>{0=P>J
zvYP#|CEixlvYIDBZ`**Mk{R&t84<kN&YBRczk?#K`W3t!u7P9<CGz%hgSgmj>yJJB
z^^qJ!iO>#wOW13o-hf!^S>}l6Y3=Xo1zup4ES>g`@SEMC9Eb}Vze@+wZJeM)%c|Ic
zbgMmC?gtqz0^^w=-OCgwb;FAakKdrS8p}RHQ^x>3v4AM_G5{$HyM1&c=5R!&SUQGF
zRIE+Ag)Qoc2vs@Uu-zT{4B6<NvhU;?5?r&~`F{#*HV;3k$z|*{6LD6AZS<lNB5sSq
z6!;Xd*@V?J>_KYjA~&flgSCwPdQ9Ybk}^Mj^fJsUN0XXXm%Hcj<uU6`J<2;syF9Bx
z*k4+pyaXE8lY7R1xh6h}n|hZl2KbLyUl_qyXdU~mblVFOFJf60!!)(}Vq>s}K7J2F
ziyCm|DCEdzyQH#xNL2TO`(-f_W``bA4alA;WgQ)y#6V^BrlUT}FD`n%X6CV3Ra{80
z*X`<Mhag>E(5})FAmaL1tJ&AcO?I9|C=?Zjo~wVH57}PGNPwgQA_e#B0b({a?y0)S
z$<UB`ZgM`9`65txu{0a$%>xKINxBB%p{~@{df!00sr6nH`56;muY33I0g6ic)I<C;
zPoqY|l%C(fj!Hh5W~lNGkevCQ)eC9s;JKf|wX9cB=gi0~uaAHJ*QJ120BvrO;*{9y
zh%O%I3zAvcR{zo}7CpG1_3j1#Xo&agwgpl-z|+yVAZauI8e&5d|3IFMB`NBH9TvOg
zHK}gISc8|{S58gSCoi)8g6GgYfE671SaR+N&HB$4=v@v&_ZE*I^SpYQ<2(AYpD~97
zlu5ziXIPMtW8V=%ZmKp=@xm^?RXrClyH)4E%>@s6)nWk@2UcLGk{CB=c=zlltHc27
z{yp%5Bw?J9m_&ZsR#OcYrgJc>cY*$o*RlLs`UdwFh=bUr`0gvL^q+L3OZ*+#p3!}z
zkc<Cc?}PEGDi(+?iMFKa1}Z*S1Lnod^Ls_s4~>|SM<4rNIArk>mXpU@q8;zNKSCWy
z5h<=CW9Da4K5Wv>#bDQ-xbduo%)?`p)wXiFs)MdxG!s1jBThOPkMyhPV~L|%c({12
zB5`YW-9VCabC@=;>W0&W#8uEmt`E{2-c$3xufpbiwGKszEnPimg>(#wp2G}qfaa4z
z09-_9P*eg1`vm^EPe369y+G4;pm`mpjb{VJE|lbVB?oN@;$T-#51soJXk%ePspU|d
z!KB>EQ{0)VDYdDuOO`&N`;DYS4>QMo9*8~jbY_dviPBz`<p+8gm`<WMU|RW-gr^&m
zay$4!{Lk3oXAw?`raBG?#>SI*w2C@`Jt%{kkjtd(DeT_hQa#iD{mb_vqDc}JTMgcY
zk`M8m14D08s8DfN%a%IWLAa9CkEAkPu*aJ1MtnYa5KZTN8`#)op*;#C4Qf4QVT4`=
zuXgMTFAKin2s5BZ5hPfb@ywI9B+BJI73AigTMRGEv3&TuH~x9sKUQ`3v1_>f<+;wx
zN5&%>e(yaunZV$gZP~X@iMBo0B)gA7GYnx+mm!e-;4D(;;8NWV{C@th4sx$4xlc6u
z?&@w(G~tX7aLsGNi!^>_fM(i_6-&F__N&3lvSs$9Jv$-4l|b-@89PGNNW=xrJpDLU
z>&>6|b1l}C+wUF!Ol6&Ax!o>Nw^Sv}<_sB#YaC|zf993d#DYqW<Vm;hZaHTR?wU4U
z$)S&c(($HSog_t%;Lq*riQH|hkOdOWw0RZ^;VmXR<!SjHZk56&yjY9v!>0o(E(VIP
z{sM9PvO=BUS(La1MMISSL1r}bQTPu=;1<_-rQW8sa4y4-@1nQwT08I(eT!QI@d@nm
zt#O5E+y52nli`SUSu!n%l_?$s4PmF0I&Q$0vud(aK*Cb&^YWE6<-s}ae_?t+&LIvQ
z)%dpyBpXWR>9cHnA@+ggWwHF@Nsi%hC!*%STiCyj3Q$=?A-dA69(^yr6g>pj6PCMv
z<cr<B7cO8@fXloDnjbxhIoJTvM@RHzWy9R00n`dB|9uW5B(8%Z@VGC$>5TsjVtv_i
z>8?q9qc)`9zWe+~-U*mIko*fdRZy|sKQidHsI91Jpy+V9mVizZ0O8YTip1OE2-w`U
z?pA;I+mi?EM2vxyV>g4SZxEJm8Q^3<+Ny#Pay<}&4K6N;X-Zxfg%MX|zl88(_<>I^
zz8^_fo&-yzAqHX?P^kT94d*dyj_9IpOPcw+ad65b-5l0YZCr;E2Q^sK5+>)47jsUt
z$#)-Gw0_!`a^2OBfUrCyEL%_N7o}bjjwo@nB8(*VD2N!F-aW!X98;C12k-d_{Gvna
zH?Ih63-_yJELM@J>C=}2hpPuh`8>eUDXAPpKs@j)sJJ*<C`c$${8wPR$+M-mekHft
zx=3woY;7q3bn0#1oN4B-7m?k4vE{x@_GDP{a$&R*80X!^x}(h>!-?+ia(J-+H<IH_
z(Xy)++ci`#GbSt^O%y!MAUwTPM~#B6Ud`a3aGIo7v3B?*wGEC^%G>$pznmiNh*AQ9
z#;&@*J7y9D{*s$Ytky!N14tarw=YDdlDE<aasTJ+Mad1s&LCxi0|qqPVf}xeFbDoq
z@uMfQ(HlzS0PXx-`VkC{=0piD07;KsI*!>hgD{CH<RE3QD!#Ts@W(sj3hgtj5<gi7
z{?UviM2Ry_hVjEn1f4|A{`P+<ITBkrb=q(0Hw)_KBdq3P_x$ux5SwjPfZe_#tbh7F
z56^CC5t8((h@e7X5Lknj89?THr39{CDJEvH%j~4T`;rvy^*N`4SjGPgoQiKED>oH-
zpNz&p!h3il(6|T3*U(yTV;KZrfpBc7M;~}<LE5fBqqvQfSnbf4Og2P-clfh}z!$Up
zM>%0=BrxbluA((p3Q7y0akH)!nP(rcaZB6fL9SUlxxTl`AV$PzT|@4$`RMEsRrG$T
z@BPOtTbc1Xy}2v@qbn#va;Eqke4j26qAOq)iriE_hib!3-+TG~t~{@4-HT#7hp^rU
zV<E}zMy*#4A0AjUKzE^fZ_9%W?FHY3JTjk9QAIHR5{H8NAuxmRI<rY37?;kR6z=%y
zs2opVHP434pdRzQ-D5@(f-vej4n-llJhLcS?Ta1mwE2yPEE^*oYSUFM|F2^JAEpyr
z7(mDNiKw8+flm(hzU<-oG{L-f&z+&=O9B<!x3b<Ityccu>QeyY#O6EM3s6wf^7TVL
z*g$=<n|c5X)okUM<LGj{1?~*0j581kuCa&d3+WL6`%~k;2zO5&1&FA{jH}V32@U%v
z-b4_>-n;s8R4=z&NSS7LRXEgwbt-{ePyhe?kGBDMyTB1U_Dh;#g(_{5y3Yj3Yu0%k
z=6FMy)a(?)X)b=}oJN|UaoG-mbTaEc!_F1wD@K%8P6gkis|w~B4rCkPw(58J!Ibf}
z!%4;76JR?P@Y(Vp1MCx|!-tqX5CyIkW>wJ4`~FC)*{ZgljQ#kF-iD6OQjBm2Njotg
z<w5X;ITpE)o5~x0QN2W2Uw%C{p3z7HGy%X97f2hVtGp?F1327!9`^<*(XC>~9ZTVs
zFNHCLc>%zJBCl#@W&B$x2AlsL&ZvGSgybMb8}R&hj{WV{!?R~GjM_)~Ku2l4bsK(}
zoQ7+S!593vICf*)?w<+0;vo9r24a5=hP|bH{O{rh)W)47BNb3p>?^+WN@If-`iBVQ
zj~0Hdhq~PDZ6Tr{9Ka}0VciJoYTzx>k6qIY%Uf11T_D|iiO9iTk5jP&a#69_0)a_D
z<Y$7bxcmHxh=Q3sIBykOS-$3sv&ts^FUq}G=mvt^>Pt}UCX|7c_48VX66lcHhkwL0
zK#+z7IsfNhI?jIIw!Zx>|1)nM=eaQK!@xY`YUEN>7z55EFhl7Q=LaaZvbLlVkS1u4
zCUy%sdg)TC;T!*YehVC7gsnM}9B^Vm)n|H8$r+(>YFivU?rQYUm(`oL#S@YRq?{!5
z!+WYd2dA}Q`P}d43!mwkcNMnQ!?+^8$k6=Gd}sbQhUEeiHC{(JZ#2ljYa9QUf6o*a
zIybZ(y_EG>$4zVVq_Jla==)`jyF)|m|3ADmH{*Zj5mfLu)r0nzhUJ<H$X^2>yHNm`
zO4eh;xyZxRzx&6ATOwBb*?UAG|IOs1InjROA;UDWZi-p?eW{)G)(OZJ0=p*B1Pf$q
zV0fI|)R<H8s91q8%=f@j&)2PT-v2hv{Sb;9v4j&Yp776|Qg{9C|F+Uk_zcD?gV_hl
z80CZfVxma#n2hHABFy3Leg|MV;aX0|6<?>vFd%^fe8O2ypKK?=%{zk(Xp2865L<5=
zSSmU1hXn6+njuy{aB^WE62^MNR`AU2Eb$(Ea)h4}_Sb}tx9MI|pD6!-z{wZ;pH}O2
zA_1g^joEgwd7RZ<HDMvo56)JNCGJsCG^PMdpp=&Y8(DpSi_^%XDOosF2!}$MH)qVR
z5n2B?6ML^eWQs45Sl)_lu|>J`5nSP?%JfG)8U05SL}0x^XUkr>frSYpxd3lOv8Dyr
z<sE-_@X#eVG6TCyla+Pxz>qp90|PT6;FNdbN1wlfzbQtW-`B`h#g1bzBBSvD*@iS~
z>Q(`ffiDH1;*kJxAkT*4-H}Fae!|u)xt$ha@FaOekFeb$%ZzbuR>JRj<mR5JrR(F`
z;ULriqqq-Z_WHoq?it^d#`{D@NRB|mKv9BbIO+bo%KYqa1GuP8+?J56gv)U`g<J@l
zOj%IgAzm#m`AA|XvUnN#(IX}z$Jg`;C?Wx43ItJYW5kk9J;>}}ZDvoNj+Bzo{b%mS
z%imB?u*|c<N?3ubpjqmm^(gW7>3tICVDTk=M3<DM+zv%0BpfYoZqg9SlK9F3sEcuy
zi=ZMhbH3{@J#k7ArctU54yl~&I>syQygP-ewa@}lw8e{(-kpZ9Cb8hHgW+*k%K^>h
z4AKmDd4PJQITb;XEh0hD*Fd|({Yzhz+LBlz#SuNuioLA+Z|oIqtcZx%D>UJEpU8iM
zw>SU{|KGkr`+%55_v$Il$SJW`ngu6x_e1CSeTQkV(=WG77Lhy;BxlJKfGu~vQyFey
z)U7|qXo7c_$p7cV<81#`nDw-owJ)$DuBXipznB%05mr{q<?7T9r*kJI^fs$J3O7T1
zMpV{ax-H$PYm-un{2HTCYnlDh_xB@X4~Qu0$4Bsn#4pV#YRmsz?tMAag%c5lGu0_e
zAWIOFz!bv8bI;7Kc<QgG3RIS2_@0jDZ>s<wVZHi#!mE@2ZP>eOk$`!4(w329SqC@>
zBEnncH(?z<V%PfI?0;LS6_=mgC%h{GfAbNf!y1<fC@9b55k=JU^?!)HmzNHbkuMQl
zKtj)CMLbBg06!Zh>LQ#}SP{=7#S5dv4ao%GYMefw>)1U%6nvH5q^!$Jz>2%SQ)%ns
z17iYt=G{-m`p?$L&Mp~QMQR=_HAjiNMTrCXDoP-|v5U35o3*@|b-!3jVGTMfI_+1X
zk#8gXgeUW_g-_8=3>Ezo7-71^oI>ycmuN`1Ntb}10wl1))?-Bj+fzy_hk#HPgje)z
zVg*VWg=u(snK$9}!K+ui&vK7u=x8XUAdk%bN`ToY**RQWoi?aC;}@5MsSv~ozCOT|
zN{N?Dkf^Z}AX`CkAH;1~cVz2s02-<lCGM{)r$|0(RXhcDs}ECEo5`unPVyIpwxnM&
zsiCwauOh{rOpvMLDR*<rUzweRhKBS>O5L_3>=?csV0i$C-<<M&Z)%;qy}PX{K<aw!
z@+F39s<7LEm#b;B#O6B!KXQsp$9gc3C#^tx(QnrSsiq%dt;pRuLlI9}sLgE{-j}g*
zsVG!&irlljN=4NY_)ewjv*x90_Y+yv##C<JYKgmt;lC1he`Vy**J<BIvwzeZPci~d
zr+P!=*Et)hz40CML}k1?`6-+2fyz8DZY3XU2BKxiykD2)D8rUW+=xBLtUm^YXds4r
znMD@o^37)>d2OC@sm1dd<i<t#ek3km=bWkJ)DP>bgGrPYy7`&gaK|Q7fNQAz?|jny
zP`i6!?YCV4-cP=!880}fF^A%Eehp7!{$@q&az&R+mtsl!+Q4PY<&@3zPXG82yTvu`
zywOhm_}u7WjXC_yS!lRCPKg;Rt=6J*Ma!ju?v_Y<<e*caF?9DUdX!TpXr8W#@TnAT
zr)hr8$DtgqbD7C{#HSEEQ4uMf5RXt`L=Z$`fA#*f0xW=NlB(`Hj5`87&>0b|Ommi&
zW46+011`j^kIp@LT4Zi3q^B7#XR4|nm^`NQM*_cLQ|DvT;1qj40vVD1tN2Q-h10U9
zE7^RufKJR&b-jmWxWqQ!t_P<TKlqEiI%uR0EmP353xPd1cYBVxZ`0G;Rjr?|TPzno
z__~(!tpB65-+{A;zg|6ZpI@`zXrzN3KM?d<f6<pHKk8O=?o;$7DV~uI3op(1JHvO%
zFDH=}A?MdM*}<h*T8QDJ>pYDo=8nhB`b-q@e3}MdYgeRUo+PifJtc);bX=AzcV;2j
zoa;6TcP_7w5UC0E@=Wdu*f>fDH(P8f-s00-d%{sWzI|tQKqWCoPu%%;&yAScLG@QG
z@>>+xaLHED`HjD#nvZQKjQE{})iN)#R%Y-zvlRh|_?-G>uH@>fG2+x;B}!{>p^*b3
zu~wyvcs`FGH6K)Lron5X4A9!g2ZN1Hciv#`*?_bwk297SrSHM~Wijzq;8@vnk4HE?
z&o&FNrcw(Ju1fSGtr;|RDh|nrhKts%fA5-2R~yFX(%JG~jdF2H!w4T`qTGkX`7|H5
z+HVMJf`*8wQFf81V@(1w`=MUt75SBGH{$ue++)7zXRUPBlvX}3ZD*TdGEk4>(_~`*
zu@i&#fx0~GKFo%G>t1Pj6@^Y>gzneW))q#?qEbE}UneP8aRQMK82<iR;vye{q1{H2
zaSn~k6n{wGmvGw}{G$KgqfCXqqpu=%4ccRY-9kg0GOfK~`KEjJ4@#42oAhD@;BQl&
z8I{DDk!Y@<<xc;0c#ES)gMh?-({*dG45@k~mh(%0y%&Wl3S=VrG{2hEH{rEsYq7?Q
zo+R5MJa09zO%|^x2n+CeJKfBMK{I}kj$HUm!VS6;f=;@$L8JiRRmEaHz1IN?{y4$j
zea^|IgoIhG<pZ`j`Pg|Kp~?P@pW0F?&1I2<ZW_U%E9X7(l~FT3mx}f{ys=B+%ZI!7
zRpDL4OI_gGls+Lo>zI#_5;?w})%2Wv{X4u_BR==5q&uV(ox}=VR%>~KHZoUYhPPBN
z#%ER7$m@B$=Q^~RIx&A*x{fJ~;nQS4iA2HeX(vfGXced@Ex1$2{OG*(;G7xBzf&_F
z_m|a`<xvFQd}c)04Xf<QyZBpWENYdRY{@<vHr)4I=C;*u1YE^w4=_Gp&ro-=ZC%UR
z@d7@<C;1r112N4=#=lQqKk>A&(X$C4tKyVt7$fGV9XP=hZR?nqpI^z-OMd9Vt{MO2
z+x<LZFQTm?w=<F1bKVHvFUg)0o|l#JD|7#?lS5V<8{S%_UY>aKSv2s6_(2<XfZq_^
z81w)PcH((|?#ZmXWk5OP0eeF#k5St$eh-=G*=Xc(<v-hrCw^2imy;;`L}1)Ej<z+w
z(Y$;ld;c-VCCguXEXF%4t~F9;MIrzs24ii{B=&DwqGovlKVYpE5oFHd&XzVxQ{l1Q
zm!WO|0=&Guh92cU+I?)uGvV_fesGt)Cdkmn({^br`8cI(vd(WKIeFQh>io1m=%ZYB
zr{wy|_^nY_Kf|F%1kYy|JmYsTd0Mh%wfD~Dot8h?z}^=Z7VL!;X>F0hl?&LZJcD$2
zJRgP_?2V#vD;^~oUwT}`*SBC*J!c>DfNk>y0@eaC^r>=JdZs!-5ASX@qzO!Ol<j<M
z`x-Xj{c`L<#xqRG8XtI+_P<9fN^M%#JPvn0@@cBPWjVUv5{)&rWG<s^?Y@h&w&5Pi
zwU595vK0WdHn72`Nqgl2>T+d=(UN2bwzEOh{9Ut}FY4iT&NHKdav}Y+UGT^qslTXe
zJDkpbHq*m73c^fKw?J75+nyo-iLS}Np8Y?KU3)lG>)W1#LlpKZa;9b+Qc4+;L!^dj
zc0}5W2vK84NJw&=>}ndPQeh}lne4EmX%hB`Rft%QTZSmpR1`8qOc^uZtA6{s_MhMU
zv*udsUC(+C_x(Kg^RB}yIS~(BRLu`MD_J~zo@~bNajpC)--3K&SjUd_mH<v4Di7uG
zwT<=R?giwY4c&kog3VBsfQR`Hse$&BJ;p6OME(joywWw<`Jte4%Hn4kLtk5>ez*ew
z2TRFJN&{Zd4ChiEFyjj<tw?jhHP@bHv$IBS_q`fK<&yR)V8%FvHI;n%PN*BIxlfa4
zd54&tAD9@?eKhppXF&9o8EO*s0Pf!7SEoJRM%aQdLByU<rW6jgf~%Gp$D@}Vg_<z{
z+~->$C>n<C+*)9sDrE~dFgAD8kANO#-?b+aQPQh-xSf+9CY|7y@O8!~k2NK(NdLQ-
z8x9L!f5JDg<vd^++E-r3F_J30`r$SY(~L4EHQJhko3b9-Q==yVPRp)XqL?yoT)JDM
z&QdyB5KTCmzX$fu2{Ndp%16`}#`?`Mf10~<<(X85Uy6viNJ4Q$FvY%r5sW^F7KWbQ
zL2lqgb3T7kj0c2e?Zls#cEDz1I`uU=_!1@4BY!Wsx1K$KJGt2SUhBH}B^G=<Ty?=@
z$#Iq}#c}*eXJYMLDV27HFtwI{fg&4v{y(0!a)|kLNO(B@e^xrN2ha{#v_YJp;KRGE
z^mECc*2Q7RM#RVs+nBN5(xTlPtrEY;D8CLGEDZt>-rC)AGhV6z$)o&b-YDz*rgunI
ztbKAXWmEXso#cjxZI3S1F2)dkXo^?FUE`?MXObsSx9kc3$s}_E&&oEBb>&mL0YSlb
zVRyEHme1HsHsZ@<WaX-)C6y?>W{a%L{T{H!G(bySSJ=GMhbm-Rkmk@TtKx`S*4V&H
zQnta@l7nh?a<k5jjfk&L_~<WwoHCOa21<LtTgb(8OVCan^ORM0SN*<y@v&hT29sxg
zB;iNUD$sZ|)rmxnhwTYTUXlhZ`(1U_R=B<Cw8KCs8RGVy*lSA0TOMC{JwW*~^6xN}
z+YigWaUT_}{h&b(<5$KD+Yb0t_kwz;fg!N!TajSbWqZyvJO5*o`a!Tf6(If<=LM0<
znaBvDi`*MUyDb6$SV2{ll=Ko>B6*3Ah}0MdvA5#-JX9BlKMj^AqF%!aaF+904r{Gf
zPv!of<p#Xkvd*hEC7_HkRoLVSD<kT4I1HZ8*LCli`b)#%$=EW`M;W~!D$Qu|wNf4y
zbp{h=o_8-ZI)1eH^!;+1bAXTdUEyDDGA>q{(^w<<FK66;T0YLol5%kZpO{R4J*e5z
zIEQuRRd|_#CkaH;FxHiF`{d=(FRk@plJjbk2gjx0eLL5H+#?6L9gmKEX`K|iggCFN
zBzTews;~=$2{%k1&-%@B7ftUQeRP^Nw55W}<&LfMXxsRCPT)t*e&h&H9LVpoX;zWd
z)83cAy6r!11cU--PjK84j>ik$OXP8aML5273-BP>uaL`waTs-UGdh>lNTSBKE^??m
zj0(p8_i#JlN6GD7yY;1`c!4`VO_j4yu|Z|KN`kJ4NcsDWA2=GaD+3W-WptvW@Pbr$
z?!%-pfm8MAg+WFOOS7WnX9p>%NfKLkCLh1b*&T8xj52W`Mg~MCXRS?QJTB!R)`tK$
zJ!O1jy0#b||HIFVUHh}wEq()I=nXfU&?QfMx!elYzAs2>Rl^a_KS39M4s7{shZj^(
z)2ItnH!M0qwp!I|=_$i7M`v=w)NJGS(#$oWZM*S_Vh5Qaw2rdxfl2OGf`fDS+fmQn
zdJZr*D-a$0?SEiWls-w(KSsfLPmW_+5JQ-kLMYI7>p2-#(_sl1e>~M$QTi2b{W7lJ
zIvN&|X(mUpTzi#e)PMSA!@ooNOzNiE7T1DU!a=ZhNT$$@-RJM2-B0Nm`L{&5eHAJK
zYriktUsfDObh#x$3y$&!+cS)hR~xxLc$#BCesv3YtTy-=t>2vBFJmt|p>V@buU=sr
z_r*5@rGLg^-njc@8-#6s|IC4)kJ7t0;HOZ#5m$^JCvdp3OC=tvh5l@J%jG`Md+%v^
z>X2|O*_6Pn{0K;!{c7;CqV&{hsX;(U=sVyW$RX#Q|Nbsk?yvN81cwbO_o~jn(|QKe
zR;5&+<by|yUazsk6=L*C1}ZmBMLR|I+S{qTw_Y=4=l*nNN4t&u>2~Ck>zSKSD66b<
zQuWD#x^rVCoC=pF1(_4fP8_H{@JXugfSW`RY-wxJ96xSNCz?7+RV<X(N*mn);5Zsu
zmo&d7Xyxw<&wv&pk68fxa}MR~1phtuSoSn0U-jeFLo=nyw;uoZ<fzdduhRgK*YIy6
z38!aqOE3+2oKZPbtG4a$h@#pnym@?JMc;F<JG<9KdxN-Wcus~d6L7JwQ8N*Wj3$ch
zae8!GRB1<12(eK>t2V<;UZUBSbrkib(c18V-bB;C2CO#X!f7=5w$b}#$h|)8_jV!|
zqN$043Mg6S$=G*a4YDOQwnNignkbBzz#0;cI$pdNrJP>VdCobUZ#hCFs!w_H@56rZ
zf;h~XWQ!vNXI1tc*6LO36+3gHl~3-cbYQ~QS6Mzj{IsnTo3f{^Gj)Iwx4162=i?Z<
zqZN6Ql1e4C9)delJGS&&qk<+lw~Cf0-x6wFaAMS~2H&Z7X<`^;oI`45KPE5sY=NuV
zD(aPVY)fxjjLBK6^g5bH9j9zsSMP@&QkkGJ<#mfXtT&HDpM6{ZGu_oF0xQk$QxKDg
zLqM36DHpY#U^4c!RWMPHE6mf^e|<}<uJToUzcNc1g1G1k`S9k>)XZL?PRf=!@6Fdv
z7e=Jf>MR#mnJBViNsSZe=M;+Ht4Gm2ALD{3n=a8lr)c8@)Kf<8y6Xu9oLoeFF?+(C
zpFmF*cF0ShZIwO5kQ!Rv3bDpE0)d&;f09wel)rf-B`N?(T)pD%lmk1V_d9qiZ&m*_
zMX4d&VL51feWCY=c@+6uttqbjwwD~`?QmRSI!%*NV}YZf+DesK-MI|6xkO#aU%tF-
zbEdN+G5ybVqH+W&YkQrf7k!!9L1l})AF!WEX<!M9o5Ls$PT;93D^;i!U)0HngtjR3
zn-UIQ^Ovek)zE`Vw0Ia}torp%hx=PIOS=wETrX%wFCWj~6>p@MEJk4FgGUT4FN*Cx
z{*rnV8#K+iHK|l<<2aE2Y0nPzlW~-!+k)L%#~`-tN!J={Wl`Pe(|&cx0rf`a#Bw`@
z1TB%mR0X^V#)Fs9sBinXw!}>t1#E4KV5?*G?|p0b4{{;aLL#-3`dvPg5}78g2nQ9L
z9XF%+iRtXlbD3shLy+a{?fP^W=wgsn2D~)`1XxNF!RCkT1-RD**%jD~p_T*-*+U*k
zR+iBvnw1mLxzXgl#_)u2xYw!C9_n5Nkq*pCK=SsAmgm{Du*ajwRBTxC+y33je_g7u
zw#C`6g1DCBmKPaC!p<CMx-&I>pxpE*0heUm3SE4+lFwtr?fTq7>tByM+vd=$i%kq7
zx@6FfeaM^q(s5Ji1;X?gni@@O_|=SDgn%mLkFE~b!{=HqQ1%ZgovvD&8BzHXz65PK
zk`iQ$M$e`P79P1o+m(Vhp-UxmMWU$MWfPXW_enJa%D#+qqeQXb`@1K7i4)rqVJ>T5
z5NNq;HscAS#)iPF3QV}_i#?&FLx9=!a^>=Uz}DOEzf4&;y^+jqU{;`w&|IEgI&C|Z
zkixvioz!y7ECY9T<VjOn*%s@U8l6eocGp+=%Lq;6MYPj_LU95WDDqT2TN>7$NKB9u
z9f%W+<lo(TaD_$Pkd-0MULUF=HU9G<e!D89?$p?5B)+m5HSeMNt#UvGGgtm%P+H$`
zIm)SV^@lIT!=%PinwK6l@6_0ok*?`NOvh%*h9gJ}cEvz_LS1b_Qds@FTuc_)iYK<x
z%t3q=#ENHlC;fM2JGWJrVt4l#2{80y*8W9#kklVmgQndnlCzhEHClOSWMjQla!T3|
z^Cp<YkLEYS^Cmg3#j;b$DLgDGV<HQ!Dm!fmu>mVh=5H#RV#`B!mRICd%<IzcZhM#F
z4HszZ5b_qOFW{8%c@v6Q|L(dL9(uvOV-m>jlp<;@CSrYa*3sws`~&=Zw0;6XU*l~k
z*`p1lOg&vLC}jkxL_v{i50;5GZw>&nPato)uX<jp#Q4^>wzd-&Fq%Xd@Xw&lP=P?W
zh3Ndn*DV#IlT~i4@cjky!5E{4TaZG>@~AKaUL;%}Jo3UU{<_iybIRuU>z!r`==C@w
zY=vBTJ5mWv+qP;-X&NeG{8SoJYlD+0dnt&IXlRCf{m{RZ)%8C19mA7%&6p)RIqb0B
zFOjEvj}^Z_DifPxi0Nsx`}jZ~{_|5UOslus3(@7Wdre|>Ra}lW^yFO`8IzmKq$Q3u
zYP9A(bunWyb@}}#=*ffMbA&?;7w+2Yqvuc^>9qEgL~6V_Cl*|C`+oZft7p6`tel5{
zSGT<_;JV<Hu>3`5X!<s-IyaEq&4KsBW^D~VR-eM^WDz>e%EPp#22V)lv3!Gb2IsHy
zhzUg#arNG*L301_sKK}VU1#qLD>jOQof<d6aWKz(#-2W`=t7YhUkIK3pb;LthODIq
zxNKpO8uR9OwKRVFhc8zvFng#fsE9v*_lf(}n&r(Lbdb++f26hjoDF9&V`TlppwPKn
zZ&n@l_xOt~Jw`lX-@7Ho&ePsaoA2dMV!nEo43=M_kFV?)x0*aQzJL!bpotC<?KB}X
zV&hF{y2B>!`zbrm;B*7eB@xtnD5C?zlrfcibBHTrh|3HQxrcm(rgi!6R2L_cyAWT-
zH`As{nc)o!AN`4uYp1rr^-3|wn$<a-*o~Z5`e$&2T+r}qo$^>IH=(mGvMb`b1Fm?V
zuc{q0aG>iS_%`f7YAk11cO_yeb8Uv?uou8x911=5&8}-=c1PcS@q?+Jh?T8#*GDa^
z)nTb@A12Lw<{RZbowh09SIQ>gU@k)wip?$f2cQS<Jt<fC=em*5;dtBw<E9A0cfZ&;
z;tkhn;p=0T4f91J>S&UL8%5PWHWC~<w^&cxwz7HyE-8<ZHNQ}pN(GZx^V%;qlCLj~
zZr^vMuH^~lxW{sSC`lfpO2u5Vp1+enj2DE^xow5JyK^3vn9uB^+x9CrxktI8bASd?
zmHlqc_f-At#w^Ms>$m2et>NWrW@gY77z42l>_qCO@9l!%kzti7a}HIi#UD9N^6;H-
zA>L5-y~Y@%jI4qpS2->363#1a;x5yD?ws>0*~50pgRgEyNO-|-{1bG|(P_Af`czSx
zW<q)ChOJv+=g78S^Z~jk!so=jngeM6J6;^=YWniub3LM=zc&-~&3IEhUBVxBx%+(m
zr<CdO%i%WOyvjP<9LkT)j#RyGUC+I;MJQwBF*NL${p!%sSAXote)I`EK#aa>KJ&n+
zZp0A&f`Aq67YFzIE=zF#tYQSQQC>F~%~l&y4JzqN!Kk2=ld=mZsK^)PGv)WvXlb~>
zi!=>==;HpN3VwEyla#F*D{IfaBs3#$e3xEtK(@pMYV$F4?sB(cuh!@z6iM}@)vq1}
yoTd4dY@3v&i61aE`u`1ZKh8N1%x3qZB@R~FtDKbd;#Q)-kL<LUSiUph-2VY+oQ{_O

literal 0
HcmV?d00001

diff --git a/docs/build/html/_images/notebook_HRD_14_2.png b/docs/build/html/_images/examples_notebook_HRD_14_2.png
similarity index 100%
rename from docs/build/html/_images/notebook_HRD_14_2.png
rename to docs/build/html/_images/examples_notebook_HRD_14_2.png
diff --git a/docs/build/html/_images/notebook_HRD_19_2.png b/docs/build/html/_images/examples_notebook_HRD_19_2.png
similarity index 100%
rename from docs/build/html/_images/notebook_HRD_19_2.png
rename to docs/build/html/_images/examples_notebook_HRD_19_2.png
diff --git a/docs/build/html/_images/notebook_HRD_23_2.png b/docs/build/html/_images/examples_notebook_HRD_23_2.png
similarity index 100%
rename from docs/build/html/_images/notebook_HRD_23_2.png
rename to docs/build/html/_images/examples_notebook_HRD_23_2.png
diff --git a/docs/build/html/_images/notebook_HRD_26_2.png b/docs/build/html/_images/examples_notebook_HRD_26_2.png
similarity index 100%
rename from docs/build/html/_images/notebook_HRD_26_2.png
rename to docs/build/html/_images/examples_notebook_HRD_26_2.png
diff --git a/docs/build/html/_images/notebook_common_envelope_evolution_14_2.png b/docs/build/html/_images/examples_notebook_common_envelope_evolution_14_2.png
similarity index 100%
rename from docs/build/html/_images/notebook_common_envelope_evolution_14_2.png
rename to docs/build/html/_images/examples_notebook_common_envelope_evolution_14_2.png
diff --git a/docs/build/html/_images/notebook_luminosity_function_binaries_20_1.png b/docs/build/html/_images/examples_notebook_luminosity_function_binaries_20_1.png
similarity index 100%
rename from docs/build/html/_images/notebook_luminosity_function_binaries_20_1.png
rename to docs/build/html/_images/examples_notebook_luminosity_function_binaries_20_1.png
diff --git a/docs/build/html/_images/notebook_massive_remnants_20_1.png b/docs/build/html/_images/examples_notebook_massive_remnants_20_1.png
similarity index 100%
rename from docs/build/html/_images/notebook_massive_remnants_20_1.png
rename to docs/build/html/_images/examples_notebook_massive_remnants_20_1.png
diff --git a/docs/build/html/_images/notebook_massive_remnants_25_1.png b/docs/build/html/_images/examples_notebook_massive_remnants_25_1.png
similarity index 100%
rename from docs/build/html/_images/notebook_massive_remnants_25_1.png
rename to docs/build/html/_images/examples_notebook_massive_remnants_25_1.png
diff --git a/docs/build/html/_images/notebook_massive_remnants_33_0.png b/docs/build/html/_images/examples_notebook_massive_remnants_33_0.png
similarity index 100%
rename from docs/build/html/_images/notebook_massive_remnants_33_0.png
rename to docs/build/html/_images/examples_notebook_massive_remnants_33_0.png
diff --git a/docs/build/html/_images/notebook_solar_system_10_1.png b/docs/build/html/_images/examples_notebook_solar_system_10_1.png
similarity index 100%
rename from docs/build/html/_images/notebook_solar_system_10_1.png
rename to docs/build/html/_images/examples_notebook_solar_system_10_1.png
diff --git a/docs/build/html/_images/notebook_solar_system_8_1.png b/docs/build/html/_images/examples_notebook_solar_system_8_1.png
similarity index 100%
rename from docs/build/html/_images/notebook_solar_system_8_1.png
rename to docs/build/html/_images/examples_notebook_solar_system_8_1.png
diff --git a/docs/build/html/_images/examples_old_basic_example_1_1.png b/docs/build/html/_images/examples_old_basic_example_1_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..d9259056e863de8ff7a6eaa0265455d798bee2fa
GIT binary patch
literal 7243
zcmbVx2{@GP_x~`MC`2-;n3^nEqR7rj_LQOpm5|q1B4n8`V+oP<wbU4E$x>O%nqdrz
zVyq*=3{$p{nTa%G|3CD8-{1HB{=Wa~e_j8X>$#rix$kqI``qXLoO7RZo=2A~O!)Z@
z@_|4gelt@;D-ehS4O~3Ccz_n<Ek#e@rs-#7<9FE$>4$Q>=M1{w=;!U><>%pc`$&NE
zJzqDkyDEynU*U+WpP#p{mXea^-vo+Y_gs`dU~97gCcNIJw!R?H?tR-A2Ph-!00?xb
z&dgB%%KfYbD#q{TGG^un%R0%avu0iLkkhc~5htfTZN__#^DgjQK2Ow`HM4kn;bnvq
zEF-G$8D6*I5B1sE*@tOay0Vb#bNhBxK+fNcE>shI#vhr{_2!)#zhFp9o8S>}2$!wt
z;1X&pT|Q7j@<u-e7p%%!(lRkYg|NCw)_Ps&pJc|^+aZd$kdQ3e$P#)44qtgjgbJDM
z;wHqHo;}VqG88@=t^`lnD`g4wmP?hn_$wnL<3;CQA+b|xUSsIb)Z*0}(0O9{%a@Mi
z!V8wzqj2Th>BEHZLAP@zhLT4`*l;-S4#OCmo-c7RKR@;L=^Ge;OG`^FvBEE}$Qk+j
zs}>X#L=Y}2fX7KsK<0CEb9stJhPMl!Jqv&B)NXb8as<xE&O(xseas}Wx3~9<r{}^`
z2DDRF9A(d-%LBjXJLJ{XkIho0rPRK2km7*{{*|UI8y-T;hnJF?--GuQ2?CN7y=IuI
zY`M&Q0p$Of!D&BvI)pWbWsew?8{0jM_f~5BDLiB!stcMQES<;+rhg3Pe@$_dhbvpv
zY11t%`)KVw>J)D<a2W^`&*d5eOEaiKF>WDya=N<I$4L!=OEv_w=JN7#R_NvmnuQ-<
zpwgjDY;NCalH-?_D4pej%Z&?3I*Yq%sR4&Tolj0UEsRt*&bP&jfr$_pn)ulI)<+|#
z-8+EM{go+fW!a5mXd$uJo9-K;HH1)wf%dH6X$=B?a-Dp))_2B20`t>S5&vB|Q9`%l
z-J^Z8b8}x`6_<TYP#>dFe0!YV$L?=ne~laX^y$Z^@(_Phf1Mxi_TBXDQl(&6R6l?J
zzW#n?3hbq|f(aX0^Nw^)RZY#<E;h!rsatDaVVf^#u*9~tC2F^Ag#*Wp8V^T6Egs{9
z?2(b{$gYei+>h#VjHhW*=tn6mGc|WTl7V3aH>^x&#*1sK&1X1iwxC$c#8u$8-*N~J
z|Dl?me823<l`EhMmmY}_b}Q_S&xEn``E=qN=gx<IXtbFbFO^CK`Jqtcu`z)iT|DGJ
zbblJ>VpHQGhNAdD)W^}j*Hqi@MJfSXa#%YcJ~oz5PF`Nqn+EF9WgP}>tC=y@*s#>C
z4Jx_SSU<itG%!#RxP&}{`DtNd0s*c4T5y^hcv)ie`hgdE;!wk{kvq0S2RnrTl$f3h
z-9(Ej*buWcebY}l@mSyV;r<gb)b;9WaUH#W{(x@K>D)ESjH|o*>cEC|iA{5VfjLeu
z6cGniqHpwkDZt+PIu^_*sH#dk<<!Rf?3CneSNt}3P%uRvfJ52tr=|n$bTm&`BkLyA
zM~bt;b5yNco6+#1GbU<twS}aH55|O!-uZ{cBn!!OU+!B`&O%(G#eIlLIai=@Z_+f+
zplJrpetE^+lts4Gf-C1;v9>1n_7a~NMCU0=S?O9g9OUCBd;kfkRa<GgGqFjj>&H)=
z5bwX5Ga1>yO~7G<>I4ozbSCLr8RavgVu|Kk)7)j6q3#3DF_F^6nrM~a&m@72;TxC{
zXy&kh%BV9E#aXx3L&b1=%b%>O-1W$Ca^(ahPf=g;^f0{&!)22-?0|ev1QV-?H)+x;
znVGLYq8=>6Uq7A{e_&Pjh7XMz2OVA@qh%{PsVID~HdC@<pg#npGeZaGh_sNdWeiKJ
zjHdm}Ru&eYY81)4dH9K@_<f~`0E6BD?TTIOH#n+RZ#EV47(WE4=<3z00v-D_8|g=W
z_?LRfN(PR)&C^*NEPmt-l^dK2FN=#iJuTtjZvw__9@h$`C^+=k`UWvRe)N<6=+n1r
zK`47$TU#-AM|i}PJ_+g;qr@!<4Q~=kcScqtuklcJl^p5-e~YyiuFla!a}z{TJOn#$
z@;7jj)GB#YZqVu3L{H)pQOzL%?<LkT;U1}ENj^*v$t#&=Qa1`YMsm4xx~5+n<qeby
z5k#Ka<mg<utOc+V3Q1nP#b>Gjwg+BSFWO%|NZw_?^DgP0(TY7Q(n%ajOEfH<`5fH!
z#r)_aXBvQmyh2U1tl{fD=;RmKyU<bu5dm(3sa_D`enEDPmFaCUHZbx9;9>bJ0lvO$
z;p(x}B3WiZ*gIvWQQkDr$(c`t&PH40NJkxi5?-!}estaCWYJ}jPE^bX=DWqIlARXo
zRSI9hIkfDNAl0~^&!5ZdwkXLCrX~KKObbswwl16iF#YyPp+5;&$4g_j)fvEzZhXVF
z0)#gV`Aih-yR-ml2Yu5l9wFT2xg~+gp8H9<i|d-qx<)E-8<r!JL;U8Bi_4zjLnnuP
z10D>wCo?daH9cxY17<}<0@D2@L8FQ|drB%O&h$%fv28xAeH0HmaP|6OA1U}3KrQnc
zz$(m5_OhM%(6WaC-H1mkS>E9{W@q##pUtzbG}TLl97BsgKNe*et^^27^xBQ^k+<5l
zEwRQ}j=<{k+$xisk4*1xH@E`hU=nu{>V%V-z#+HVM;YTK;!SSA%M2xTwnaTH!2mgo
zC;QQ?zcJ6tg0`D}a)k(rCn-gp*=FyA;k3`+yFJvKm1@lXw9nYcCc*Unq9_{~P=nL`
z19@j@ISbzE)9^elQPE{FU75bI7`0A+d({#vDI8nEIZl#LtBgSYx|aLvJ+h{i6o4Df
z2GI$lRIJMq8ot8xF%R<Ff;Q=8mJjsA)E!J_{-NCx`oGO>YAI&2tGQ4OR2Y9E30RD`
z^L{p+z@afxv|{C8eKOArlEd{x;Mb`xj{=;ha^;0+0r8GPon%MNz39*Gb9GnVJ&uW#
zhx)R~;Vk95>L7BLM+#1Nm%_<PJWqWkzWg352vuJGs-N<5a=iHnvnYNWyXIzuoDb9_
zP_4i}>~2HDyCmT&+{r466QEHvX0L^lbnUiHZx+oKE)Yzrwo)z3`U=lJYzuUAh8{cF
zNpkNh*;6NEqn-xo-Cr(wjv?XZIQ^~<h$4jR|DVP;;+v1l_y}M@$F}PWe(eIdN^iGL
zW|vc(;g{4J3jx(?OO?0qIV;1n(9X;9t^i8ku)I}3)u|$EtNYs))SvvK0rQkMtX|e>
zd)LuB*4FU0DcQ2%eU@DT5!<rww`oq5ZX}R&eX|5Urakz}TAvk<4zF&WQcN!!$`&aE
z;tW%fnuc*x-(cu&WMWdiNOBh7w7EhW=XZgce7h%O<b^&a094aVDZVXMc59Zl|DLN_
zC*Fv>_}w^;aGRg}q-(O`k=@-Z7bX8BTq(s%$wT{0u#5W8EpOw2f|$v8PJ6EV(+Ps<
zT4h;rE*3G{lWaQ+0sF;Sri|yhd%J!ao_0RgZ@p2Z;y2seL64xMM8z3FJrxx|5%=V_
z`6`LqQFS)A#-<i4WoFkkt(YS06xXfwk&s`Z=&Y&S(u8fsmucp={r&uX$K$l$R@A2y
zcV`OwYr-{)h}d`6s~y$(Vd68R*12)GfWdQL;sDb;F8;B)lmVMCX+metD`mBXW|a0d
zN*Vyp2{3fUYX1PA_Ka~W%~$bFx3rYz?insh7vC9)jW=X9R-`V#)P784&f_jwiUM;4
z?gP$a(=v}Sme3ZnUmHF3)m^kJ``~sDuqE#_Mkw727aQ8DIxN>&Qohd>O(Yqo3ywYN
z{j`9d|F}hC$}E&@kUPb&atZa4$qm3dntf55tFxsI4NE7tmdv5vj?3&9=E9F60gzt5
zV*(vtS-DX{r4Ub858NXcsN^Y{Nh$+K`0G50s}~V#9`kUWR0{pYGm6k?%e7OD^HRzv
z5VSGNd#}u-VstAA1VV_>K=p?Yl>ok2TkcT3;L>oj{Zl#(B{@AkeL|Y>ZDc*0`!+Wn
z<q5gJ{s|QrIOEu19%~a~bRx9I^+`Z)ESCsd`L=3x0F&Vb`#N4DL3_UdadThz<GORK
zp8e@Ky#_z&%WVaDik6bswkfLu{C<q!VLvi;O#=N{mTC*y=S;9Fuk+&H&*U~&L$jJ6
zSH3zfJJ@b+xcZ!kwYlTIKufk~IJb5iG;H2FwqQq1Z>G3Suvhn2D`<JiL335ZZ`);D
znyeCG3(F^*5dW^x`z{fD!2`2(potO?W^loilzS?t+}^U)r90=tdzTCO_tK`Pj2@l~
zS4w8Tc$=+jk}-^VfvXif{d%KSdTg`e5n$}UfV}8xOG~9RbHQjvIkb)aEq1@`UOx0k
zUet`MuQmhYm(>`ZIqX}9YXpV|=SKl=ZaQOqcu!k1A^)pRb?aGXB!rVfWl^H@FEJ<F
zHC(^X5*#=*IxDJB0ZWcf@@smC?#-m6r4Z)hKz#LcJStd4qw=1JYO0CvMilu)_RVJ7
zR5{?L-<97t(kGV!;X`YhnFq^2lB#_wUM56bD3v(@b9di;w|3FeyuFC79e7@o++LLK
z+h&8%3+5xs#NS?JTMk&1Ikdg&%Rd))jQz+k-((DM-Ev_~kdbgKW#b207iHz|ubt4Y
z4Ip!DZQ0Vi?Vhi;$r|PEUB>FbM4ITKt4<v+4`Odm=l2Z^op<Q?EJAK8N=Jl<xFo{f
zS9PRu+DT3WVUkMlfjS9|Z}cVQ5hyqmA_CS6U<HTifd=c>f>hRIpAz*F63gypjA{X>
zn6$YAX-{OK88n+aE=*nO*k?Q?d2I7O<br257!hD(dupFtNBRNur>hB$XN|;C+tN-s
zd&J5*b>fuEvSghu$HT6kOBM(g5&Q8*{EHqZMNnsu{5y#IbOv0}M;he#M9geP=1LeR
zUZPSh?zlip#i;<~xb3O>H=rjx?M~OC`YD4(=1g4-KK02jMZkM~_w2bj-alv*Y|V1Z
z4fS{x>GRU6EkVxt=Br4teI}4v^8=Z3&R@Uvr#`^kHWJ%sjCDJ$m~zIJn}GK^S($<8
z!gAs%81*omF0X==_~s{~m*)G&H6#zI3Soz760Y@C@sIluPjR~{{{V7;)d9%3HeO?F
z%;=7bx+m_acu6OPQ0hxt_7tZ^@J$h{3XHC#J-%dltL599+j1S-Q#%5N)aNX9C9P;w
zt|L~=?pjOw72e0s&jm*`$k5u;u;0KYaAnuG>8-f}4OkyM2YZh<%)1F^2PuJl>!uU<
zY`8Dk+cR2aY373K8Pw>^Xg`>W>0^;pxfAfK*U!JIN?%OLnSx6v$gT~n=J>ztzilOD
zBvbtuE1D`N+r5h+Y>b6owk-TpG}(31v#1oW4z`DpYKC(Jw|*7Rxw<j(8uHWMq~u+U
z@{!v$G3KCnBCn**v>hF1s^4iuV?dOZ<gbWV@n5f*Y2E67F!zOW!7%^n)K{|Np>SK|
zwL3^>Vgj-Luuf7;%pUz~;a<q%aO<#P<e&qxliIkij{m;IXPy!t)(HbNMG9H->h<eW
znTv*ok_I&<vy{_k)+&jWwmM~sKF8t0Z)|dihCt4l%-r#9jrj7Cl9Kp(5uxM<LY+WW
zV5eQR;22z(0Gu#|eujoE(BJK{+l2!7PN?}8RkYG?s+gF_i#r7bzzcQ(6@W;kf1@%2
z&RsrWzDVG>jFAL<GEg!A&SoH{{Cyyc|7)(lx%?+J5X`}O0pW&xfQOy4NaHX0{~PZe
z>i=Hf2;7ZU(H<p9C|6dm1X&0PX*ym4R4JG_tgjMWd~xlz%BUj}Px{_{S@$8H5x|-n
z7LkX;TdkEpEJ$$BArkX$Co6B$IB4!qIX=50=fiH()-d$YI6RD0e_cpOtVaL8LEWFl
z01pY)9#Of$Tf&vD={xNWGd46_{eTn*)neXiTX^`i)E=q!ktD$-nm%j?_MD*?QyRyp
z^Tn@Ty*Yl-&`_B_;GE1IdI(pY|H;veVPOX|J3G6(al%4oe|l`kUt(gl#St|nK>P*h
zrc;`!&RIz+86<Ut9SZmVk|qU*J0AM(i2J|5#Zjcd{BUecq*uk?IC*w0Erjw{Qtzl&
z6Ju)iesO^B;J<b?yXN;6#KoAhcOonyAzu5P#OHt7|K6{|Kz(V4sulX13IJ2l|5ToU
zOs1NA?KcV*s`meXlKfl!Y6mzmJ88skg!=zW0ytb4@t@VM|Ag7OJjFAANNz_TpSI@5
zpDP*&PY!!w68pb;w@(7O0h#^v!7Q56A3kA;g{M6J-<kHuHYwG8Z}XA2fkgWc&r4fM
z>BFtafL_wr9GUQ$6p%iwsDfX*lJteHhhps~mJ+R_?cV_A-0on)P6DyONz13xZBH>l
z-m1MIkJFX@XHGFU5Ui&6R6(B3abCI%93FW31rY^g!q>>#kv|sC;5k_-6J9{y#L!j=
zNsdS!3K&Sb%lUuaMAit~@SX&UCCzETxQIWy6lt@>V6oam4{E|G0t%c24`i)CRr24#
z|ErEX9U-BQX|>rk^bnZ$xI>L<r4%uxzP_F!Dg{qDG91rjfmM|6T0=Z-$t!>#Xu)2f
zd2u0ewxzho9O|6&Ewbjo-l~0WRkj9~gDSg9nn_Ra!7|>5m^u~wHWTz4EyvGcHAIAX
zbKkbJ$PvhZU7yuS_=`LO(KZ&JzutnqXgm3?5fKxb;8QO6_3DHzeT*Tb^jcuuBYjvJ
zRi0Fz7!Gt_N^pz`#_ZiXIB^RWAAeBarBg)6Y|qZNirk}>$JU3Df&QllTlcb7k8G;8
zH6jj(sfyA848&xW{AmIhNQ(ZBo8pGD4Kz(c1#*HP;x;-+H5tRADr?tz5q+f1E>Zx`
zxD3|<63ODOCO9H@t4PdWe6WDZ7|xBn>GB%45slLor<AEyT1RMw97Nwcs3I?Tm%%qU
z^oLHHo&K7D3SN40wJme_y2|KX<S6O;qQ>$w97dbHL2yPEcPZ@mhy6lz#hzRvkrdS`
z)g#s@E=W<U1Qt)zj5_IiZkGqTtv+PU<tdAOrYXW>uG5AEMNT8tH0#98V8|}&?&-Ln
zZ`tD<-8>y(L*Z`&(VK3>7KcCurrJp;`v$H1>4pUj(!2-_n*o6p!MFHFWH|8=jC~KL
zc#jSSLYQ1kKks0EZ>NfNAkS-FR1b$lOdSf(<>~Z|Ae?}>M<A30UK32hy|_A^iR`+c
zM`u-9=p4q*KdEnCtnIB6w%OJ2xKH$YE=Ln@O*M@$^zh0A11#0ND5&iIy*5<ieK7jz
zxW3vl_kxOPuB8L)q-F<#w7Q(hkRi<qg0bKp7Ybo_oqS8sX4Fsa+W{c*gBmwtqQeR-
zJX5)5T&Sdpm)#!!E48NcO`$uDo3=zGH^(u&+cL{)1tXv<Q_c6xDzcXshDZx%UzDf#
zJ-wd$%jV}%8H?SBQ{PgH!tZ?TjXuLK6YX{!BU&<=(-+boFg)<tg^CSpkC+Nsi{==c
zC<+pHxdE#XO&9z=Wk@p_j2=esA4%)J)YF%%(%eMf9cCT=lD?^5F=yc5UZHcT@$I^1
z2-mt)uQ(-#3;li8_t-L~Y)tFHazgX3w<YDG8eHq|`pFi0YL$Gq`=jXu82czwk;yTO
z7(U;yT47>?QPZ{Qb}j|g{wc8{P}Fw0F)_M}^n`Pby0MHX{yGv}bj39swi~I&!xm%C
z&_fh_vx~MGOztU^;Oqns`?0z#b+(Q?{&TZ-6-L2u^qvpW%Cmll(crK-w<<`+o#C#~
zh`s(0-hnu@M+JZA8<#{<{SyhK+CjD#aVw_&NrlLD+RXRE8xhXPg8bG^A5^HEE5ZRu
zey~gq%b8yjxZ+h7k|-Z`h~%Nfl$>?TZUVPu+V;HnR?aQ1O?1FWc}qqw>jzDeY4mcQ
z+M$$9@Lnw9Cf9c#mH~Z?L&vDzeqtb6w`Hz!qxqhNyK1F#zEa$(Ni(eQ%fS7}@K8vr
zzrd{C_i_jW=T1{q(RMnpJXIwKIWg{Q`gR?zt3|o6iXEslm|53BG$j*y*OFGN#ydZ1
z_iU=!5E4^S>+904xu!u9!DpG(kn{uhN}JjrW!G%I`>2g4h$(EjSd4wCleR(RrlMXf
zNK>+Fl)#k{Qw;76XdHqI0ruc9hV-l)pY22$k42+{1oWy96J+hfO?#~p;=)VMT+Llr
zU4U8qkbr$d{doa{8C;lpcR1t^O!}uglH(WCmte;mS?iwt!HbOUCEw5|KbyL|Ku!Dv
z!kM6uAKVTy%+7dd7>6KNHGy})MQ88?v5Yo9ulZt`r6I(2fhe`vHD?y;xL)M0MRCvf
zbk}WB^{LvsR$Rd}xWnb%Bt5|~jn}gVwDPb8;tk@Kz**UT1lP6Hv7%o6)u#L@$6sQX
zVCxMG5R2?m6eOxjhwIKzmqG%WejBYI#*gq2$ne0B%f>AWt`JE~`U2LX^a$|TCQ1zm
z#Ngn6i?99>1DO*0U1ryj73e}7koij|pPa2YpM1u9^LY^!b8DbFX7cRES#=?^_~0;K
z()ZeYy%N71e9vyg>XuReOc%~*b<)k52m^cO>zxW5Aax(zaLkf>%5C$7KDxAF5VObd
zvKCy1!rL%GhjMIH_tXaxVIV9h6kK(Gb@FaGNF6d-!g&|PiVNT3T*n|{Ma2{nm_|G^
z*7Py1(>U8>6$sbReRU@_4CWZ1tu&vb&llIRvdSlc`Zle~Spnrjp-XQd<lq>@ueimV
z*bh&Eg6L$VbU(K6u<}KFmO~N_!yQx}sHI2xYWSvr2<5F?6QT_@8<jA`+YHu)Dk!8|
zG8n$80>?p_loR4lWC3k$hcbVKq5n|RKR<<S!Q^HSo_<DQi2xt=KxRf3hGl0R9{e8)
C;ShHK

literal 0
HcmV?d00001

diff --git a/docs/build/html/_images/examples_old_basic_example_2_1.png b/docs/build/html/_images/examples_old_basic_example_2_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..d9259056e863de8ff7a6eaa0265455d798bee2fa
GIT binary patch
literal 7243
zcmbVx2{@GP_x~`MC`2-;n3^nEqR7rj_LQOpm5|q1B4n8`V+oP<wbU4E$x>O%nqdrz
zVyq*=3{$p{nTa%G|3CD8-{1HB{=Wa~e_j8X>$#rix$kqI``qXLoO7RZo=2A~O!)Z@
z@_|4gelt@;D-ehS4O~3Ccz_n<Ek#e@rs-#7<9FE$>4$Q>=M1{w=;!U><>%pc`$&NE
zJzqDkyDEynU*U+WpP#p{mXea^-vo+Y_gs`dU~97gCcNIJw!R?H?tR-A2Ph-!00?xb
z&dgB%%KfYbD#q{TGG^un%R0%avu0iLkkhc~5htfTZN__#^DgjQK2Ow`HM4kn;bnvq
zEF-G$8D6*I5B1sE*@tOay0Vb#bNhBxK+fNcE>shI#vhr{_2!)#zhFp9o8S>}2$!wt
z;1X&pT|Q7j@<u-e7p%%!(lRkYg|NCw)_Ps&pJc|^+aZd$kdQ3e$P#)44qtgjgbJDM
z;wHqHo;}VqG88@=t^`lnD`g4wmP?hn_$wnL<3;CQA+b|xUSsIb)Z*0}(0O9{%a@Mi
z!V8wzqj2Th>BEHZLAP@zhLT4`*l;-S4#OCmo-c7RKR@;L=^Ge;OG`^FvBEE}$Qk+j
zs}>X#L=Y}2fX7KsK<0CEb9stJhPMl!Jqv&B)NXb8as<xE&O(xseas}Wx3~9<r{}^`
z2DDRF9A(d-%LBjXJLJ{XkIho0rPRK2km7*{{*|UI8y-T;hnJF?--GuQ2?CN7y=IuI
zY`M&Q0p$Of!D&BvI)pWbWsew?8{0jM_f~5BDLiB!stcMQES<;+rhg3Pe@$_dhbvpv
zY11t%`)KVw>J)D<a2W^`&*d5eOEaiKF>WDya=N<I$4L!=OEv_w=JN7#R_NvmnuQ-<
zpwgjDY;NCalH-?_D4pej%Z&?3I*Yq%sR4&Tolj0UEsRt*&bP&jfr$_pn)ulI)<+|#
z-8+EM{go+fW!a5mXd$uJo9-K;HH1)wf%dH6X$=B?a-Dp))_2B20`t>S5&vB|Q9`%l
z-J^Z8b8}x`6_<TYP#>dFe0!YV$L?=ne~laX^y$Z^@(_Phf1Mxi_TBXDQl(&6R6l?J
zzW#n?3hbq|f(aX0^Nw^)RZY#<E;h!rsatDaVVf^#u*9~tC2F^Ag#*Wp8V^T6Egs{9
z?2(b{$gYei+>h#VjHhW*=tn6mGc|WTl7V3aH>^x&#*1sK&1X1iwxC$c#8u$8-*N~J
z|Dl?me823<l`EhMmmY}_b}Q_S&xEn``E=qN=gx<IXtbFbFO^CK`Jqtcu`z)iT|DGJ
zbblJ>VpHQGhNAdD)W^}j*Hqi@MJfSXa#%YcJ~oz5PF`Nqn+EF9WgP}>tC=y@*s#>C
z4Jx_SSU<itG%!#RxP&}{`DtNd0s*c4T5y^hcv)ie`hgdE;!wk{kvq0S2RnrTl$f3h
z-9(Ej*buWcebY}l@mSyV;r<gb)b;9WaUH#W{(x@K>D)ESjH|o*>cEC|iA{5VfjLeu
z6cGniqHpwkDZt+PIu^_*sH#dk<<!Rf?3CneSNt}3P%uRvfJ52tr=|n$bTm&`BkLyA
zM~bt;b5yNco6+#1GbU<twS}aH55|O!-uZ{cBn!!OU+!B`&O%(G#eIlLIai=@Z_+f+
zplJrpetE^+lts4Gf-C1;v9>1n_7a~NMCU0=S?O9g9OUCBd;kfkRa<GgGqFjj>&H)=
z5bwX5Ga1>yO~7G<>I4ozbSCLr8RavgVu|Kk)7)j6q3#3DF_F^6nrM~a&m@72;TxC{
zXy&kh%BV9E#aXx3L&b1=%b%>O-1W$Ca^(ahPf=g;^f0{&!)22-?0|ev1QV-?H)+x;
znVGLYq8=>6Uq7A{e_&Pjh7XMz2OVA@qh%{PsVID~HdC@<pg#npGeZaGh_sNdWeiKJ
zjHdm}Ru&eYY81)4dH9K@_<f~`0E6BD?TTIOH#n+RZ#EV47(WE4=<3z00v-D_8|g=W
z_?LRfN(PR)&C^*NEPmt-l^dK2FN=#iJuTtjZvw__9@h$`C^+=k`UWvRe)N<6=+n1r
zK`47$TU#-AM|i}PJ_+g;qr@!<4Q~=kcScqtuklcJl^p5-e~YyiuFla!a}z{TJOn#$
z@;7jj)GB#YZqVu3L{H)pQOzL%?<LkT;U1}ENj^*v$t#&=Qa1`YMsm4xx~5+n<qeby
z5k#Ka<mg<utOc+V3Q1nP#b>Gjwg+BSFWO%|NZw_?^DgP0(TY7Q(n%ajOEfH<`5fH!
z#r)_aXBvQmyh2U1tl{fD=;RmKyU<bu5dm(3sa_D`enEDPmFaCUHZbx9;9>bJ0lvO$
z;p(x}B3WiZ*gIvWQQkDr$(c`t&PH40NJkxi5?-!}estaCWYJ}jPE^bX=DWqIlARXo
zRSI9hIkfDNAl0~^&!5ZdwkXLCrX~KKObbswwl16iF#YyPp+5;&$4g_j)fvEzZhXVF
z0)#gV`Aih-yR-ml2Yu5l9wFT2xg~+gp8H9<i|d-qx<)E-8<r!JL;U8Bi_4zjLnnuP
z10D>wCo?daH9cxY17<}<0@D2@L8FQ|drB%O&h$%fv28xAeH0HmaP|6OA1U}3KrQnc
zz$(m5_OhM%(6WaC-H1mkS>E9{W@q##pUtzbG}TLl97BsgKNe*et^^27^xBQ^k+<5l
zEwRQ}j=<{k+$xisk4*1xH@E`hU=nu{>V%V-z#+HVM;YTK;!SSA%M2xTwnaTH!2mgo
zC;QQ?zcJ6tg0`D}a)k(rCn-gp*=FyA;k3`+yFJvKm1@lXw9nYcCc*Unq9_{~P=nL`
z19@j@ISbzE)9^elQPE{FU75bI7`0A+d({#vDI8nEIZl#LtBgSYx|aLvJ+h{i6o4Df
z2GI$lRIJMq8ot8xF%R<Ff;Q=8mJjsA)E!J_{-NCx`oGO>YAI&2tGQ4OR2Y9E30RD`
z^L{p+z@afxv|{C8eKOArlEd{x;Mb`xj{=;ha^;0+0r8GPon%MNz39*Gb9GnVJ&uW#
zhx)R~;Vk95>L7BLM+#1Nm%_<PJWqWkzWg352vuJGs-N<5a=iHnvnYNWyXIzuoDb9_
zP_4i}>~2HDyCmT&+{r466QEHvX0L^lbnUiHZx+oKE)Yzrwo)z3`U=lJYzuUAh8{cF
zNpkNh*;6NEqn-xo-Cr(wjv?XZIQ^~<h$4jR|DVP;;+v1l_y}M@$F}PWe(eIdN^iGL
zW|vc(;g{4J3jx(?OO?0qIV;1n(9X;9t^i8ku)I}3)u|$EtNYs))SvvK0rQkMtX|e>
zd)LuB*4FU0DcQ2%eU@DT5!<rww`oq5ZX}R&eX|5Urakz}TAvk<4zF&WQcN!!$`&aE
z;tW%fnuc*x-(cu&WMWdiNOBh7w7EhW=XZgce7h%O<b^&a094aVDZVXMc59Zl|DLN_
zC*Fv>_}w^;aGRg}q-(O`k=@-Z7bX8BTq(s%$wT{0u#5W8EpOw2f|$v8PJ6EV(+Ps<
zT4h;rE*3G{lWaQ+0sF;Sri|yhd%J!ao_0RgZ@p2Z;y2seL64xMM8z3FJrxx|5%=V_
z`6`LqQFS)A#-<i4WoFkkt(YS06xXfwk&s`Z=&Y&S(u8fsmucp={r&uX$K$l$R@A2y
zcV`OwYr-{)h}d`6s~y$(Vd68R*12)GfWdQL;sDb;F8;B)lmVMCX+metD`mBXW|a0d
zN*Vyp2{3fUYX1PA_Ka~W%~$bFx3rYz?insh7vC9)jW=X9R-`V#)P784&f_jwiUM;4
z?gP$a(=v}Sme3ZnUmHF3)m^kJ``~sDuqE#_Mkw727aQ8DIxN>&Qohd>O(Yqo3ywYN
z{j`9d|F}hC$}E&@kUPb&atZa4$qm3dntf55tFxsI4NE7tmdv5vj?3&9=E9F60gzt5
zV*(vtS-DX{r4Ub858NXcsN^Y{Nh$+K`0G50s}~V#9`kUWR0{pYGm6k?%e7OD^HRzv
z5VSGNd#}u-VstAA1VV_>K=p?Yl>ok2TkcT3;L>oj{Zl#(B{@AkeL|Y>ZDc*0`!+Wn
z<q5gJ{s|QrIOEu19%~a~bRx9I^+`Z)ESCsd`L=3x0F&Vb`#N4DL3_UdadThz<GORK
zp8e@Ky#_z&%WVaDik6bswkfLu{C<q!VLvi;O#=N{mTC*y=S;9Fuk+&H&*U~&L$jJ6
zSH3zfJJ@b+xcZ!kwYlTIKufk~IJb5iG;H2FwqQq1Z>G3Suvhn2D`<JiL335ZZ`);D
znyeCG3(F^*5dW^x`z{fD!2`2(potO?W^loilzS?t+}^U)r90=tdzTCO_tK`Pj2@l~
zS4w8Tc$=+jk}-^VfvXif{d%KSdTg`e5n$}UfV}8xOG~9RbHQjvIkb)aEq1@`UOx0k
zUet`MuQmhYm(>`ZIqX}9YXpV|=SKl=ZaQOqcu!k1A^)pRb?aGXB!rVfWl^H@FEJ<F
zHC(^X5*#=*IxDJB0ZWcf@@smC?#-m6r4Z)hKz#LcJStd4qw=1JYO0CvMilu)_RVJ7
zR5{?L-<97t(kGV!;X`YhnFq^2lB#_wUM56bD3v(@b9di;w|3FeyuFC79e7@o++LLK
z+h&8%3+5xs#NS?JTMk&1Ikdg&%Rd))jQz+k-((DM-Ev_~kdbgKW#b207iHz|ubt4Y
z4Ip!DZQ0Vi?Vhi;$r|PEUB>FbM4ITKt4<v+4`Odm=l2Z^op<Q?EJAK8N=Jl<xFo{f
zS9PRu+DT3WVUkMlfjS9|Z}cVQ5hyqmA_CS6U<HTifd=c>f>hRIpAz*F63gypjA{X>
zn6$YAX-{OK88n+aE=*nO*k?Q?d2I7O<br257!hD(dupFtNBRNur>hB$XN|;C+tN-s
zd&J5*b>fuEvSghu$HT6kOBM(g5&Q8*{EHqZMNnsu{5y#IbOv0}M;he#M9geP=1LeR
zUZPSh?zlip#i;<~xb3O>H=rjx?M~OC`YD4(=1g4-KK02jMZkM~_w2bj-alv*Y|V1Z
z4fS{x>GRU6EkVxt=Br4teI}4v^8=Z3&R@Uvr#`^kHWJ%sjCDJ$m~zIJn}GK^S($<8
z!gAs%81*omF0X==_~s{~m*)G&H6#zI3Soz760Y@C@sIluPjR~{{{V7;)d9%3HeO?F
z%;=7bx+m_acu6OPQ0hxt_7tZ^@J$h{3XHC#J-%dltL599+j1S-Q#%5N)aNX9C9P;w
zt|L~=?pjOw72e0s&jm*`$k5u;u;0KYaAnuG>8-f}4OkyM2YZh<%)1F^2PuJl>!uU<
zY`8Dk+cR2aY373K8Pw>^Xg`>W>0^;pxfAfK*U!JIN?%OLnSx6v$gT~n=J>ztzilOD
zBvbtuE1D`N+r5h+Y>b6owk-TpG}(31v#1oW4z`DpYKC(Jw|*7Rxw<j(8uHWMq~u+U
z@{!v$G3KCnBCn**v>hF1s^4iuV?dOZ<gbWV@n5f*Y2E67F!zOW!7%^n)K{|Np>SK|
zwL3^>Vgj-Luuf7;%pUz~;a<q%aO<#P<e&qxliIkij{m;IXPy!t)(HbNMG9H->h<eW
znTv*ok_I&<vy{_k)+&jWwmM~sKF8t0Z)|dihCt4l%-r#9jrj7Cl9Kp(5uxM<LY+WW
zV5eQR;22z(0Gu#|eujoE(BJK{+l2!7PN?}8RkYG?s+gF_i#r7bzzcQ(6@W;kf1@%2
z&RsrWzDVG>jFAL<GEg!A&SoH{{Cyyc|7)(lx%?+J5X`}O0pW&xfQOy4NaHX0{~PZe
z>i=Hf2;7ZU(H<p9C|6dm1X&0PX*ym4R4JG_tgjMWd~xlz%BUj}Px{_{S@$8H5x|-n
z7LkX;TdkEpEJ$$BArkX$Co6B$IB4!qIX=50=fiH()-d$YI6RD0e_cpOtVaL8LEWFl
z01pY)9#Of$Tf&vD={xNWGd46_{eTn*)neXiTX^`i)E=q!ktD$-nm%j?_MD*?QyRyp
z^Tn@Ty*Yl-&`_B_;GE1IdI(pY|H;veVPOX|J3G6(al%4oe|l`kUt(gl#St|nK>P*h
zrc;`!&RIz+86<Ut9SZmVk|qU*J0AM(i2J|5#Zjcd{BUecq*uk?IC*w0Erjw{Qtzl&
z6Ju)iesO^B;J<b?yXN;6#KoAhcOonyAzu5P#OHt7|K6{|Kz(V4sulX13IJ2l|5ToU
zOs1NA?KcV*s`meXlKfl!Y6mzmJ88skg!=zW0ytb4@t@VM|Ag7OJjFAANNz_TpSI@5
zpDP*&PY!!w68pb;w@(7O0h#^v!7Q56A3kA;g{M6J-<kHuHYwG8Z}XA2fkgWc&r4fM
z>BFtafL_wr9GUQ$6p%iwsDfX*lJteHhhps~mJ+R_?cV_A-0on)P6DyONz13xZBH>l
z-m1MIkJFX@XHGFU5Ui&6R6(B3abCI%93FW31rY^g!q>>#kv|sC;5k_-6J9{y#L!j=
zNsdS!3K&Sb%lUuaMAit~@SX&UCCzETxQIWy6lt@>V6oam4{E|G0t%c24`i)CRr24#
z|ErEX9U-BQX|>rk^bnZ$xI>L<r4%uxzP_F!Dg{qDG91rjfmM|6T0=Z-$t!>#Xu)2f
zd2u0ewxzho9O|6&Ewbjo-l~0WRkj9~gDSg9nn_Ra!7|>5m^u~wHWTz4EyvGcHAIAX
zbKkbJ$PvhZU7yuS_=`LO(KZ&JzutnqXgm3?5fKxb;8QO6_3DHzeT*Tb^jcuuBYjvJ
zRi0Fz7!Gt_N^pz`#_ZiXIB^RWAAeBarBg)6Y|qZNirk}>$JU3Df&QllTlcb7k8G;8
zH6jj(sfyA848&xW{AmIhNQ(ZBo8pGD4Kz(c1#*HP;x;-+H5tRADr?tz5q+f1E>Zx`
zxD3|<63ODOCO9H@t4PdWe6WDZ7|xBn>GB%45slLor<AEyT1RMw97Nwcs3I?Tm%%qU
z^oLHHo&K7D3SN40wJme_y2|KX<S6O;qQ>$w97dbHL2yPEcPZ@mhy6lz#hzRvkrdS`
z)g#s@E=W<U1Qt)zj5_IiZkGqTtv+PU<tdAOrYXW>uG5AEMNT8tH0#98V8|}&?&-Ln
zZ`tD<-8>y(L*Z`&(VK3>7KcCurrJp;`v$H1>4pUj(!2-_n*o6p!MFHFWH|8=jC~KL
zc#jSSLYQ1kKks0EZ>NfNAkS-FR1b$lOdSf(<>~Z|Ae?}>M<A30UK32hy|_A^iR`+c
zM`u-9=p4q*KdEnCtnIB6w%OJ2xKH$YE=Ln@O*M@$^zh0A11#0ND5&iIy*5<ieK7jz
zxW3vl_kxOPuB8L)q-F<#w7Q(hkRi<qg0bKp7Ybo_oqS8sX4Fsa+W{c*gBmwtqQeR-
zJX5)5T&Sdpm)#!!E48NcO`$uDo3=zGH^(u&+cL{)1tXv<Q_c6xDzcXshDZx%UzDf#
zJ-wd$%jV}%8H?SBQ{PgH!tZ?TjXuLK6YX{!BU&<=(-+boFg)<tg^CSpkC+Nsi{==c
zC<+pHxdE#XO&9z=Wk@p_j2=esA4%)J)YF%%(%eMf9cCT=lD?^5F=yc5UZHcT@$I^1
z2-mt)uQ(-#3;li8_t-L~Y)tFHazgX3w<YDG8eHq|`pFi0YL$Gq`=jXu82czwk;yTO
z7(U;yT47>?QPZ{Qb}j|g{wc8{P}Fw0F)_M}^n`Pby0MHX{yGv}bj39swi~I&!xm%C
z&_fh_vx~MGOztU^;Oqns`?0z#b+(Q?{&TZ-6-L2u^qvpW%Cmll(crK-w<<`+o#C#~
zh`s(0-hnu@M+JZA8<#{<{SyhK+CjD#aVw_&NrlLD+RXRE8xhXPg8bG^A5^HEE5ZRu
zey~gq%b8yjxZ+h7k|-Z`h~%Nfl$>?TZUVPu+V;HnR?aQ1O?1FWc}qqw>jzDeY4mcQ
z+M$$9@Lnw9Cf9c#mH~Z?L&vDzeqtb6w`Hz!qxqhNyK1F#zEa$(Ni(eQ%fS7}@K8vr
zzrd{C_i_jW=T1{q(RMnpJXIwKIWg{Q`gR?zt3|o6iXEslm|53BG$j*y*OFGN#ydZ1
z_iU=!5E4^S>+904xu!u9!DpG(kn{uhN}JjrW!G%I`>2g4h$(EjSd4wCleR(RrlMXf
zNK>+Fl)#k{Qw;76XdHqI0ruc9hV-l)pY22$k42+{1oWy96J+hfO?#~p;=)VMT+Llr
zU4U8qkbr$d{doa{8C;lpcR1t^O!}uglH(WCmte;mS?iwt!HbOUCEw5|KbyL|Ku!Dv
z!kM6uAKVTy%+7dd7>6KNHGy})MQ88?v5Yo9ulZt`r6I(2fhe`vHD?y;xL)M0MRCvf
zbk}WB^{LvsR$Rd}xWnb%Bt5|~jn}gVwDPb8;tk@Kz**UT1lP6Hv7%o6)u#L@$6sQX
zVCxMG5R2?m6eOxjhwIKzmqG%WejBYI#*gq2$ne0B%f>AWt`JE~`U2LX^a$|TCQ1zm
z#Ngn6i?99>1DO*0U1ryj73e}7koij|pPa2YpM1u9^LY^!b8DbFX7cRES#=?^_~0;K
z()ZeYy%N71e9vyg>XuReOc%~*b<)k52m^cO>zxW5Aax(zaLkf>%5C$7KDxAF5VObd
zvKCy1!rL%GhjMIH_tXaxVIV9h6kK(Gb@FaGNF6d-!g&|PiVNT3T*n|{Ma2{nm_|G^
z*7Py1(>U8>6$sbReRU@_4CWZ1tu&vb&llIRvdSlc`Zle~Spnrjp-XQd<lq>@ueimV
z*bh&Eg6L$VbU(K6u<}KFmO~N_!yQx}sHI2xYWSvr2<5F?6QT_@8<jA`+YHu)Dk!8|
zG8n$80>?p_loR4lWC3k$hcbVKq5n|RKR<<S!Q^HSo_<DQi2xt=KxRf3hGl0R9{e8)
C;ShHK

literal 0
HcmV?d00001

diff --git a/docs/build/html/_images/examples_old_workshop_example_notebook_17_0.png b/docs/build/html/_images/examples_old_workshop_example_notebook_17_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..1703e2f705aa3df1b418e1775a60777bf49f6315
GIT binary patch
literal 39816
zcmZ^~by!s2_Xaw2NhnH(fOLm+2q?(V1Jd0v(%m2>tpd^@;GhUYcQ?{KAdQrCHv{*e
zpYQ!W_m9gnJTr4<=A6CPUh7@&de=UYYAW*hxD>b`5C~u4^-Bl{gnA1Cq1<9)0!LP3
zai0NC=&mvfn%KafAGXDN;60AhYh70m2=CGTKg!sAzzuLv*zJ{$n}(y6o2RLZCCJ{?
z&FQV9+gn?+ryiCruC|U2{9L?Tyc|z$+}xZ*xw-%Eb1p|0Yi=SdQgRUJDM;a^w5C_a
zPNuilo33B2feD#Alyn~?LK#gXN(;W!qG-KRr+Y`~Fo~EcsYJkL*x+xV_LHh`Nb+#*
zgr4@C-J6%M>>f(1Bd}4*OD*UqKlnFGt<SBl1Aj&?9m-2ciDB<gV%9?$o<php$64o%
z$8lqN4A}3U-apz8W3x*zh|s0~K5{l5b{YToMg{cpko4d2P-2k!4aUE(ETg}89Qg00
zv@i<M|L5!bnBam%R#+v3?blR!Z8XHL6k-<!`7!YcX=~iS$^|aqP+S+A|LL2bbYAX|
z;aCOP@+CZK`I2b2)qPo9Wg)p{)BmUcr0dFeMlLS*h8{K%A@L@_5!NvLX~b6ze8~>`
z%mVXZgQfZT8z(_f;>@!v1lXH2ekDPUlOU8y5cw;;7I*sPqIeHPi<^A*@rjOcynB<(
zp*A?v$}n`OnpHB<z8JDK)hrrFcp$W7u@tc6@<pS|nDx04t9uQEtxAmfL`$Rz1vW7W
zE=c$1jBs*ef!!2Udo`C>J`5!eEevi5iZ8k=Ie-h(ENgneGzAan)llX_$rWoZU(3b+
z!CN^z98qP5snl!{Z9;Xaa1N?K1UJ-PQwl!ux)XCITpzGFoXhtemOS;g>&@9l)pHYZ
z(Ns`xi>d;C#>#f1wV+6%pSi6}EU@(uYoQ{8!W|Nw>k}#qgI_MGGhdUSOu4Q2$qcVV
z*hUY7*!?)7#U5bl`EiC4ez4xWSmua%=hw6cV-L53rzb*?pq`S4nZ1%|2UrdWJx6gl
zGao$Tn4YZP(E(QuaYos$9y^<@B|P1eb`dwjDBPe^dFNt>@!7|Br+V9@;u5b}pX5{(
zZ{h?S<WxE2n#+%-lbayn2L+FNKyY`w5jZIyyh@%MUvIm6FGH0Gln9Xy8q=GC!u|Pp
zE-1V|$FV;O4q4E;YLeLV%sp^t^36S+Dl{*E^wDA?^k~nl>SU(=tq<Itf5cB<;|Ny|
zn(f$X8-y7!`l^|OeKE5Y*6I`Ea$Z>_MR|c&O8y;%0Bt*{P>huu_d=p{lI<JS#e)><
zU1R&qVdsW{nLDv<&vMzi)RdY!WQtJzKD-f0b@VH47?lPT1;3#T(xowIK`&f*MTU1y
zvlJMt(;&|621(WsWj*%HTn(J*IIidDsmD4;g$DB#-d-a7og0nd=ZmpWmwaTCi&BRU
zv5@}8EXK{80(oKZ{%!ziU41y>xq}N!$F3lb!S+^`@Txz`_~=Pbtz(jT5pD?zj#d_>
zEp%2t$Tc(3mALyz!)(6eQDLJdv-dEXWYymILldC`whxxc%=qSm)Aok5XssKqYYr2=
zw#a!~Ypv#h6mHkqqHRB-3zFK!9Hg*=vcpf3=rYM9w5k+t@JdGIM-WvOvG!@+?j;$4
zc+4hR+U|_z!-E`Ikyi+bew2lZnKw@k%6AvUR%xMYQg3_j0?8PHG(-%4`crh5SIySn
z-Jvk)dRyt7Uw)Vj-*bWtaVU197An)AFJR@nBbvo*k9k`mUnbbBpYx0kHuDj9p-(I5
zXSWdO>^$3tX=T10-X(1{V7|QJ`P?+Gl}gEL94Qt<7`F>6Y#wC0W*X4(oc^@Nurx6g
zhqVqe)-6vonG;3J$Z*9z5Vs$GgL8n%Geo!eY)N@rZ_+%gWESO)tGEi@;{H55!>Ve~
zt}wtDMO%aw`rL|&I%ac)El5si@0?|6QLBNY=foZ@^XKSZojap1^X8fV3xNYHlL+@F
zaPZm-Ip*QX2Qlux%=!Mt>zh?I4U)aBQar;5I;A_4MJZ2_Vow+9CccH*V}oTmDSQsl
zLVFBGHS~spr@W$iMec4aRdNHO>gK_bxvlRhI_KL{#)W?Tz%d^lZ-5fxJjQ)P#os)s
zb8g0-?_cl7RfT98`c3;IG0O9G;S}}a7B?n@r?1tRCxoVzob2xONlF_dRSKbaUSia^
zo|Fyy3)UymwtgMFA)~}8s-DC_v^utmJcO%{m%t6jfeX4Ai4bx!M!`9@W8WFc%Z#sy
zqKfG?625P<{b<nN1>d18Xo4+m;do+V$?nZICiowM)s+N6b*=Hi<4KT&Dn!+14$2@Y
z)Dja>;y-iThuLI>-OpPcgLk#A&S|oyEJaeTy`IYj`#l`58vr?=b(`#k)zsnSDM^Od
zifMxaHNj8p;Km-#bE-TcHjfYR8r-y-GaYJr^In)f{)QSuyQNlC&k9>WDMroedaxyh
zVe|%!KdLtyxX^?#&KnR!t|V{1*Ru&OP}kcI0f7tndBAOQO3XSK&rC6YDlPf;Ly#!z
z0aC%<!O_)y;ut#X&KUEK)*w~0y|p{j#IYAKF6OSkW+J@fvaz&u*Q7~{1w2kE9H|=+
zS9c6w$_rQKR~ZLhAms;wN?W3DSX+BitS|8uv$lD5x2eQ_MVK2QS{ro|K^v(1RADiM
zW;1ggDJWZ{tu0BA=%5y}#6waZ@O~4xAX9HUc_*%gVw~od@c3Oq3^_=f4W=@wSK=&-
z8K%Ap=HaG826wfJfeVxxsz=C6P&9b$Eg6Wyy+x$(FEq9l66<MepRD-!kgn4hhkA!Q
zOz273YOm*|oL%6o-!h`Anm%sXJEG?y<foAc@vdunaPgY;xjb~&i*~r<L_^gyF$fRt
zqiK?;u8(9gpQ&tlv&S@`IBJ`6=n#^$@25mL8(w#Z#f$val(KOJAuSJ#IP`CcKJ(AF
ze^A%T=3DaSjIOY818@?(?M2~4(n#C>Y?E#cdBYrPAfd7cKJ8Xhdyo<DYv02E%hTj4
zE}EBHN65TbA=Z6}OeruabkkP|EhLB*#hMMqBuqYj7gI;5$ct;x{O0qwDarO9`*uqN
z1BzpVt(4$`(HTFCeLHcFS2aD9LfPz|SDWcP{;L{@MUEvOlURsd24aSCIIF=Ymp`lZ
zr0dKceF;jsf!ls!pTNtl9d8yxHD$Wx9)<7;NkR&>mhk$_5vTAnbch;1HS|~hvo*M+
z^R`m=Cexl<#GAMXD_oS7c|ajeYF+w!>z*?9@dw)seIukn6M4OlY-giA)FfYaK}vs9
zTU6v0f8d+H{*@*>vc|!n0jsESO6=?11o$pCVS5VJH8-ihsh%<QMnqb;MsD7kn*Y{j
zwWq49h3I{yB4LkDv?ohPDy+4jtGJ^2w`uyx#P5<|d8#qmsxeQLWsl93%&G#F)pXl6
z!=0~l!lZn$p5j9ZgStqGx7L%bQCvf#1+Nymc%{nY>iX%Bq;8dG)bOr5h729MKXboJ
zoJ%FmF{PD#@fM+4GZqa3Vcw%2+oIFGNJb)?WXUP8W9JY!hS!M7=}24z3Ppo&n1spt
zSd#?ei*J1hC`bxWCOv)c?$Mawmr&%Vn6cwad0b9vg`_cELkjI?uPKnd>T>pTn*B{^
z@GgNDm%r2zbd*VD96diJ8e{2%r}pRBE;dhlBu4;ZQ7wk?)V!xUl9#M@R$F9S9u4kc
zfbvYVGLxGpN-<xSoT7F%WaG?oJH__Qy@SkjrpjN`+re<IWT>bk-n?j<fqIO;$k#kj
zW!AMSHO{z3qW;Wd%DPN;VHSSEpOI11@4K=3OKj^9b2y7V87VMy{pn*$GC|Mn@^{YL
z+7f0_F@!DU<_?X{c@>86IGv*a!3wC`rfhWndZYF<>bs-|N0(B5*<!%PvqgQq?cKOY
zy=~d*yCeu5xIlP-a{L;xn1hfEjF~*uho4rc^og+HWkJ|L=E~O)D6+X@&llc8Dk^gF
z(0*Qd`{u6AtxtANcsDFXXw{l(?C#yBW@hFvrPo@c-ZrNF&59ZrgAHa@R3b^Mqs!#0
zVC0)MsaK;?J=zVfB{?syk*}R)YG~^qXpyS8z0Iz!2(W`snRD3fZrLOZN97V(8eW(1
zgd`%XYW&|c{PYRPFzt7(hx};idF~v?yjz4z21}$^hPlqxg7W5Wf6*a%2cDl|1|q0i
z(Cf|O5m(P6DwBX<vDuBcLW5Q!?y4-yuP8j3&c%*G9rk@4q0sDYLB+>21Bw@)RA$l`
z^=nT#1kAD|RI^-ru1yL(wTJgjxBWB{A+}scoShH)0yV&0vyNmi-aeHD5yWD|&VDw+
zhf~gWn;_XVF{g&g;(a>{SQh{-00<{NNVK3F`WVmj6SUiO*dxpne<;T>S5e+snH6mf
zqw*5)O}}%>@K1D4e_s|Q1+QAL_H>v{c9e>7Z_c!-{pGOR{hPZIQSD(@sPEZaUN8EM
zwj0CpN$K#i&!ovrUB&ikDB|k9?98aaHIq`dMSR0>c!QgD<Kb$ZOXPelED`cii~O3$
zn5!|D|0FT%&%1se<Ar9AT0s<@J%4b43A^Ky54nk=n>H#Fvj+Z0RfxULqP;ICA*nlP
zb0KAk!qML-%#qYVmv5&xt&{UCK<mo$y4HI6i8Jxe(M}fM5-M>AzD*VX1Zjz}0i+WX
zrYYG?Sj&7c<DCQ%LXoPBbM_;T-Sm1{<LuGY@4WBh8;WIrWMk8I@nqKg`m4^;vp_}y
zcTI3+*dc31Oj)%%(`+7@(7SIzSV@pV-rGEGTX;XH5+RldAq2H_KJcUDp+-nmA-2Vf
z((zSieyQ?iN3>{wcUxJE*n?_zjf>*nDSgoqtNmyL-%f;Jkex^G{jOAXmA1Ago7r=w
z?`G^tWuF-hrEwGgR#@%vA<mu?&m5E*Nxr)4?8#SBA-J#O_)X^=%G(XIPKMYK%klac
zLhVbwTAMdVtv0X>k+8HOvK`$&S@RDugw!btcF%Zz!4uipk1q6h813v?#%fNPvFa`^
zMOK5Ry&*-xSJXn?4Q>$VDRas82;_65U$5KQX+A-ZOu2qeX%6=cuLycLl!eTzJ9|}c
z{sOlq3twn+&ugXEb?p&s0zIa1%q^xNOQN{%JTz;JSj=3w8!fk@8f~3?A=)`CfcnCK
z^-YZTFF(rT-;0*UTOWUyB;xj5uxG~Bu|!uQjCC9tr_f4-D>~0XnS)+;SXQXN5>kf6
z)>2f%H%wRe?2U!rx>;>%^l0MJeo4Gy?9N;<CWE#cDQ%=gl^vaRN{D@)YG9uI>S5~s
zr#uc^P(ZfkFV?+Z9#n0;oqbkr3s-~>d5Eqn&bbXd>tzHN=zb0(hM(Gl3tG%>Xup|W
zg&DKK_Qv%Vo!utg2;rwtaDgh1<lZ+u7bCnP2sm?BCE^c0ufdM%<f0EnSI6X3aMqTP
zsMt3#d(KDZ)DPNpc3L`gr1g2Yv-Y?wR(=e6>N>(t&A|mzyt}TV-GR5v-~!SrM0MBg
z<9wBkk;|Ld{kg=N5bVsaVo*w4^RC9ZSKe{pBB9wZ&O5V#XEN50eRZrn|LlHrcssT2
zKVU#;Eeus1+Hx0|YW{W|>JTgBwOI!N!_3$DG)>k`9eVr>M^fsjf(?^K6%RWaE#`jH
zt6~Hpu3TXgCNU2!F}qt!iKZ<EF}}OG)7Lx++^*QMi>dkoIu@j{!%@#qtS31ZJc?Gq
z+mz<Gv@)L)4p=R9{49HhBnw<Bb9lTP33HNKr`ubyGwDqZIy63E5({1ivj+MWeuwl4
zmW`%j{4_L}oKHBeXWMWY2rY2kftP~|T;o+%X?k|gmVi8ofyZ-<Z?$<wTuT4P=3`g=
zFs(ko5S+=9<BUhwkAeh=3u!QDs^;({K@J*Vq&jrh_ChRvrUp?@#UJUF3IUr+Zr@QI
z|GIM*_s!b16jo+^;^26y4GuHmNIomZ9RwG!DH;EHUs2*O(JQHB@!nMBOhj>8VW?f_
zWyy$MP5P?6@`ad{4Lq9H0j9{A{DCw$3|tVwkqq-2@cV)ach^S9>R(f;$V0zZlw>^-
zCZ}~;5Io|YvX4D;@RCn=E-pMA);iY{YU%WSw_7jLKq5lm9T)CT=J{)xtM6R!nwPuc
zp;4`og!gX4@o9ya*O5Wpr$hRfJ(2!}*#52k6<b%4U9PM@kwXV3q8sM#p7^Z}k=ku<
zPq8Dy`S7A8-|3=tjZ&9WXX#J^Y^^ul&OXlZgQJPVkCIYWjNMfTn9(#>q0)?%h}-lg
zxWtX)r`-!dJCwk+?k(u&lB?O)m$1Z@s@jfEyQjr{haZG^(6;C!PAGZ$<UNP1HC!@S
zd9&^b&0q>v=YlBN`^&^h%7QNcbE=xzukn8dz^=^HmL4S19V7(L5q-p#tPr?PbD=)`
zD6Sjc3-`!R#8m@V`RbO5s?J)^=&-}d^B#ynqcabgx}#3`BTmx)T%?jKVFi?*nguZ$
zQ|&T@oC<3No^UG(lxekS7Y1HmmL-M_WrzJD%RZ)&XMJL~u|ZI2#E|}K62bJAo9SF6
zeK<F<+*7`kldE!CvIJsB-~DLgr$@~2nO8$&K+0=}xEp-)jE1RRNqG@*Q;GG|My=E*
zHq`x9^Ld`U#w?E7OnR~A%>kc3F4<f>GB0bEV@)#Awj%2GnwAkFaVX#07E8IL8sF*D
zuC4w~^Bf_PY@Stvm$6n>0wq0Jt@3<MbN<XhO55;cT;=-FK*|!|SOT-xcV^L!@$DO-
zm^h?{wb*WnD)Y*rkLU14WZ|%PiUNzVUPuZ9MhcOuq%_p9An^*j7Q*@_KJ`mVxa|Wm
z9y-u&9U8InACdm6ddy>bfuWheq|<Y}!WiZx$iAtc`dwa?N9EphEk1GkAt!8NMF$}h
z6Mx>5@@sWrHDG}9Km%N0utYf!<D;K(m6zISZO*ABKy1kbr9t(ufw!C-G#2-HW2_XO
z1JV<I49uHOQg3t!zZqo33cF3N{zFVVb2GOq5+&$e<c+`LaMBF1W3_UbR*K<XmyT#0
z)(t^mk@Z`#Fr|T6>;t}Aqr|hrj9|ORP%b&!I|Ew7_s>0Nbp=Z0S*uX<c4%95)Ezr@
zba!Ph{80uf=LT?tt#(CYw#QRG*eMnb7v6QT6uLU^&0di)S*(F!6VWN8S=;c&J%XEs
z-`Zp$16bgK9vi$3+wG3{q|<$knEkB|#B+}Bxt_3;;cM#0BQ#I3E=F8Ve}&qvh@=RX
zqp>ShAg-hU&CjeIzgQdmOGbsDvvQ-NY~3B0xCU4v(mP*D6WkQ;9MXg{u0;(GQ#DJx
zc>*qw=UM4xOyPFi9novCXd*+#Po6Dy73F-4!P!pfQ%A=F0Dy(~-Kp%7B5Yzj#hMj!
zh5nr6fE4Zyhiu_0NtG$Ho>EyISv=_eBuP5{S&KI8fik!t+r$93rE(69&{U>PrTt~V
zW?UET09l~mLDr-(sd=-Kk3Uy3bqxx$X}d;q%qEl~*excypOoxeHW_fMo>Q+ma{vW&
z-4LoRAvmnaT$uSAQv(d^-;Gjx1bbVNL#5uH;@=bX;zn%+?cieR=10s*#z^aar$*dk
z4Av)k8VHkaoghEhgmsFq?mHZE-zIkgZSz#=2HK$l8g>JU^)_1+m73W=2B*&XBdR`0
z{Bfdrqt?O%B$Bsc>D)~6*uIkmJCpM>QOIFe1!tvtIQbW@^8OXad7{~NQ3_!8J`eN!
z1a#IG6*us_MDWfh=wh;?w?74ut3~l<Dm@$`6+U9g_~t$^Nw%$qMlJiL&fQ3RO=s#{
zWt(EswEf+DJkH>xik9l?w`h#Uj8#vPg??SKQl|mbH&`}!QyX?D+%>Zn*1MGnS0ecQ
zv#+Q#!@?WiS9b-!#T$Gkw%*kV59kNia1NaEI^`H<wWaj7=<{T1a?0h@QZ^hEaBWTe
za-Fdh>rhf^rZrdKsF{JF$l22Fs4ege;3-wPOL~$VMAhv1Vpx4~s}D*}(l&h@B$0B~
zOm4pG`DCa<mUiiPmdGxpXv29WT*Ra$Xv&1Wq<`eI;T)-Uj$)<+o;lC$aFW*b1zBFJ
z2T6TJe`WEi(-DW{JN2LJyu;>_>lI$P2{#-1yQ^O&*UwE7_qVBzF3l5DCA1o@KdX=&
zlpke7dq+&FHW$Z9NGfF)t*SC7wR|Pas<yR*qIZwnW`ycLFi;*h?&sN~luQMc5nRfd
zcJt5D2Lf3_p#{}!&PJ+O=IL<hj8*KLn$wiJ5QpT^uDYI)YA-{K?yb2sR3pR8nhL1h
zE?!5c?%mK24g7pnKir0}b*H=*&-0mv5978CtzESXkyJ+Hj^cjBqPyRCMf2<*mWGh2
zMpIc&<s=Byw0rAq?){0(r1lkC_qMNWA<Ufj9Y|igYvW+^`Z;q1_wda(Y!>5j%?HDM
zb>63{3L_4E#AXxUyiR6;oq_r*5iR8$x3JGo+2Ke<-a;H2=%PBH(YK*-Ol5Ni=~p5$
zm0v!t4~A@cl3{SZf*P(uy#Zyvm7n&`llRt(`UV$1{6TvJKU@6%N7uqvRr<{ZEtLTQ
zBZt_)k!7zgV%j@Kvb$RR6dX^A+JU1djp)ZXTPbqZ_q~GpRejh*3ojQ-wdJZRrqP66
z;EF~sa6HsJYBs6`QU5Zvb}`<ZL?4n8iBC~sa7kE&17iky4<|GWot^L&)bWk|&e|_G
zZOJk?KtrO3rpEtfmintEht=<}cBM3@s`4*?I~BlZlI!39-`)e!6-idnoG*@*`<tFH
zx3|~X7z<;1zP`b1CB(F}CFA4c{+!|ee&>{NJgIG*WDCE()+0E0>$0!P!;27;HPxcp
zK8*_W@e$odz>llQ{_BT0$3cEnyfTg#$qGFlXe$z*A*U=7|MwX%WIl2An+_iKDGxb3
zqEQLwf9(-;=|4EYaZeQHy6M12R*~yQ(U2{1*u>b6A8f|a^#65QdLFC#-56szya6|r
zR0S*qL;zT3LUX|Eh`V85iEu=5Tm$+w8?_~6Wgl~M>9@AF{GRGAGCg}1y1HtCiiYOT
z8TD^EBRE+sx94c2sKacq08Br7SUiRt%4KWQ!jt`JbxqBeFJGc>Zf>SL*~Rc2(bF(8
zQc+ibNKQ`POd|iUvGWJL#?ZeKF-hi`WgX-;!1h5~=kD%_umW`6+TRAa?EC0wV%VZ=
zBBZmct2g=4-&RkkQ5-W#U?l=8cpIp=Kxjp)NWE>662*12mzz?etM&H_2UsUSJauk1
z3Q_+G+B7v2hX-4nYP`MLj-eK-o?qYC=<(fenp!Kvz`#(-5>G8E;#eQfR+W_v8TUJ%
z_oUU;)qOxI7<0ZDNE_7NE@L&2BCVoAz#td1^iiJX(5~s9sY4fnfmQYhf~3A6A&Stg
zETq=kUR!uLc+CPELL2Ju>#OIIl4_Z6=G3qLkeRtl*_Ki2wh1xvJA5U1dtrWaW6+X4
zm@X7w=eqGJIk^X4Xs$Jd*Sz+yn{syTSEDz7vXKufbgCHk^=l~quz14mY>n$uE6Um4
zeE-GaN<l$^X?rM6Bk=9jRj=x2vW^V_{~Y7KWu&dQZD8DwLZfq&1VJW29L<>yo3R?P
z8<$Esw{hs2!Vp)S@Y7Rub@gVFF2>m!N9*2Cj2!yaMT#(E=wM$Gd)>wFXq4KcK6dYw
zSRv6>-{V1{-u`|DVd0dRm<Q$M<vI->oM>1C7B?4%AYhGw*(p0amz}dS{&TO3d+(w}
zvodEoDn{?~eVJ?2e)H{ioNjk+6s^wBPE?*Et!}HXiu%l0oGw+-MdQ2hL~AT}rSa+o
ztyIPq!kdzkQn%Cug;3&z2$<)@!~~E1jKDYVWNu>>85z{k(NT2t6#dkUj2%s9ZZ0mX
zzC>1dOXk{a6_k`x@U6+wYOg~t+rN>VPy?}GjjC9M5b{XX5VqT^-{z8wA#1z2JVr4O
zySv&h5gRnt(ppbCMj#L_qpwI04>|~m$;mg9`2MvRLl;7rqgrT7o4=uN+SitkoZ}sN
z)=3F+{Ithwkto!H{|2Jj5_whKKbO=cB_@{M*9T5ZO9T3}U%r2T|Mlxv0`G)RpIA6J
z-XiU@@1rT2tNwi$9x0#ao<aN?$v;2xkphA!8!gWl{DC+#1dFiTW|aOjFjv5`P#<lQ
zz#wvdtAjrFk`I8F91lwkXNb6pu8Q2<9N!x$nv^>q@Q|AuKPKh0P(&KExGsEW=Pe1h
z(ax#Qzfiz#LQ`$`=ECIC0=rMJg*hCrCaAgquH*oCj|ZK^-C=y7oA(YHp?GWd?Flom
zye!<@8^DQBOuC|;++0nyV48Hke>ecRYDNZ?)nHoJO1xBDON&%?;H^miXHN6Az9jg@
zecbp~7XJraWj(u2S>S>|w1QS56T(tr8;_s)RS5njHdDe6>FI@2aQ!JR<#u%s!n*&w
zmU>fpSzN;Tv=>D{&5T-TLV;$O1Vgxcy6f<~isiqP@_zZUL$v9f!!l`lSwKtx)S+;9
z7gbyr4uH8~G$y5|`(^^Y(SJ6rSG84^$X-h>|Mr{5myJNf2I+6M?8Wr8tGw*{r}rN~
zzdJ(wIe!cvcK+u6=PB4di5>XLH#J}0NvuWuG7LzOcoH!UJY{D~B<eC?LDW3ncX0=X
zKzMlgLKCOe@(DLpbxPG;hX-h0d}(1G*NZn6*8-xAwUxXTw6w3cEdefg@kL7QN0q}#
zdCY$ka0a_ZTg^77X@vzO!{)N3tcZ@8^C3pFt+^Y`=uZWHW=~A3@%`?=CL};N(S$sv
zMc!zB%DsO0=+9z~-z;9xQVyVa)RWeBiK?I(n=xI5qs|741<5yY<oyT65e0BZGwok=
z9!a$2w=`C(UtSlBiiG5UCK*C54%?JjMRkW_ej*_aZ@*Y2jN0pA7gAz;&Xst(+(zwp
zdW~_(UmJK)Rt(ARv@d*Otopyb06<IHo!Uw40R2F4gyL8oY6wg8!4szaUk_eI*lvsB
z-d^wc^5*12(VZrH$w31bD{Nrsmi{rp`v**1;@Ck;puntp@#M~*M35Dk$Su<8VuL`b
zR}MZqWraVTW0*<qXwe+);EoV*m&mU>e5VA@PSHaz<mpu1Mwagk%zm!+qvwKm#IFkL
z2Jz}IUxFGN#ryjEQ+Z5L0smuQVfilGe7)BYZ=L0h85kHy<A0)VH6-v+yQKNbZXw{>
z{?VgH7kdr+joPe#6G$BU7Dc*#()G+06IYgrS&PBpj-KSa(G1r<tL`B@>W+Hj0rRug
z?2`+gvEMQ{_;w}lvXc0hrZtz)dx*ON$qv3oBVjN6&O1e%>kiuS?*H`zxee<RNsax=
z-iUa1!D|-!h6B#{kB*LNm%}N&)>Ezj57oJwP9CKT+UNcss;}(t55Lhi>{1q*?|h<d
zu>4=xj?~yVj6S9oS2FE-s6uY0*&r`Du(9SImZ(YHR*kM{@ft)Lt183VwevAjX)uO?
zK{62-FvNV8{hTyz`?!rR9uI)NZQkaa%#XO5?y6KMCf8@X9J=M9&!LE=jSU}?dPG_h
zyLP$Xr3<LI@d&&Jn2;dqF5R(N!N`cFt*y<%!s0_xQrAosG*#4{ZTy?6^;EH;#2f0r
zHuRx;6G4eXh|{{Ldbqrfyg4qE@%WsEQ;k2!33^*^&1Bk!(ix8NDV;`E&X14$(A1(k
zB7tU+gz|1op`f`aYKaMeJZLapkd(+Cppv5{qh$Lk6w|cjVKio4OHX-+4}~T;I`m6<
zpv357NAxXQVr^gMdd__+10WOwkK|xPmhfX*8dzBwe>`8=HO=$#XzkgvXGGN0$}fWI
zl6rf4ACr=L{?s=x7)WH*&<phZta{HkLRaDqEh8?@*Zp^do!)0!R_$;|yu8f8lr->T
z)5TfdDJfvMd%>A{xSWxd`NGPNEEU;-gUf^Yv;SMZ>*a*oqL$1bL15g3DEn-%EVQhO
zu`71i5a_cB$8EB&u4Ks=Dak?oc5wq4uNnIB#xT}Xdir-IEw}aKH<p%`Jz#-<hGRWd
z9$eiov6Q#vT%@&`{X9V4JJII+cG0+Fe{mjcphE;)RhZuw1U$XpvDR!0OBmM?78&fR
zBJ!b7)!Oq1!jbsEy47mP$N_1O4z&MD4$J+TJCyO7#&1lWvuFv6^s1t?js25Ox2J0I
z-7OD?hlcXY%RlAkGohlQvaqqyv$7V*E`0s^3>Ob@-2a(oLDAd3NqvhG<1S_yP1y3a
z`0V+l%Yu0!3NZ#Vr{F~SG^KXNrtJ0cX~{6XXr=i9;c{nNp75>Sb_)wk3v?W`9E5rl
z9B2bSKMC?<et<<tV=<chio>`$<Nf>hh?8QDTM)n1z*3U75gj*o{6=<QmWb=R+fUcq
z%Z&<?HdG*8DJdx6TwY!(r3v(IpZ;ZsIoF!hw$B0s@#%tZW0azDx11QhNmWK2$>PJk
zWl)i?BXQOe=?))|6Ac-Y#92GZ2-`a6pkq}U|73eMvbgzMt35KTM={kFknOYr+oHuU
zR}-j&oxXH@ott%RX`0;q#!ut5gmNFG$3tS|LJm|@2Cn!ZcC8|l`Fi*JKzYa@$K$vl
z?&9JC<nyJ&9@?J8MK{nrEdvsNZc$MTK!*1KghKHB%{hNW()0yx1G?Gnmag?Lt83G4
zkk5DEKhR8urlrL{3B~;kK*<pEdCFRrW5F1jkVG`}<$J(|ZcjM+6~FJqi|k3+Ka?!?
z(Y<b{AODvj?E!SNu(rN_o!cC5Aa(CPPReV`n9ZEUX6EWo7N2OB6?{$m`X}H9=|k*i
zKD3fOJ~7u`it-RJNn2^BQ#qC#AJ32Mct+Ct5Xcrg+`YJD4K%E^hpeIeRf(wIZaw~&
zmwI@y2+0`(Rl7{N(#@C#7jDL;;L!%K?r=Un)=xOL_UvQLhj|Hl9p<<)s!NfDssu|H
z-cLcVTQ9D(K@m;QlK*BOnQXH)1oFn!@Zlnfwz}H^HYfmhJx-NgfF&s1%HptNGc|_l
z@heRmlZcg9o1}m%=UxdLx&TTn?hTa=cE%QC-G5|=+C6sgEnC6w?RGXnk~cuQj%qQK
zhy+qDE_+-lFkjx@Q3FB7Sak(;;DnR)?{>e&Oml%rL$kV8dYj^G;Dl%`z_x&%&a0N9
zS;#*Ebdl1%PEx&Jk`wrn2j?MO(TqnBG|O1tHQG6djO<B!%Bsy)`T$#vwvzHnU&5F_
zOWD)fe4tvS&PHiDH}n3_NHG9CXl!!k)<4s#QE7!c+AZ%LyVP#2J_u))JIWi!<QEkI
z#-{%4Wq75Sk%4>YLY&Z(JAp6SCAc|>qJ+ZS?CkwhxqrFF5?Un!a18V9X1nSgxaoE?
z1=CkKS0HcN;J5f$GSCGF05j{d)EFbnr0Pl>5C%QUlexJ3)!}D=CN1nE9=XN;J;AW7
zHMLbWSha~xQ#Ge50MCnENa$SDxc~Rh?UI%uiSxN}F8h`4*hav$2eKq)|5iGyYisI8
zMnj=E#5&b)$)%;K7u$fWD4FHGPJV+#dY_ESr;3cDn*fCGwo5heN+T^jz3yxVTDMz0
z3(~1|q611(1|FUd3JFYy6B?=y$)=t8KK(7V<l+PbD*OZSft6FLPCVD3HR#HUs@8ed
z%ZnuYL`3jH#|f0Zz!&m0B>-M_im~j~zAJnSE+7$=JGGt1_an?GtXkM({N)qVOw<#&
zIR<M4st>=L!=8)F%enzEAOhEiG8KWGBsAxQX5JmM3A7^C2h;0L#uRmdI)sstF~fU3
z_3fgA!{kVg?B!Aj;cFEYtKXfGH^}`!W@hFH&qe>5Q<!<%I}D|4$tKx4L7&-EV!+!}
zs45X~2f_a4>A|fVNcC=^sb`mIW%$Dodhd;OTafr^FM&+R4Y?%GC)3D>FT>wUZ`ZCn
zVNAS{ej7gg@=t>E4e#xBTvSVU=;0heV@Z|6*=G}GzW=JJBHfDo|5a1E&3+;vZ6j|+
zU?84Y7|21P#b*ErE-jhx@$voa>oeP(sRCJ8T7FDT#d!hD)3N!INkl{>!*xgm-lLi(
z5DApvj#?V`m?)m#Se>QJIQe$gdd{tSw<Q0_iJ{O@f;z~(f$gW1n&Qxx*IZP|1ErnV
zE|_xFG<O{uSl3{;9A+DbcUxw{Iv^}h=~pNMG{LU7CTDlYY&OE^Q~s-ptiJewz|dI1
zjIpUKUV4U7t@ZZQF15ov!gc$re#5}j^z_en7<gWPaw1+UE5q{h!)?d&MFtxH<^V9O
z_i=GdPh02u05FV-juu<x{9i@3dkmDWm5O)!fp@dg`Ih~k4}UVmyBXeVLDC1PfUo!k
ze)-JlTllNKB;0t2Le42jDp0p7<eN4rXhe!WWjXSpQt$h`vbwMrfl@SCQd&&EXdDG5
zWnYwD2KMWhu9)Yo(sBg#NsNq5e4gSa`W^8O@#S&G5&sCM<iiG`--EqP??`L^|FW?J
z*LZxu2}8bW_QEFK`+Fy*;?#o@OiU1yKYHErG*HW7ei*rLZz;c-gD6b}BGN#VHK{1n
zX<b!m`D6zj2>C~p2xrN37NmdT6@@vxWZJema!Tg)v!Vbpty_}4X*?8ZwF7d$bKFjg
z)>hsRt|*;fDYdgw9=xYQ54g2oBgk5=U^|rqB#MS58<j6rMgamnmybL-jwRZDyeafL
zoz&KC3Gj#NX_MRm#T*+uyRDra{nMvGfG2$V^htD884S)XEiFB*@oyd)LjjTy4Omgp
zd#m7Ez2V<HA?)=%IKG<3#8si{iSD<wkO)fevmXX3w30#ZKfHjL$%u$Ce_Tdm_(?;i
z;A5b(Z81xSMo-4~v>jj>acNtRrklDUN1m0eR}tXZ4N7q|%-E2`UZ*Yi$QU+y+ko%v
zoELgLP&(bA?)u-@mrM+emCjCWJPtH=I#`k>;neFqTI-K|Z?ip8Uw(l$kir`RIDZ(x
z*|P#~z1Ig)$LWSIH?oHTm(pqU;sxS&bz_6ycI;Ut0(haJruG5?c?8g8$hKebx9os4
zK!wSUm%RGkUx#@Q#U`qgALRhtv~pE=o_?<7sx<_%ihKRFvO3H7=9m)T1!RIx-=#7<
z>ZKv;RZ~pOPNC`VEVKxll~nYPRbTDEdhwEeXA#|zJ6yLV;wz5aX5cABf{+<er&ari
z?z-dlXOy<jT#15{Zv}5G`8+%iULI!0rY@y}#4+AhkI93k(5{1xQIu8UNeqtumC?Zj
z2`-K;NFXa@4|y#GWBu&!Ul|hHx0tJSHgJvg{-RZ+(^l`kty6A+0|-ba3yt2ZtE)sr
zM6Lg-=*!1v)8_HKuIozoaC@~?NDi<^&^^@I+S)2*+R@Yk`q0s~@!ibqoBJKmS3G*q
zDE9b~kqH^AJ0}2mT@l$*Ie(TuBE%1urDMQRs89JNV+cvJ!E$~np#wXG0+W=q*GK!i
z)zs^by8#K-2qe#%95yb0vCv>FlmEe{Q^$r}9U<<q?h_SFah#1yN)t&QK$YDs<)*kG
zJn)2{J}Ob%w7ilL9&Qf5Cn2H45$DbG{o(E4X7*w;4Ta}#<S9}`%s{G!4)i1om)$iF
zqW0v6T3@?hzWPM;aO_p2ObHBzfsjB$Mo4$NeP;`gkgv|>p+wOBE`RF5(`lL3(pyKA
zv?EsM`_TV+#>Ql;c^p_O2vH9K`YHzuU#8e^|0dwt{G5WY-D~Kyrdi^3KFQ!dHx))}
zLiV0T|AHM5j!r}0UjkR;<zlQqonAEL>C-j?HtrZhIZiDv)vBrcjtB41dRj45gR*Ih
z>W7tb2U8s8Jo6XLSTA*ngvhR5dHU1jXfH+n&VC_J8{qqx=Zo*}zq#6}s4Q%V%C>HW
z!yC#EWQtej6^FRkct_SUKIw}{WA5x1N;*Wrw|sYnsv~2lr*B5MyKjuVxgW!y;|5e2
zVmqy2joLC%tp`1{-;}z2Bm=+R-yr1Q6ZR;_GwK40NlGU;#I68QKL#kUY?!r(zQ0@H
zWw@<8FX@1iw6CV?ji0`O^6f1}nx4So&DGmn88q^QN3YagFfm}h0{B@}<+R$(&dnh)
zeV6+;?Xd|H`n5!Rp;6a-ony>9Z;ZtKP+B-|%eg<4X*pjt<bn<%IH6Qj)zx3a%&|8;
zDg8$sC=!!Fcj(nDu&f;AUfMWkG%$$ku-L1I<eISs<J{RZ>mDAR-WEXLS^-R@ne)f$
z>~FRJafay1S{})}=8T4gxtB^dPZ<(&Q+PQN09uBQL56pmQKm3JzHPo7HdIg&JhrP=
zjSsHTbr79ZdapG9_J~C)#pwz9SqLxQl9TuBA)e7u<n+7!LyNVAsYHl(Yey?}idv>1
zr#E-$3n((}{M88!xZpVG7?7q!ckpm<avB>mYHNknZzWzpmA$=1=;+LlfbMg^7(2)*
z@Em%DaamFKHBH~>GTi<;hLQHEAjf+V^Mu#Ycq<v|kxH}_st`9R@?#(V>Pc(G=5R-&
zcl>*NADtwT41Twzy(^?PH#@{GCY@p3F0@h;I)`Z2sp1{OhlbRlMq#t+{(6LJeY7d)
z7J3R|!Bu**M!ddKL%CN1f`Sl0?>02djQ_gT5E>f#AtOV{<Vz>w3A(f}i4FXhuE+b>
zS4n;vI$hnlV8JBK<LHVA=lK&Q0?nzii#5l4s`qD=MULrJ<fp}S5lsS^evVso*;2AY
z7@Gd_Z)-Ypinm56C5xabcxdP{li+QeA(7Mrv$1E@{@mY$UY#E597@qR<zL_d!6M^m
zY5a!Tn3U$3@JKd!$D{AS(ycl!d@Fc0&OMU-QQ>2ZN}Sc%&zCOamWPE#3L0pY0@7;V
zoqI2DOo^{=TS<fs5TChO+CztSq^OvT9dow@gvh6;b(Jbq$I>4M0@5yu8aNX@BQ|pB
zxD?@&4q>Ar!+$%br|qpPcc0sZm%Wyw=lyQ|$tlk?%S&ebVkJe`<A8Bs<D6`iVXP>`
z6EYSC3ZpzS{N@S7%;YP3JiRV_K|HO=&+W3Zrf0M!WA0YGg@f!$!ULuibaV~Mzv7kn
z_9V_Oe2a>4-f7G^D1cd|Ovpb(9PUn~^fu4(6rMJtiG$|${dw<2+vSTq*sF?)qR;rg
zY`@fW6o85;OGg+bh){6<8z3Mi@SBsTKN_4)v;pv<nnnz2kz3L!>0EX>2gRo}4*wxT
zOi=Lyo9&!TF~HSd|JFH~vP+7CMy2V=r|$HV3pyugu;bR#j1jLR+)Krnu|W0%ngh6f
z1fpJr^;Gl#?Z4YpzG+fBJS#T_fmv_M?XXmfuCmhVnLzaK(8!WWWHnszP;LWmPNU`!
zEMo1vxdk+A9%(EhZ(b3Rq1I`q`>SSK-fVLF%&^?;&!f7(A)>G@Iw=b={i%z{)k2Us
za5{c{oZ+EA>upgSw!{F$ZwcyWTln4gL>H0~cRZe1_P<q+4DC0-3VD^EOFU>TkXa!`
ziyFP>Saz2?$^5S)@fn{BCLVV`FnbFYSkcJqjUjX-Wj9W|rOEe_*qOBnYp>LT!{_kp
zVVtVJzYBH+UJ%BtEp!t~g_PcQTN@KyVFN12W~(gM87;b5J!9<OB0wF`0Wa%IKeZt{
z$RE$gpEu9;#3z?vJrx!Ba9F@=z~e#G7A%)@*Y+p)#^mIMag?9m_!#ON-=|FTH%8|i
zJ32VW#yl<B^MsfCvM;bZ@q?vTOisj!arwFMay4eP>M?}Z0%wwG6FiiD&|xoh5_h$b
zOhx&VsI8l|{H1R~RJJzj#_4BAYsJ7^{Xf`WLq{kAT#X2#RfbGltT+gb#M2IKc>x_t
zfn_l3YxQG-x9^bYgNtbTfSYy8I`ykm9KF?Oavrp`#gqz6@#fAre)<yjx{_)+w2ipy
z&eeqO0ILVs<ZNT|@W7F~_iv}8DSVw|@N?5-(d-*(84K)<7>d^wh?|==M{GP?lecyP
z6>>~`be!R3tfQdL2rO3xhp2c)siE&B7<W&xvESVgnhr9^{i-31Ag3Tib1}Jj!lW0+
z*^Nx39JFEx_*s@@NaTY882TJFn-wOB4#-V%Y%so{*<fr7vyyvEraGKb^*pi-U<Kj~
zqVLGGoCU}W_k-|q0?~3vCY{vs+#oyC_TT8~eQ`<F{mw?$6WYab@gPfzwAcr0OqG}S
zkdmOSRQCf<JIghW2vOD&bQ2?I>UZ_;k}9LZ#Cmiuii`B58*3$-VV5O(_$kwVG|PQb
zl<04h#rLZ#d{>3>M3c&HN%gn~^#B+K?D?qyj{_0$xOuN~JR@tp@wRiwb;LDzbtR(S
zE^lf7Zs@83hv02^xL(EGfNxBozl`9(#gmr=e48Cssmes?HHS8@u;Hh;Fii>`;-B3t
z$jjCSV0W&>)9k+vMs|1MLO5K!&{d6m9u)bNpYAze{@9l6-*tsdeZO@UzUH>R9E_xV
z5W#M;S-^DL6#IdNj0d-yD-?y{sq?dwVZrP6-^&xmS8@*0!YT(|titfqhfDa-`${m>
zC>D{{9>oC2{~5rfiss+6DNd=Hnk1IZ5x&P=z9|byNqpE3;PX4Q8~ykvusar8aWkgr
zy*mOmo?DlM+Z_%vaWpQ!v6ll1*;YoVm@xuT%@uE;7}5t6Kwr2p=mp$8#8B^<6~vL_
zpuG0#-iXa|P-Ts1rjf;X;DU2E=lDB?#b{5N1U^J=mQgv_V4B=^Y68{9DXi8%Th@|^
z=C;{!wz}MJWSt^GxL)}%`&cKvFb?9>M%?^Smq<lTyzGJ-Lj}_Xxcvzw<+T(;5weB_
zmTv<W^3i^I56XY2;LjWS36HZg*KVxkMT~biHkhp+EFZDjKI=L$hsbdd^P8n+JXF-W
zJBzl!p@CEk>l|SX^R(R6VGA}Ps-^gTarh+pH#?6jP+^R2+FwUxxGQx%LC=u@9Q51B
zLemC)%-EfV3EBa@6J=>DbnLJ2LQEhe@Q~v13qx~$Yw;7Dt|WQTAKHfl69dA0D;=QM
zKno%-Iqn$t-9O>870VsXnM0`mVrxN-j1zhhlD+7be@^{DFmk}IT45#jjg<4_(C#Ze
z7il5`fTl@dvy@)@bCte=B3pnvJz%Y;Mu~t2NfUvl_1#0CFDBRMomM<*_rBdy2t~g-
z4jDyLh{U(Fv!V*Q?w8S}8J|P9oHgB_QY%L}3oxH^ryxv6-nQ{<Jt7mv?B)#3sc0RJ
zij~?jTkPe;e%Irbd%+H^aHiO80VRUa8lNWI2j4pljj7i!->Y*u-d<yB`DviOaI<-;
z!S_3bw=od9AU4!{78&FJ37FTsmDzkmSI0SRyJE6*!ljvvTJ2gwAmaln`$XhLj(xOA
zmsOfFQK)1jbJQKz(%U6g*o5W)X;A#`86oPAM&`8pi{+~6FLutnb3ynS4{eC`{c`^D
zxg^k)Bu5%0<6~wk;FtLXaSUR-5Wkc8uKd+~Bt`D{Q>4Xrw$K)(FxR^Wb=tCXL_ZDD
z(R$jylo2Ik1l$@Xb7IS611Nguy(A5rn0kS$hTG^^6ZoifGP>NG8aCnG>J2o(n@L^)
z`7|`YxQrb3RJb*J3PF0<uPrz>k*mM*XVFiNBzBM@2%uJe9QL#?px>u$4cw!qWP5#9
z%FSJ;$UW=SZ}P@X_QpSWd{T&42+=*iRB@0diem*sca7v$1iXcuP`b+l(-A(gRony>
zAEsz45$ESI-xnB!gtSZaYlf!GfJn*U0oYS{P59(u@{w);ITVl0%j;IhDxTssz>19)
z)dqTX50zd=(>+t;7~&e8DYB!aG7Y%%N7*sLcSp#d2NA6lCkW7B#`34@9AUIsv%s3i
z^fs=5%@;2YrLz9sGMcktYv(}Mx)?u}=3^ywL~dDi3VNV`y#a{J27Gj38PXpmKbI3a
z)wU}&D`%Pov{Vw=owd8O5AF*&@_~_G4&{FBOEnHM1NW+Cj{^iLUV9H9eMIQi_Zg`L
zW36b2d!^!r51@93BaOU3BH;D4pwCOlOA-7k6{$|wOj30|rejUN^*GSdeme#)-WW7z
zWFcb{mx1R#Y2P#8J>YqS`)=ghzq?!i2-Y;0f1DC}JU%ifqZUM)FlL_mfdnlG618Z=
zGuHFy%nY|BH1>`MeA~SL1vdIs{sAA!&7t;-G4#9}w3x=9p5^!F`gdckQ+h}Q#l_Aw
zpX4tspwdWcJRje@xMt<Mif~?2uvMZQ%LcIM1n*Jc5rGXpIQ3PT<i+!WTeK5eT+7*|
z^cG6vn*youRfD`g@&rd!oq&X5{r+z^)vcF#R?+*SV;5k%3ekdxC*SZlRh11HMsuX+
zoVHAiqo*5eY{Sv?zu0g-hKICQIUNml`_Pi%M)WPc4(k;IqR_QKsTly5o`2)C=?P8~
zm7F!|22QK%<|4WRF+b3bBEgpu@yGr~ussauw>OMg0hAGav4twjdU-pfB|;xPK{6{(
zy&r|@Lk+sE+hPl6<M6R1&j3q0$<RmLQ-&A7h!myfd;8#6KuyUM*9|NT)PjB`NF%({
zweN%1BJQtrmU+z6st@8QX%tJUzeWrQ`)D7@x2K5b?R--TO?j~L8>rTn%>Pn8VU&Ub
z=qj+xmEp88G_L_IYq;cB*FooNhg6XmjfgX5>n}y0@LqJ#nYWe9p{<alRSG$xu3=3z
z5~4^uEp!lN+TEOlwEM9GiCu=->+1zOj0sf;MK(yd)%oR!-nOaHr+auipl|3SI9&dW
zESmEP0`i7Hl?~9+J^<hi2lv2yw`3@>s{-^x(PWrZ?ZUWX_nJg6ZJ=EzkBc|zcITSz
zS^aKG8J-{WJ$Xp4g#*{%Ld(KR3*HY#lVD5)4vzQ(ebH$h&EC*T9T1IQAmzSaLvjvU
zd!2_KleGmi4;M_?TOudv_MNIJk}vN-dzaT11*zngnGlG}nn35BtA5q?6(~SXc!6xR
zh_i}j4csZ{`<e!bg&a!FspsW(`mA>gmGP?8Nf3?2&TlmXPl5JxcINZMSt~+jM!|_G
zv#Tus#rB?-h}4#d=?5%}C}P^uGny$b3}02kJ4ee=i-9d!PyTXGZlH+(WHmz@xH|Z7
z^9)k#eXB^3{v41%GWhMD0)zcPWSiR!G+M58Ahc@6(A=G!OH_}N;JH^;C>$*ye(4&k
zZ1tNSLjvOBPYShw?@j?IPl{%Cb#G-}Jt)vESX)d#J8b)m9H36_e8X(b0~FhZs=Z4)
z87MKzks`bu_A~{Ri8qs_+pg2s_<yYU9|}1q>b}H#N=NBnwCIu1(pi6Bi}WO9?XjBV
zK(<Wb?yjmh&j3UdmWK}d@7u2#FYcNHO&3si{!3y?2ac;UQ|UQLvDsvL8s9X^STPkv
zesR~&k<B5PcTZpUg=qv>&3S%emVW)U1oi}dnQSyyU)bpa^y>Mm$CD&E01T$BK+F8%
zfGiRigcp3r0;560<stT;&8ae4Vf+OEl8Ox=B3$^%lZz2dxa?LcB|?BU3w=c(nUwhR
z1pW#vo~L}BQ)V>!TR&zWUuYMH%fg)2^sOe5Bp-JEw-;a*Amu-QeemFWwjpC8wb;jo
zEfWu!Ra11fcP?}>*3o#aZvU|BdDr79lJV)W=`<luKIO-O;u<$nW!HBi%-2u81QQE$
zgaR&p4%DRU3A?bH?FN6pT1%<t?#i8^m@dB(1pon0*W+}Rn7#UT8F%`WeCGz;10Mc^
zzSh2`?C6^+RG*r335)PjMMavZF>cWA??q$PckJ&-CrQ+Gjel_kzBEDaec1aTlDs`;
zg8W$oa{|>zB^NI~v<}Rx?<7rls*mrsd83*DcVBu%Fe&tKsRWzgV54r>^RTt0`q3o!
z2VI6osS<1-6Doe=5by{ltr%^Vl!Qs#@jmpxm3%(xIYLBcW#G|mgsXficQ_2}UbMxK
z{=;-Sc=~wiagE-#eV@OnG96$9fl7hO^;7NJ2M;J;yS(JHhGkCvm|%YO>?2i{lBQE4
zA#_a0N&j$4Pij8l-F=#S4KzDf^Ej`)_W_gCHzi69QuY(d5w5;-4k1f@+za%9P?1PK
zPOIT@O-H6V%<xvvk~Zj6YFGJ9h|<mtx#x@Sf)4^lGEiI@T3B&GTzi_#*~E^i>S>lo
z;5qF~e02r;Io=<6@JrlO_0)_sKQ`8ftk2}1B|OTKG4rAi4j3bJ!@@BKtm5>bpcuN!
z+%HsWB~KnZm<H_G;L1##p|Eo`(UiiJqwZ<m<QyDv`gyULydTt(fxdCa9g~Fxh-(T`
zyioyt7TBLoG0}5MoW5?pFPqRNEpM>$6vGI-TSo34$zjPSP^5zQf(#%GkXSQE)(dAk
zXBM2oS#!4^02-;htM09@UNodj@CEAl8DY)E&ItW84e#2I?5bd9df^}vH~{~c_f?gk
z$km1CqDU>Chu;G+DZxE4hV}Nkz;`KbDQ*&-gwHR3V|Ju^Uf(;3!I)iL$-=lw-J)Sr
zI$8u_Wj`h5BSpXr30NvjjPzj>?={Eh$6v=0B~uyaR(kAJmn7P?U7Vbc>j_OG_bNGF
zK;gc~)rGk^gC>W0QR8Sj>~?1`KxhlAsh8l6XGfz5<izu8p0_X1@2;|KnZp^ke@f>q
z%_bs48kBr29$5?pWr*;cyv>dRN+(x}G)k5tRtxP@uDm7f{ruAW5A%}^Vmf=~vStdg
zuNj~7Rqd9X2EJ4ajkg=QRs;LPs)kOhsFr3XdjwObNbol6vq*uBlR1uKfchJh-9D^(
zxO6@1W#x_n;NC#L^77nh$WP^Hk$|Mz&m;#G>kN%&vKRjkRc`?m<@be+0z*hMB3(Lw
zC`gHPDuaNOibzO00^-n(#DEG6U5a#xfRc(s$4HBmbeD9OFy!1bzyEjd`tDjTaOpey
z)IQI7_OthU=FqxNnBfZXYCiTo4_mNu0J<nr=u&;)QliZv*L3^V*Qt%K)2&-;QyV2x
z_>Y5$KlZC*D5I}|t_-<mGACc}^ykUbkHGIn8i7kUcF1+Qg^R`>^-OSR;YPepy-zyB
zv^&v+S_WUC^`v+<E$pt$-4Q9r8)SGhs?2j}K*cZZ2D4K`#%IcIAz`0I8C?MddopDB
z=%IniU4y&8F$fO&$F+&1StCN5SNL|+LC3)`UY}P#j3z#KyGG06+kcXlZh>5X2QSZ3
z`F!f-&R6S{^mGIqh963pt<7G{(QNT-A#T=p#l5|rco7{FN!@$KV%cYeXzf+%Z5h~R
zfg~*aExXF8W#UflOTYO!>uX^82l<-?A}<XNh1LX3_Q`N$KTJ0A`E`)`2cP<_?`=}P
zYY%U{EsVIq0C5+y{<UBZSgSgf5S_lM&%2w+E(g>H%jr&9NwLh`WQc?$afP5*thsXi
zFNu`YES%8jxBeTatrl!Y>9ZOgNz+T;CA>ob{;oV)OI;rWPMB^WANAbASmmw<aqU;n
zM<b>qDWZZh;avsVx>~YP;MeV(+Zr+2whwVvNzPiPeRKXkqJD_)olXxmG)`aV!IyNs
z(7nWW&FT_(tvyH#6gtknQym%@4l>Dq^&xY(Vto7;-SW$!@$up34xbM>kr>S955r#r
zuTsIXx)QqFI^at_w&xe#s+T%qX}724e>EtNU`iLb4r`qzwDw<E7u&M!d(2MAsNq-L
zzh?%(E*Cv0Tt7YvX+A@A-+j6%`=E5;<@D*&3s}=VZ~UAV`qKKl0dGJ#E+A#6iUq<D
znir98!e#<DzVsZWH1N(#6z4B<3hjA)*qpaqyqjXrNJOq0Gs^vf|An}mgS%Ex=7(4{
z*C(!lc*<Nwq}!ZR<nisDD`hm^960EXRu&X@yA0y}lY&hRezsM)y}7XJRq<!`+Y7Il
z#Z-wCw{9{;lMBx2FX0!T_3j$IA5c{mB!1v2JK%Mq6Wow+%_R68Iu$gj{x$lC_HS7!
zHCw|~k#J<hv#p3rVOd`HoX9=6S`7S4U)|jDZ9mG>G7^~HR`qL3h2l#|gn~3xZtKqB
zLokPCh_2os$-wq=Gz`{YFflvVY}Q&=FP>RyIvG>+o|QbWegE^Wf0ZYk{H<?`SH^Lv
z<maA)^f%qkzr51jC`MFXxOqj#KCJRGp4|&`hYisV2@kj&zTdVxuBr4Bm5h=UK5A8K
z`6Hbzns8eH6FGgPv!VrN=v~N5Sa4N)Y7>fK#|&94*~W<^yFz7ItoSnWSa|2^PJAs?
z4L)gTHq+5K%wzK>k+-g~9=-OOUL2aOy)_dBI(B{06Y<!wQl(u1HGJ=n=jer$--*<Q
z8Qn1CkJ(%kMcNzuz9^4V`%Reb(2LXp$AY}C+2LP91O+(+Zx#w6?ZT?_?dfZOdu5h=
zF+fvht83Gr@EusWkH0)=IkIE>IWlju%i=_ZqJKDc=5Me+Qc_&9P3&sgu^@@)!eBqB
zDD3254%1Z@7~&3poBYmK7yMF$eDP$PPeCVfyK6$Fa#W*)C;8WpyI&&LQ?*|h39y<W
zi$eW>TTMLMS$*d0Ug_3wYMDRUTi<1e@v-N7q}E9Kja&~xCP}tnxL8?7g{1mYQ2O%b
zMhw$Yag3gT2rRk?cdPAl4D#mIY0FWzp`R%19`6}W@A{tc^p%U#pj$*phjj5JBIj#6
zulD~vQu$Iz94YP=R2WEt+>Cv?EDFhJJuYn8F2?AkZLtlHqloZgZG6Of5WzFGcPDMv
zpKji?`nkk=Yy9=QbAHK%f4cMkd<7U-n0lH*Me+<?-IrPI3T4;)HseVrE@)Bp-N}`i
zl9bmc>18FZezR5K4acQo5_yNzb#JWc$&~cuSLNZ}(H3G?kvu$5J#BC8-$$$Bt1b6i
zE^{&K*u!sqoBIY2RcGYjo^aK(G0nTb{n>0kZ^wellvrWh?@Vq7A1NLu<Dl3`dbZ1X
zyN>jX9XEpzh!oGpx`C@|h%G;eFVUu1kZ>!no>x9Y#+(ap)^=|*LgxxmC+~uvMKiE5
zH>r)?ob+{((x>ors-CVzY7-4qXJs=teaiaE8jwi+(T`r_HN*G(pDY(N{-Pmhx{KZ$
z{p7<Ydxd*r#uW+apXJ9M)x0(PTsvx9u`lsy|Buz5+}7MU=7jr>t|DLleCcud;U*$^
z{X>%Txi4?JeyZ1&WE%}p9*J8qMzSr*XjT+!-CcQ$q`|USSZPY4XJ<nR+ZY{%<3O}Q
zVvLctcX&`7SQB5@Kd6m!a&HnN%VIO{ir#^qdRTfw{;$3Km_yfpJKTKt)ywQdCA{!C
z8&_)J?r&}?=;-JwpF21;Rp3=znf*ZB8-~d(?a%q(&!Fxb^QsQQJGJ*c_~pe@1H#Tt
zn168#9U__$k}%PLp=(}Sm|;h<iVC?B(h{)l5N@PHazyoQ=R9UEHzHQwkW*X8Kp-hX
zy8?4~oZuwZHc2~4+gE5P%JL~(!?&!wEI!o2qPN{QrhoR^q{|~_7Mpxhx#44EL9m&Y
z<$7aUYqbHH<-P19Qrj2!B$p%dTRCXa_rr<b>)quiVjP{0Yd*QR-=sb(JT;qoymF+q
zqW=8JbE1TZ9~R5?!Ks*vg$=LcM9kqw8DFZj)eM%G)3#SdMN1t}OAK+Iy#p_f&rfT;
zZGPs%gG2ZBd+C?Qsc(~Tt)FcM@I37e-rQF4|6Go6JiN1lB3saQTiT0oC&5HvHUuXY
zui%Qq&ze%25`8bj7&|n(tZZhI7x)$nuq?9b<}4T8ZYREf-4BktW;%;7zs)*47+%&>
z36~$Ip*tuu{E$M8W;GG3Zyz83@=#sjW?@><SkB8EWE<K>1(#b5$LW+U`?I<#($tM7
zw=w2LU+s4>M#?_%Ks)eH;0{*u{azpFSMW^rG=%#L%lF?8x!(@}@UL&AfPi>t8sG9z
zv6i$>FVrPSTK?$%U-z!#+s<DzmB`EP933j_6$Wx5w3&5(;>l*Ovt$Ut(p5g?hlP*d
zkADus?FAdt^k`Tvl^sMIvcBhfmv>)dZF3{>wD)w@tufR}x~X8ovdgUfnPa&7RRF~s
zH>Q5(t1ByJ_m$c^*Sz7NNp?wIxW4FWJZvqj7EoGcK3?{qCA5xhHxn{R)kQH)5nTht
zvhLej-j3~`gdI=}kF!LHA3>b{p25UNOlp5c^)kjqJ3I>@qi<}8UO|hQS0iuPQ9d$N
ztW(cIV9b7rjGpO@-kvcokYAHZI=*$lN^D_FW!Ic`+9bbXA;MR{iTqfNc_B3MpyJzR
zf&Rj_(9B3bOyasi$Yic*$%Zd~wPy8!-j<&3bGkose~5KOFZ<Q4uIZE4ITqJ9SH}6Z
zvq~@~C8wwRj~s4JK)BT5b$zpT^Mr$QOl=}8f@-;agl4YOYBeZ&Nb2*c<$%H{&P%3l
zSat+KN|QzjDGhqRfn8#>dwYGNWqPmPUU;lCF<#hSc)D{qzL>LEUWsm0sDuUdVd46+
zoLazR)a#bRt1T}RWGKzKz8BK>^wjel3!;^ckjs$${k^>{DtBh6UF|vl(B%GJyS?0#
zo)69a$A5<2uCjBmtr*!>ZW$OI%gc;TDpj>#syb*F!<lG2@e;RdWLKaC3*%DPA?gx-
zmeR&f)TG+<OSjABLFr8z4Q?!UAqcF|t1A|{=>%A$iOj2(h(@Cu`C8!&%<N5Rsp_uB
zeVz)P7RHxS@pIZUl(eBadO!6k^if1_OWjVkB7R7G`1iqHzNYwd)r`sa4_u$+U)sMS
zO`|O(=cAvk*;r45HLk0i@E`Ch+)=>(QfqlOt^IE`N}>{<kKG?Oi4lE!951zVd6gAh
zbI~txGX-77P=wiZ+jX?Q#tIR?*^_62x*+jewTP93Dnv27o;FKRGqo!IT$Z=<js%7L
z_4Lq?b4E%)Rxp|P7sTZLE`=wTMsHO{%2!@j?(u;qnNlnlL~Ti;M52%=nJG_Qk&9wX
zMWgSopK5TU#%U!08;(qTEZBHH^Cwn8(QY~8uKE9#LK@{#kveDOrh8m3i{8dh_4%u0
zF+PYze%IM39qnD3@3y}=)>LuX7T%b9h#Qty{QJ7%%5l5-tJItG4Tn!~z5_k`PiOhF
zh)098%>3bSUC-RQL}SsC7NR55NzpzRPFhTljS0ua+D6v;m$xm`&VNQMS7>__t>Oev
zTDPN_j#I;>zEyimq-sf(fA-eWTJI{06?47pmh@g0i1XW-gPEh~Q6d2rC~AMnsc!}{
z4Ebn`jKSTA(Zj5*F|OQzxw2bJ()!tLJpgRe=ik=ufo2$`eU>5*c3inRQ97%H^LdS|
z8!mMEQnF9a9UiE%9T=F<%<>gn{*67}d$10j&c*N|A=W_;hPO3zFnRH3`@3qSJ0&~4
zqzz+_A_5*7^29~YuA_|Gdzv0BO-rR@CsSU~TMBcUQ>-?p=LAe;rZ=2IY~^@QjaiV>
z4Y*)TBIE<m1%HI;wDznoz#37mD6s#mwc=((zwyjn6Wmi<7_2*9#c*lt88AShfu(xA
zizjhx+Fh$ljr0zCf%!kj?jX;RV%tK_N4|Z3Ns>-jO?U6S^V+rGrj%=!Y8p5C@#p4V
zYQ*{8iR)|&4COrXlV(j0-4Nz)un>VZth;%Jr|@oLl^8Mc?Jx|2^Wlt;J}6&kf@`g~
zm|{lI>TUzR?>nSy-)!_-hjEttqP*ClV@EQbA)Y<{RPLztWS513k{xJ6_JZRrZSzsW
zY8T&vE3K|arsZ;qZ2I3+eH<cIwQi|10)-lS>*J0fbi~i1#7iNyvL1$+?Nd|&u%B}P
zGLBoDHoNMDW3<R~PnJ~I3az$p=l9JVi(GMV>uLYo94K_nqs)ynorc%xpAI?Y0|2P@
zg3~Q+IZ^gE#<AcRXNeq*3LuY8_bjg4Xuojov?TZ9(#9`bz(YI(Y1iPn&AWL!c+J9X
zC;4tg=7)2lFo#2MyzfN>PgDoIxUPTV<%Ne71sgiO;iCSjPjB_8&zB@JjqF?`XbXZ-
zF*F?*9qj1oPY12_?Ts7PBwU{$Rk?3Z-dsz&oETIoCSxrINuYRD`3$<t;Y5Y!%>2B=
z=<yF~XE8mV)O&RCE$-%d?QY9I)v0x!hKtg&U5~0&$@~Jnj(6f-^1%Vylqsd6C1u0$
z79V<Ray;yBx!>QHW^u|J)~8mv_kx5lg_w~iA$c^`8l4RBpW-2DCh#}LsnjUsrmh9~
zE(M__Wh$XH+&B`+mYCe(CLP14FxZ-Y7a4s|=S%rZX}&8Z-ktTfT76$%6+GAfbA6bl
z*w%mUwbT`dtb)8t&df7(D{_Gxu1=P~K4|8%t*M?v2tRBy+))0=lX<+_FxTJc$Koa4
z*Zgsuj4lE6uZrH%2M}xeTjG|pe<eS?i;ig2)_Ayk$7j@_B7#<p!^om4<Dc5PUefmg
z`37lK{gB&56JjBsX?Ue?8b&y&Exeao02~YEDC7JiWlGHe_;TA|kjSltsdAc&e^;;g
zQ+?WYr$RBE&42D6e>}`of-swt8)hl7MeN@H%KnuI9fP)g+4(T<UrJlw`)nE=wg-U5
z1TsdTz4d|{(KsC+2T1u+Np4Y1&}VwRYuEP_E*PJfkx)0#BQNML`!;u@-lo}Y1%J@}
zJ+NS9JElu$z~QF}p#i;PZlZfSH^9MTI&}0k@z2@xZoQ<nI$Vy7=>j${t&Cf~e#mUN
z-<gi+tzW5R9>$YR2Mi|vM$Nr--sNS;?z!RmYVqHq{f$ZNcoU{b$f!LehgP_D=DIq+
z1ek%6UkxF1Qy~&yKX{Bm<8-wMy=_$<;eIil@>ap!P6To4saP3$W&0gUdBMKwLmWl<
z1*M&;Y4=So!0OMLPL1`;LL|wMM$gI;&8%z7jP7Y)k`0qJ9Xomu;>FRk<JgQLGK9Yg
zr$Rw@t9chOeqPh}?}G@UFyS=)^zG6VB>34}c>c9*&wNA-DFy^N&mL6#xN?l78h&W{
zj7G&2&Pnj+y`taMS*K()nr!z#z(AN*Qr(A47i)h-FSAZP=k<B{T4aDc@A8tvL{BFP
z`oX)hOI1rF3~cnfs|}Qbo8~_Lvg=gCn8+2UTjQhs(#jH236zT0#b6$!yfsl-PR}jw
zMKZsRKy&^zkk><W(PHh>y6b941n~ZYCdi3%rN6J1Z_X=A{^PEJr~U2lLvSf5LmyN8
zj1sL*(UJ>kTDzyDv?pE|Q?&G#m#4hkU4U7ufYRD>Peo)UfS9)?#u9!6b&uF$Ua5k?
zGXGqg@L@-AlVp%YgE0HKMeyag9;?lZ$6MZZOrl-vtp(G|We7VXKJ6shU&dRZ37)IY
zi&js0i~%>^7M`J2(e|ccajy;hePY^%-r{AAzYULYR)g0qbU(=)!wOn{#Z+{v`@nM(
z3cey2ej1K2FmXTdJd)X-o;0Eles<MgCbDiwnwWn!TDV2==|X9bMR)dB)xZIH)QdF@
z$FBOgx<Q2#fg^!id<8c7;pnQKRD5_IMDNQAOI!u+&sq0|@Ry~b+P1j9)(9@0)D+8U
zL(2)2<zahl>|AZ^yy3732<@#5E(D)0%eMyH)ghk!F~s>nF5LL7ZQREcb=}9&OUn`H
zsxA=M3&hSAUWN7hoY^*8nLn$~Jk2}UFY(C7>|};o4a``L(;FOkIk(?GFkC8qK`^*j
znp2j?5V&PlBO&N;#pjF9!sn&953!#sQeZHpC7n4u&5i@2OH^`A6lS~kXX|o^_4S?E
zAEw*WxaowlHLsq!iwN!m9hu!P5GD$f@UsucLb8wjNdw=D+>F%a>Rvhc6RF9e3MjAO
z0Z>~&2OG(6kV<hN%t<{V83|6`ha2V}OF>t&xNBdFeej5S=Q~j2HneT^3y<ANo$cp2
z6-lcSY!u7{W{rJD*@l#*)Rh6n0kheb8)fBw^78w<WR588@=FKDWxGhbSIrK?CKFp;
zgOB9(pfgF8OGIyd`C?Po7N1W?p+ZNTLMMOE?u)7xFuPP3GW}yJ>a=JLZx+Js^o4HR
zoPhxReIt>RxfBVarH%Z17Vvj;<2{U3gSI!%;2hpzxSl*!YlX9u*CHJ8J*5pYIh#(C
z$0BFvjw_OMj%RPfFFZjpY0$sm^=DM)QED8!M)YP)HDb3t_@o!6u~i2yCXqt0eqwJ-
zkfCih6b1Df8uU#%UZ*c8aF{KoxE^<f@lS>H(~sEl=4;<rCJ&uf;#VfJT%Qh`cqVSS
zQ=K>Se3wH>4n+;UOJWFd=V}@~_!hY>o&g|+5jx(6&s2lIF;eH+RSpur4#k>0TQlc`
zuA(oNyM;Gy6f7*tw^h`yP@r`~)-ysQ9|@j73aavwm_iN9&iY)H6b`JkmeT?HC675>
z|2xp0@G(*SUM_oW7~1`XInza3(w*7HAY@R>lAC%Eif9Hiyi}X<5I&BvmJi1@GWk{`
zpEI*8=Kk2!v8Kp+DSwbk0x3CgP&tkSpo63y`3{;$<T7mooS%pfi0mT%oFF2zH9e65
zJpYpOV<^-`9~^H8?dxSEE5!Ds({>GaE>&?QSw*rr6)VoZegL(r+&kghU15UY`rj!z
zpa$M-H<$45U|*vn{~6q|vnjT=XjLM#u&4UlIJq$%Q2Qor*5+Dz+e7r2>FD2k<eppw
zJ|{3(dXhBng);f$Kx8q-=|@9f-OIyLY>aaNB}1HUkBOE+eduV1*jC11Z>_Y&Kerpx
zUvg$b1=oe1<!#?m{*m_f0|jwMWcR{afT2WoJ1OwLYf|^{JZLm2HDCe11834q4<H~&
z;Xr^ZVV#AO(La#L!;iO5KS<WSK9YHTUA=Nshr>Md;-l&lk{6K&4%n-RVr#E4$3$+U
z&Qpq+<pkc$zLy+fbP+b%C#;SfejF@^Rk0bniV!XXIGm&<wMm&0cR({zDLKOnyF0s`
z$(dE~J-TIOr=s3!J$0v2-g528YJS9@LquaxYWTY#%0TNI%KnKmP$mFMxIAi8GwnMk
zX;K}>;p5O~_g6r_q6pH&?&nu4eLLoct}d*xE1n_Gt!!v?c}2d`s#zaj!!7&AO3}2<
zY@Y_Ek7jqO)}dzo6S+-0JDY{R{2RQ?#NG;=a8hZ(6R<EoMJdHTaW!}@*B;<rLOVK$
zF5Ov8qyt%?_;qG)R@;=`ge~<eafdd$!}lH(a^NOABFkqc7lM2&g4#@~tVG_aohVrf
z^aJKK{swbPvFiO1eO+&KKUbiHA>K_k6Y+crem_6z`t2w9+HiD7vQKT*(eqh(Y;#)@
zV#@b+kaJqJva+Xi2KtBk{xIiNeyR9~?-P9uZpWflM~|yc3}fT}o;s(i7@M*ErWdyT
zb;0lFyaVZ6|4m6viFmShqolhbQ8PJVg>i-gp`G<99IZjoztl8i^2|Ci`O;+YK)Z6`
zasTr)r3+CLB*$dTO2*QbsziBtIfP3sSM{{CF2hvrMpRi}`HujF9r3zTMpk#)$f_ab
zIk^HwYhUketZ$vytfG?a9wqnswVSuYeklsLxh%D6uZZ8}@`l3~>R6EuSrRxibMp+d
z`qv&=2(-JS2h+|O{N<~6zSE&1CZ{tds`_9v4S#=uzf5qLj6FpnAgVY6E2e2a;(&Es
zX1~lnngxTonn#NBJVWl2q(kZ^s}11`A7T#0#RV2Ogcb1Tv^S=xE9<}HG#Y!TN@~%I
zEKb#L@BPdM7*u*yfiF$m4pC({tE1hS2ET95F{}e#vP^>jGSqKV8}ZfKeVV+%|Cp%3
zb(c+QbMMX@aj{ja6~$>3@kBNVH>M}>+|-96mdDwPgFb5-(GP51m44CgN$aZO{)?uJ
zp>)@VLMcgr@R{4aR4j`YckU*$W&1!!`xYS5)wBnfoPQkNh&U3p`8iEiBvbdME$@Df
zy4Uha+IsbmqtB5mO84}^Otox3!9{4K8X=Pbw6j>}$0jm(tfeZ@is6a#4N+@XZ3mS#
zt~_P={&EJ!yk*w0##;zbnC%<e<n0~iynh)42Kg?j{8k7v6uNtjFtF=|N8HvZO<If8
zMBkIt2cFG`URQln^l@IU#|Fo@CTnBKd|Ar!ENPjwGI2@-S0`8jO2Mn@n=sgB2q0f}
z3B|`ueD0LCZL>cHW(I{>Y)~YRb}y)xY=eh_>&lO~rl<F%0P7;s70B=no%#J^dZ0tM
z>*+U9@cGB71kSP+WIQ}>sONTme^zgJ{1VIl@w;)K@U+x%a{5Pe`AMnfW+X`SklmxZ
z0%^78rutn?_0&Gd-e-P(3y52Z8!h%C>uziVr`iHS*VZ@aq0qRj!ABE5A;h*RS?uFy
zm*aHv8oq_0%VPCe&WD?nx4rUk3#L?46er4A^qj?tolXAKKEAyZ;3!l}aDWM2i|`GZ
zX^vEqSo!E3QgR;#dKsIl@Bf;FNkmBxJ|0$jvC0T*R`uS>i_5I9dM#pqDy@yz3>7{3
zz1HdNHB(!MSr%53JA-nsXM6cMZE?O9kT~hODj=>t0G2PeSq=e`G0Bu&_8x0=h^__w
z$rPF{BF!L`mjAaFAhDK32R{Bbr&BJ`UT8KtEI+B|aTy@qS5C}G{%-A~s`j63f3XE2
z0-+J1eZ%kB&XA~zxUNxc0%U%)HoK3{y%0PEK%_4-fyQgh_AG4+i+w)!_-<lJ=G^G}
z2cD~#)VReErIXkj)uFKaCZE{65d!-=JHC7^_q_7!0f=iJe-DnKL$#=fDnHlx$^J?a
z1CCq}VRkvFIwDL;?Lb7W(b@noRL)lD3`KfIDyE_+MvdFoJTgK$B+!2k(~uW)>b^^U
zgw98qOop*kTyRiH{ft7rs~W_<lcz=s*LHe-o8O^&%5DDZD{o;zftL-Rjew1t|JJ`q
z9gg1xKOVKHyHD%F!Q4A1HqFQhqZEL0!+CYaWPMj%%tA)W<EFg4eBUFu+&eB%RjT~3
z&8t+Qb@Kc}<J%T<G3O=QQnJy!9G$wlMeC=W=64_IK#9N>(B4)|2m6~fK`8`qGh$uf
zzw;Ij=99?cDW5%Ag!T<*rXEf_>KT&Sv};KYx#?#aU~WEb7Ssdl2P8XUUVVgSY46&q
zfVs?f%EJJnj~4}InC;0Ybz!o|<(=uEBXk5B@w^S*mKS5KJ<fXj@9o|TBH)a=Mcu)T
z;!7@;;TTWT!hvm~1eZJ#CN@Ny3DT>U;}M*MKU+(tyzS_CBY2bg>Mg4KlWRxX`QJZ#
zQ#TqPaU^b7-1CDgl&g0w<q=CmIiMUXF9|LgBE6|lO3KVFFV<!nT;6wNi<O&Y!Bz&A
zR<S*VlOURdZcA|s{;h$sWp2)({=602XuK*XD>j$nAT-wIG<*@_b=0T@BA_EPXC7(#
zy5uT!Re7T^9M0DPR0~^@iDz6Ev>V@s0~oQa5=6M1h%q={;Kfn1;+ZW%X(Xyc26zqh
zUh~xkbrshj{T=1TEg$BsXBwv7oEBUc29DhB<;*ML06K%DgHe2aeQVxS#TO(*8>G4^
zmu|th9_iGFN=tJt0l`!t`cPW(=RV8NG7fNbpJyOX|7>;{ONRo`Vc_8Yt=POhH+;A9
z>nsZtY6k%%;~Xn9d(@V6S4DaD+tZO+h{2W`W1NbQt(%g;KkgFwYA=+k<O`j5C9(nC
zgmB4ixO*;LahrjQyL+m6%Vs#sm=As(CmD)HYp4^LJ<F_oThbNF8xM)=#@0^Aup%tw
zVH$yF=Lv6L@OfI<4{N&Nco86oJWE;ZHgnorp@_N6#{Mf^b^8Uu)P4RF$+y6i?JO{*
ztl~6ll0{S1ZQ^?c%gPudv5Yq!VGKuGNP4Ff6d@PJp^BF%?J&L$W5hBw6t68V1&j|J
z7ArdKZqhe&cWm+c*z8I0sqr5#x~ak8a=cC_xDgTyx$Z^5ES4S%Vt6iunx1yf=|~ql
z@ItSy>^Ys^fr6g{W6S4bh4we~)VSe(CzrdG)ZUJ3ZXm^VdL}`zQqCaF{k-^}5i+6}
z^UqO14^EQ*y#yNAH~i`R-%!~SKF#d)`NIRz@k(^)jBir*P1WP>A2S6jV6t6;41v>L
zA7|ZHM05$XCG{_jfS=p!h=T;<+_w|1RcUd`=Gb`$0f(mgxzdNv$PrtIJ|X<4A9tdT
z8h&P#yiJmDpc9`HSHgosFV1qdyQf|g``A+KA&I?R!+XftC7dXtix27WW&NgFizqk_
zHS`m#y=@9x%ZHmfXYQ^stVmAhXEq*SA9I`RF+k$Ucg{ZdBA3meP$-L!#5`Wrl40j+
ztYa~kQ!y8PE;0S=*}a{lbxL3h<UvtIvK<Q-Q<~9XG67aIR5IU*+a?zW)arlJiTwT9
zN*|x_zS$`s|Fm`+xF{iF#IswLfHctXcw$st5hiMQ+=AFGsJEKyA^Z$677e2kTmxh+
z!E?>*m;}y`?c?x29OL0WiNzmn;XheCS2nLYAam&82WSETl+q5nCSi(a)lh7dfnB}<
zs2HD!V5AngyK=zyGckJ~$o)wwXhSj*|7R{H>3qu`<bLP8K3?dix`v_AIJC6?8MU+2
zs$BY9_Yt6A?s)z&Qz^cvf}Os<0?GlDDGIS(wR%c!AZ*>Ta90Lu^Iq+0<3O7!fCQz5
zZZy6zP(DiBi`C69r_^PVZj!RgOFj#YQ*U(q*2U`gxUgrXL~Pz>WxV%a?<uaMeX?>z
z>GpF8-1)&w0_O+6Lut^54q1ue@$wlmRzwXk4~emgQW@sBpD4{vr8aPPcpS#F;BN3A
zNjuRlPlUe#ms>z0Dw)Nu3nd@C6H&s~VaSljoo`C}6l>&BRU7oV?wY&DwqTw~--s_E
zkPhZqZh<Vk7sKQCEU)a`c}S^kA7DVFNBl|t-XBp|CZ@D1g~HtI_X)(hU2n^jCL?5^
zah0=J$h2LNdOQ1>yR>=QZccara02DsR}fK<OvD^Qkq#)N1AHGDh&g<=HY3{a!ZlGW
zE%M!GOz(mm*N9A)y$~6H`aQ~*c~aH&$!$?xRNU5|sosn0z=}(-bcC<G0-{UX(#F%%
zGwT!jhY%A+caDc+=q&Ty*4x>L(z~VKO8nd6zVZ_0DyKQe$K@m<x2=FO2{1$D^okwn
zHf@=Y6eh@znZBGe--mlBmX;S6r<hi5!8SFm(<MF&hzL%~LN8ODi@I$d8_*gM%m}Ut
z;r=e7K)^7Cv5f!#GLdH2f`?=|2%)(0jxYMkr*6PDwHCiY@f~8euk}`ylJ>ZkSpxS5
z`v$QiGpBO$54?6J2bWo66=v%)!6^otme-#vedH2%)n&1ao2FZv@1`K>G>Uv)!t~}z
zG3M+j9B(uB(^^65LR_S)sxSBl_=u~B?lasoq{V?P1C%mtA?Z>)0%ke!>|qT{p5juc
zo5ds!hMKsL-eP~vGO}#G-ATZcg-Oz(d2^^NW>G%;Mp4n<l&HqHqjy+k_Ukf_mrA64
z4ijvvVe3>jF-e>E9)RhU<soGG8w30Td26LzbT;oLo!xjBk~y;fbh&h?_IJbYg26{;
zxF()~SLIINaY}~L6ToekpFEoAh&pt*L>c<1GJT}n^W)}HP%C{bH1%h>eg;46PE&d;
zVF2cU2wyUg#AugVTzXp)QsuT?Y5}-mJ@q#KExt(Efu&f6<k{!{>qp8OFAP4+d9Cf~
z-QirffcrWK+VUB2x0;T)n{5}rgvdbaJA%mug2_J~WIfWmY|94$dI_OU!spB!5#SEy
zn~jz)E3-xN7(qv+(~h3-AhdJDum6q`gI#8gnYt6)Ng1PZ6tsMBk#DHnU3)sS7$+X%
ztXZmMsw)62JH8~8;8eG=N-XEPDHDeWa<wHLMT&oOq__f|S)WD{eH-8jCf&|oJ_FzT
z;O+DKH-WA@a(kE4_k%5o<^YM(Mhdi?r)4A?nF5vHr8D9x23$(vD!gTRjUyG;j8d}P
z&(C~)KCO1jygTqg*&0M1e!SZpN*e#Q4w3=A#KV<x4Nw^>aGUEiW!)ve=~jE#JOvYm
zHun}@JQ=^^XgdWY*JE&wh~KdW`6IuyzSxI6{8tF$^)9cHCcfd|p}=JHvbY$jWKQPy
zr`QrU&%=a?svDGf`~IgH+ji?|hRMGxZL9%O$F}a2>+|J)VBqs~PWR9DgY1bA+EijB
z-i<^5Sg|#L-=1ZEFNuqBKnb37z1;UDNEh?x5!Jq<Q=s1ASS%fkxvCY^3$<eX+mi0h
z8cjr_Dr+*RIh}=)0Gj#ea3!b?#}5ut$oN8MX6<IfKIrv<1Zp{X_nwau=&(yDLFOQ$
z3bYL@3=}BF)PkCnZ0tYmW5R)~H}sKd=W$EI3r_RVyi<#@6Dr@%qn(Z<b@ZjE9Tz#m
z$F)+`&x$dpk>YQIuBjwrJPiwfi(~z<>>u~T&@pE3$B9&qBFmlH9~qf-q<Ii>abcRt
z%MHIvLAP<4Ac+7%WEnLVr($7>i>0SGpu3r6oy|QXE#=$erxAJqckA;rLe-Tw){O`g
zblXX4XAK#d?Ac!pfT(V%yVlW5IRlLwKTOxfU*wH)+txV&xqf=|m>i5R2ZR(TIKc`3
zI|lh;Np6vfwYif`lg|gq&B74cahOBe5&dv<?-lMzokZGew@Oa!wn0))p<&OZ#%r|)
z(4a%ae}jww*th>u<RsOfIKL9b-N%$4gNFb*1x2kqPSDHN43V(MN;;h?NU=CAW!HtG
z>0<uB4+f*WW-SZ<{tj9k9{1=@^{ywO@svnI<ILU7h+D6j>G{^zHKf@p`y|Fqsk^ET
zGX-d0Cu{<si<CC8&9$>Kl9;xHZORwMn6bn~^ENcZ_V>LXFvoX~&pdo;(N@_Wz=4S5
zNg#NBDoEH#Ln_%3m%)u}GM0A>*Xx7s0g{F;HP(vHkKNmG%&)6EU-2}bIuVp!n8XGy
z5C_ox=kt3uF53fGg{-P$Z!UpooJBam7I&Gr%DT26BAMxHh~h=yH4Kd0%^T2iNUS!v
z6L4~&o7{XqN_-#)8F+j4<FE;}FjoLopz;adXEZKEJSiYScIcv(5aC;2JZO+OlqV2C
z#T0_C{+^(%n<kr9Y(0KH`>OI@7&`O))?W;&;ckB)n>J7KfNM?Ow-A5~I*yM;fELPt
z4J0f*v(pl;QmZW~s4Zz3BndeXTeR-nanUVXCQZv;s8F-h!%XLZt+r~A?dz&+_e(8f
zC~czv9nDSOTN9`ezfO$1Eyk=dU*0HVgxsVN&5&lPqPkHwOlRkDaeLPI>J?l)<}hqP
zvDu`StSY~Hpbt;tHhyvp`&lA#^h(Ll@F%!UuJ(|-Kn6QW>sDRYySVUqk?ena?+YPh
z$rC7}=^zyhVoj^QpbR9Ap8s)n(58hgb)h;$WHM4Igq9oOh{`%y_sM%iiDNPkE+&dG
zWNk@>LB2uw{k?s)HzxdMqxPpets;+vmov=I?_^)gR(OB(km$daov2G*+h@GWmPCBe
zdh^f;d-E)l<Uydzv|km*({BINgafisHoWzHco<SjGGc_3HbR!lts3;5rAZfIK0>5@
z_Xz{Bn?iP7GS;+zFF{VwahW%twV0`H!-TI3V^_gMwdepsHW0{CjG-p--N?mM^qZVs
zDr3TZp-#RXILsJLe<xF(AJO#!sQXdkjbzgb&Hi2-h^OEW3-ha5VrU>vZ)vA>=W~l%
z$N)Hd8HF;lK(5e+HiPNEAPnr?C0stydTOK7%M13YHE`$q(d4B?TIA+sOHGa~Ut(`!
zP*BvHvFI6>#bA)$yYOeEDeK8a)oRR!$V7Lk$T3q~c3e<2VQ+}++q5)Zvi(Z0LiUj2
zz|KRF#&#NiEO+U^-Xm?yPZvHp_>fwXpJC?hTF9#miz5XVYtxq2WEKj!WCG>{0=P>J
zvYP#|CEixlvYIDBZ`**Mk{R&t84<kN&YBRczk?#K`W3t!u7P9<CGz%hgSgmj>yJJB
z^^qJ!iO>#wOW13o-hf!^S>}l6Y3=Xo1zup4ES>g`@SEMC9Eb}Vze@+wZJeM)%c|Ic
zbgMmC?gtqz0^^w=-OCgwb;FAakKdrS8p}RHQ^x>3v4AM_G5{$HyM1&c=5R!&SUQGF
zRIE+Ag)Qoc2vs@Uu-zT{4B6<NvhU;?5?r&~`F{#*HV;3k$z|*{6LD6AZS<lNB5sSq
z6!;Xd*@V?J>_KYjA~&flgSCwPdQ9Ybk}^Mj^fJsUN0XXXm%Hcj<uU6`J<2;syF9Bx
z*k4+pyaXE8lY7R1xh6h}n|hZl2KbLyUl_qyXdU~mblVFOFJf60!!)(}Vq>s}K7J2F
ziyCm|DCEdzyQH#xNL2TO`(-f_W``bA4alA;WgQ)y#6V^BrlUT}FD`n%X6CV3Ra{80
z*X`<Mhag>E(5})FAmaL1tJ&AcO?I9|C=?Zjo~wVH57}PGNPwgQA_e#B0b({a?y0)S
z$<UB`ZgM`9`65txu{0a$%>xKINxBB%p{~@{df!00sr6nH`56;muY33I0g6ic)I<C;
zPoqY|l%C(fj!Hh5W~lNGkevCQ)eC9s;JKf|wX9cB=gi0~uaAHJ*QJ120BvrO;*{9y
zh%O%I3zAvcR{zo}7CpG1_3j1#Xo&agwgpl-z|+yVAZauI8e&5d|3IFMB`NBH9TvOg
zHK}gISc8|{S58gSCoi)8g6GgYfE671SaR+N&HB$4=v@v&_ZE*I^SpYQ<2(AYpD~97
zlu5ziXIPMtW8V=%ZmKp=@xm^?RXrClyH)4E%>@s6)nWk@2UcLGk{CB=c=zlltHc27
z{yp%5Bw?J9m_&ZsR#OcYrgJc>cY*$o*RlLs`UdwFh=bUr`0gvL^q+L3OZ*+#p3!}z
zkc<Cc?}PEGDi(+?iMFKa1}Z*S1Lnod^Ls_s4~>|SM<4rNIArk>mXpU@q8;zNKSCWy
z5h<=CW9Da4K5Wv>#bDQ-xbduo%)?`p)wXiFs)MdxG!s1jBThOPkMyhPV~L|%c({12
zB5`YW-9VCabC@=;>W0&W#8uEmt`E{2-c$3xufpbiwGKszEnPimg>(#wp2G}qfaa4z
z09-_9P*eg1`vm^EPe369y+G4;pm`mpjb{VJE|lbVB?oN@;$T-#51soJXk%ePspU|d
z!KB>EQ{0)VDYdDuOO`&N`;DYS4>QMo9*8~jbY_dviPBz`<p+8gm`<WMU|RW-gr^&m
zay$4!{Lk3oXAw?`raBG?#>SI*w2C@`Jt%{kkjtd(DeT_hQa#iD{mb_vqDc}JTMgcY
zk`M8m14D08s8DfN%a%IWLAa9CkEAkPu*aJ1MtnYa5KZTN8`#)op*;#C4Qf4QVT4`=
zuXgMTFAKin2s5BZ5hPfb@ywI9B+BJI73AigTMRGEv3&TuH~x9sKUQ`3v1_>f<+;wx
zN5&%>e(yaunZV$gZP~X@iMBo0B)gA7GYnx+mm!e-;4D(;;8NWV{C@th4sx$4xlc6u
z?&@w(G~tX7aLsGNi!^>_fM(i_6-&F__N&3lvSs$9Jv$-4l|b-@89PGNNW=xrJpDLU
z>&>6|b1l}C+wUF!Ol6&Ax!o>Nw^Sv}<_sB#YaC|zf993d#DYqW<Vm;hZaHTR?wU4U
z$)S&c(($HSog_t%;Lq*riQH|hkOdOWw0RZ^;VmXR<!SjHZk56&yjY9v!>0o(E(VIP
z{sM9PvO=BUS(La1MMISSL1r}bQTPu=;1<_-rQW8sa4y4-@1nQwT08I(eT!QI@d@nm
zt#O5E+y52nli`SUSu!n%l_?$s4PmF0I&Q$0vud(aK*Cb&^YWE6<-s}ae_?t+&LIvQ
z)%dpyBpXWR>9cHnA@+ggWwHF@Nsi%hC!*%STiCyj3Q$=?A-dA69(^yr6g>pj6PCMv
z<cr<B7cO8@fXloDnjbxhIoJTvM@RHzWy9R00n`dB|9uW5B(8%Z@VGC$>5TsjVtv_i
z>8?q9qc)`9zWe+~-U*mIko*fdRZy|sKQidHsI91Jpy+V9mVizZ0O8YTip1OE2-w`U
z?pA;I+mi?EM2vxyV>g4SZxEJm8Q^3<+Ny#Pay<}&4K6N;X-Zxfg%MX|zl88(_<>I^
zz8^_fo&-yzAqHX?P^kT94d*dyj_9IpOPcw+ad65b-5l0YZCr;E2Q^sK5+>)47jsUt
z$#)-Gw0_!`a^2OBfUrCyEL%_N7o}bjjwo@nB8(*VD2N!F-aW!X98;C12k-d_{Gvna
zH?Ih63-_yJELM@J>C=}2hpPuh`8>eUDXAPpKs@j)sJJ*<C`c$${8wPR$+M-mekHft
zx=3woY;7q3bn0#1oN4B-7m?k4vE{x@_GDP{a$&R*80X!^x}(h>!-?+ia(J-+H<IH_
z(Xy)++ci`#GbSt^O%y!MAUwTPM~#B6Ud`a3aGIo7v3B?*wGEC^%G>$pznmiNh*AQ9
z#;&@*J7y9D{*s$Ytky!N14tarw=YDdlDE<aasTJ+Mad1s&LCxi0|qqPVf}xeFbDoq
z@uMfQ(HlzS0PXx-`VkC{=0piD07;KsI*!>hgD{CH<RE3QD!#Ts@W(sj3hgtj5<gi7
z{?UviM2Ry_hVjEn1f4|A{`P+<ITBkrb=q(0Hw)_KBdq3P_x$ux5SwjPfZe_#tbh7F
z56^CC5t8((h@e7X5Lknj89?THr39{CDJEvH%j~4T`;rvy^*N`4SjGPgoQiKED>oH-
zpNz&p!h3il(6|T3*U(yTV;KZrfpBc7M;~}<LE5fBqqvQfSnbf4Og2P-clfh}z!$Up
zM>%0=BrxbluA((p3Q7y0akH)!nP(rcaZB6fL9SUlxxTl`AV$PzT|@4$`RMEsRrG$T
z@BPOtTbc1Xy}2v@qbn#va;Eqke4j26qAOq)iriE_hib!3-+TG~t~{@4-HT#7hp^rU
zV<E}zMy*#4A0AjUKzE^fZ_9%W?FHY3JTjk9QAIHR5{H8NAuxmRI<rY37?;kR6z=%y
zs2opVHP434pdRzQ-D5@(f-vej4n-llJhLcS?Ta1mwE2yPEE^*oYSUFM|F2^JAEpyr
z7(mDNiKw8+flm(hzU<-oG{L-f&z+&=O9B<!x3b<Ityccu>QeyY#O6EM3s6wf^7TVL
z*g$=<n|c5X)okUM<LGj{1?~*0j581kuCa&d3+WL6`%~k;2zO5&1&FA{jH}V32@U%v
z-b4_>-n;s8R4=z&NSS7LRXEgwbt-{ePyhe?kGBDMyTB1U_Dh;#g(_{5y3Yj3Yu0%k
z=6FMy)a(?)X)b=}oJN|UaoG-mbTaEc!_F1wD@K%8P6gkis|w~B4rCkPw(58J!Ibf}
z!%4;76JR?P@Y(Vp1MCx|!-tqX5CyIkW>wJ4`~FC)*{ZgljQ#kF-iD6OQjBm2Njotg
z<w5X;ITpE)o5~x0QN2W2Uw%C{p3z7HGy%X97f2hVtGp?F1327!9`^<*(XC>~9ZTVs
zFNHCLc>%zJBCl#@W&B$x2AlsL&ZvGSgybMb8}R&hj{WV{!?R~GjM_)~Ku2l4bsK(}
zoQ7+S!593vICf*)?w<+0;vo9r24a5=hP|bH{O{rh)W)47BNb3p>?^+WN@If-`iBVQ
zj~0Hdhq~PDZ6Tr{9Ka}0VciJoYTzx>k6qIY%Uf11T_D|iiO9iTk5jP&a#69_0)a_D
z<Y$7bxcmHxh=Q3sIBykOS-$3sv&ts^FUq}G=mvt^>Pt}UCX|7c_48VX66lcHhkwL0
zK#+z7IsfNhI?jIIw!Zx>|1)nM=eaQK!@xY`YUEN>7z55EFhl7Q=LaaZvbLlVkS1u4
zCUy%sdg)TC;T!*YehVC7gsnM}9B^Vm)n|H8$r+(>YFivU?rQYUm(`oL#S@YRq?{!5
z!+WYd2dA}Q`P}d43!mwkcNMnQ!?+^8$k6=Gd}sbQhUEeiHC{(JZ#2ljYa9QUf6o*a
zIybZ(y_EG>$4zVVq_Jla==)`jyF)|m|3ADmH{*Zj5mfLu)r0nzhUJ<H$X^2>yHNm`
zO4eh;xyZxRzx&6ATOwBb*?UAG|IOs1InjROA;UDWZi-p?eW{)G)(OZJ0=p*B1Pf$q
zV0fI|)R<H8s91q8%=f@j&)2PT-v2hv{Sb;9v4j&Yp776|Qg{9C|F+Uk_zcD?gV_hl
z80CZfVxma#n2hHABFy3Leg|MV;aX0|6<?>vFd%^fe8O2ypKK?=%{zk(Xp2865L<5=
zSSmU1hXn6+njuy{aB^WE62^MNR`AU2Eb$(Ea)h4}_Sb}tx9MI|pD6!-z{wZ;pH}O2
zA_1g^joEgwd7RZ<HDMvo56)JNCGJsCG^PMdpp=&Y8(DpSi_^%XDOosF2!}$MH)qVR
z5n2B?6ML^eWQs45Sl)_lu|>J`5nSP?%JfG)8U05SL}0x^XUkr>frSYpxd3lOv8Dyr
z<sE-_@X#eVG6TCyla+Pxz>qp90|PT6;FNdbN1wlfzbQtW-`B`h#g1bzBBSvD*@iS~
z>Q(`ffiDH1;*kJxAkT*4-H}Fae!|u)xt$ha@FaOekFeb$%ZzbuR>JRj<mR5JrR(F`
z;ULriqqq-Z_WHoq?it^d#`{D@NRB|mKv9BbIO+bo%KYqa1GuP8+?J56gv)U`g<J@l
zOj%IgAzm#m`AA|XvUnN#(IX}z$Jg`;C?Wx43ItJYW5kk9J;>}}ZDvoNj+Bzo{b%mS
z%imB?u*|c<N?3ubpjqmm^(gW7>3tICVDTk=M3<DM+zv%0BpfYoZqg9SlK9F3sEcuy
zi=ZMhbH3{@J#k7ArctU54yl~&I>syQygP-ewa@}lw8e{(-kpZ9Cb8hHgW+*k%K^>h
z4AKmDd4PJQITb;XEh0hD*Fd|({Yzhz+LBlz#SuNuioLA+Z|oIqtcZx%D>UJEpU8iM
zw>SU{|KGkr`+%55_v$Il$SJW`ngu6x_e1CSeTQkV(=WG77Lhy;BxlJKfGu~vQyFey
z)U7|qXo7c_$p7cV<81#`nDw-owJ)$DuBXipznB%05mr{q<?7T9r*kJI^fs$J3O7T1
zMpV{ax-H$PYm-un{2HTCYnlDh_xB@X4~Qu0$4Bsn#4pV#YRmsz?tMAag%c5lGu0_e
zAWIOFz!bv8bI;7Kc<QgG3RIS2_@0jDZ>s<wVZHi#!mE@2ZP>eOk$`!4(w329SqC@>
zBEnncH(?z<V%PfI?0;LS6_=mgC%h{GfAbNf!y1<fC@9b55k=JU^?!)HmzNHbkuMQl
zKtj)CMLbBg06!Zh>LQ#}SP{=7#S5dv4ao%GYMefw>)1U%6nvH5q^!$Jz>2%SQ)%ns
z17iYt=G{-m`p?$L&Mp~QMQR=_HAjiNMTrCXDoP-|v5U35o3*@|b-!3jVGTMfI_+1X
zk#8gXgeUW_g-_8=3>Ezo7-71^oI>ycmuN`1Ntb}10wl1))?-Bj+fzy_hk#HPgje)z
zVg*VWg=u(snK$9}!K+ui&vK7u=x8XUAdk%bN`ToY**RQWoi?aC;}@5MsSv~ozCOT|
zN{N?Dkf^Z}AX`CkAH;1~cVz2s02-<lCGM{)r$|0(RXhcDs}ECEo5`unPVyIpwxnM&
zsiCwauOh{rOpvMLDR*<rUzweRhKBS>O5L_3>=?csV0i$C-<<M&Z)%;qy}PX{K<aw!
z@+F39s<7LEm#b;B#O6B!KXQsp$9gc3C#^tx(QnrSsiq%dt;pRuLlI9}sLgE{-j}g*
zsVG!&irlljN=4NY_)ewjv*x90_Y+yv##C<JYKgmt;lC1he`Vy**J<BIvwzeZPci~d
zr+P!=*Et)hz40CML}k1?`6-+2fyz8DZY3XU2BKxiykD2)D8rUW+=xBLtUm^YXds4r
znMD@o^37)>d2OC@sm1dd<i<t#ek3km=bWkJ)DP>bgGrPYy7`&gaK|Q7fNQAz?|jny
zP`i6!?YCV4-cP=!880}fF^A%Eehp7!{$@q&az&R+mtsl!+Q4PY<&@3zPXG82yTvu`
zywOhm_}u7WjXC_yS!lRCPKg;Rt=6J*Ma!ju?v_Y<<e*caF?9DUdX!TpXr8W#@TnAT
zr)hr8$DtgqbD7C{#HSEEQ4uMf5RXt`L=Z$`fA#*f0xW=NlB(`Hj5`87&>0b|Ommi&
zW46+011`j^kIp@LT4Zi3q^B7#XR4|nm^`NQM*_cLQ|DvT;1qj40vVD1tN2Q-h10U9
zE7^RufKJR&b-jmWxWqQ!t_P<TKlqEiI%uR0EmP353xPd1cYBVxZ`0G;Rjr?|TPzno
z__~(!tpB65-+{A;zg|6ZpI@`zXrzN3KM?d<f6<pHKk8O=?o;$7DV~uI3op(1JHvO%
zFDH=}A?MdM*}<h*T8QDJ>pYDo=8nhB`b-q@e3}MdYgeRUo+PifJtc);bX=AzcV;2j
zoa;6TcP_7w5UC0E@=Wdu*f>fDH(P8f-s00-d%{sWzI|tQKqWCoPu%%;&yAScLG@QG
z@>>+xaLHED`HjD#nvZQKjQE{})iN)#R%Y-zvlRh|_?-G>uH@>fG2+x;B}!{>p^*b3
zu~wyvcs`FGH6K)Lron5X4A9!g2ZN1Hciv#`*?_bwk297SrSHM~Wijzq;8@vnk4HE?
z&o&FNrcw(Ju1fSGtr;|RDh|nrhKts%fA5-2R~yFX(%JG~jdF2H!w4T`qTGkX`7|H5
z+HVMJf`*8wQFf81V@(1w`=MUt75SBGH{$ue++)7zXRUPBlvX}3ZD*TdGEk4>(_~`*
zu@i&#fx0~GKFo%G>t1Pj6@^Y>gzneW))q#?qEbE}UneP8aRQMK82<iR;vye{q1{H2
zaSn~k6n{wGmvGw}{G$KgqfCXqqpu=%4ccRY-9kg0GOfK~`KEjJ4@#42oAhD@;BQl&
z8I{DDk!Y@<<xc;0c#ES)gMh?-({*dG45@k~mh(%0y%&Wl3S=VrG{2hEH{rEsYq7?Q
zo+R5MJa09zO%|^x2n+CeJKfBMK{I}kj$HUm!VS6;f=;@$L8JiRRmEaHz1IN?{y4$j
zea^|IgoIhG<pZ`j`Pg|Kp~?P@pW0F?&1I2<ZW_U%E9X7(l~FT3mx}f{ys=B+%ZI!7
zRpDL4OI_gGls+Lo>zI#_5;?w})%2Wv{X4u_BR==5q&uV(ox}=VR%>~KHZoUYhPPBN
z#%ER7$m@B$=Q^~RIx&A*x{fJ~;nQS4iA2HeX(vfGXced@Ex1$2{OG*(;G7xBzf&_F
z_m|a`<xvFQd}c)04Xf<QyZBpWENYdRY{@<vHr)4I=C;*u1YE^w4=_Gp&ro-=ZC%UR
z@d7@<C;1r112N4=#=lQqKk>A&(X$C4tKyVt7$fGV9XP=hZR?nqpI^z-OMd9Vt{MO2
z+x<LZFQTm?w=<F1bKVHvFUg)0o|l#JD|7#?lS5V<8{S%_UY>aKSv2s6_(2<XfZq_^
z81w)PcH((|?#ZmXWk5OP0eeF#k5St$eh-=G*=Xc(<v-hrCw^2imy;;`L}1)Ej<z+w
z(Y$;ld;c-VCCguXEXF%4t~F9;MIrzs24ii{B=&DwqGovlKVYpE5oFHd&XzVxQ{l1Q
zm!WO|0=&Guh92cU+I?)uGvV_fesGt)Cdkmn({^br`8cI(vd(WKIeFQh>io1m=%ZYB
zr{wy|_^nY_Kf|F%1kYy|JmYsTd0Mh%wfD~Dot8h?z}^=Z7VL!;X>F0hl?&LZJcD$2
zJRgP_?2V#vD;^~oUwT}`*SBC*J!c>DfNk>y0@eaC^r>=JdZs!-5ASX@qzO!Ol<j<M
z`x-Xj{c`L<#xqRG8XtI+_P<9fN^M%#JPvn0@@cBPWjVUv5{)&rWG<s^?Y@h&w&5Pi
zwU595vK0WdHn72`Nqgl2>T+d=(UN2bwzEOh{9Ut}FY4iT&NHKdav}Y+UGT^qslTXe
zJDkpbHq*m73c^fKw?J75+nyo-iLS}Np8Y?KU3)lG>)W1#LlpKZa;9b+Qc4+;L!^dj
zc0}5W2vK84NJw&=>}ndPQeh}lne4EmX%hB`Rft%QTZSmpR1`8qOc^uZtA6{s_MhMU
zv*udsUC(+C_x(Kg^RB}yIS~(BRLu`MD_J~zo@~bNajpC)--3K&SjUd_mH<v4Di7uG
zwT<=R?giwY4c&kog3VBsfQR`Hse$&BJ;p6OME(joywWw<`Jte4%Hn4kLtk5>ez*ew
z2TRFJN&{Zd4ChiEFyjj<tw?jhHP@bHv$IBS_q`fK<&yR)V8%FvHI;n%PN*BIxlfa4
zd54&tAD9@?eKhppXF&9o8EO*s0Pf!7SEoJRM%aQdLByU<rW6jgf~%Gp$D@}Vg_<z{
z+~->$C>n<C+*)9sDrE~dFgAD8kANO#-?b+aQPQh-xSf+9CY|7y@O8!~k2NK(NdLQ-
z8x9L!f5JDg<vd^++E-r3F_J30`r$SY(~L4EHQJhko3b9-Q==yVPRp)XqL?yoT)JDM
z&QdyB5KTCmzX$fu2{Ndp%16`}#`?`Mf10~<<(X85Uy6viNJ4Q$FvY%r5sW^F7KWbQ
zL2lqgb3T7kj0c2e?Zls#cEDz1I`uU=_!1@4BY!Wsx1K$KJGt2SUhBH}B^G=<Ty?=@
z$#Iq}#c}*eXJYMLDV27HFtwI{fg&4v{y(0!a)|kLNO(B@e^xrN2ha{#v_YJp;KRGE
z^mECc*2Q7RM#RVs+nBN5(xTlPtrEY;D8CLGEDZt>-rC)AGhV6z$)o&b-YDz*rgunI
ztbKAXWmEXso#cjxZI3S1F2)dkXo^?FUE`?MXObsSx9kc3$s}_E&&oEBb>&mL0YSlb
zVRyEHme1HsHsZ@<WaX-)C6y?>W{a%L{T{H!G(bySSJ=GMhbm-Rkmk@TtKx`S*4V&H
zQnta@l7nh?a<k5jjfk&L_~<WwoHCOa21<LtTgb(8OVCan^ORM0SN*<y@v&hT29sxg
zB;iNUD$sZ|)rmxnhwTYTUXlhZ`(1U_R=B<Cw8KCs8RGVy*lSA0TOMC{JwW*~^6xN}
z+YigWaUT_}{h&b(<5$KD+Yb0t_kwz;fg!N!TajSbWqZyvJO5*o`a!Tf6(If<=LM0<
znaBvDi`*MUyDb6$SV2{ll=Ko>B6*3Ah}0MdvA5#-JX9BlKMj^AqF%!aaF+904r{Gf
zPv!of<p#Xkvd*hEC7_HkRoLVSD<kT4I1HZ8*LCli`b)#%$=EW`M;W~!D$Qu|wNf4y
zbp{h=o_8-ZI)1eH^!;+1bAXTdUEyDDGA>q{(^w<<FK66;T0YLol5%kZpO{R4J*e5z
zIEQuRRd|_#CkaH;FxHiF`{d=(FRk@plJjbk2gjx0eLL5H+#?6L9gmKEX`K|iggCFN
zBzTews;~=$2{%k1&-%@B7ftUQeRP^Nw55W}<&LfMXxsRCPT)t*e&h&H9LVpoX;zWd
z)83cAy6r!11cU--PjK84j>ik$OXP8aML5273-BP>uaL`waTs-UGdh>lNTSBKE^??m
zj0(p8_i#JlN6GD7yY;1`c!4`VO_j4yu|Z|KN`kJ4NcsDWA2=GaD+3W-WptvW@Pbr$
z?!%-pfm8MAg+WFOOS7WnX9p>%NfKLkCLh1b*&T8xj52W`Mg~MCXRS?QJTB!R)`tK$
zJ!O1jy0#b||HIFVUHh}wEq()I=nXfU&?QfMx!elYzAs2>Rl^a_KS39M4s7{shZj^(
z)2ItnH!M0qwp!I|=_$i7M`v=w)NJGS(#$oWZM*S_Vh5Qaw2rdxfl2OGf`fDS+fmQn
zdJZr*D-a$0?SEiWls-w(KSsfLPmW_+5JQ-kLMYI7>p2-#(_sl1e>~M$QTi2b{W7lJ
zIvN&|X(mUpTzi#e)PMSA!@ooNOzNiE7T1DU!a=ZhNT$$@-RJM2-B0Nm`L{&5eHAJK
zYriktUsfDObh#x$3y$&!+cS)hR~xxLc$#BCesv3YtTy-=t>2vBFJmt|p>V@buU=sr
z_r*5@rGLg^-njc@8-#6s|IC4)kJ7t0;HOZ#5m$^JCvdp3OC=tvh5l@J%jG`Md+%v^
z>X2|O*_6Pn{0K;!{c7;CqV&{hsX;(U=sVyW$RX#Q|Nbsk?yvN81cwbO_o~jn(|QKe
zR;5&+<by|yUazsk6=L*C1}ZmBMLR|I+S{qTw_Y=4=l*nNN4t&u>2~Ck>zSKSD66b<
zQuWD#x^rVCoC=pF1(_4fP8_H{@JXugfSW`RY-wxJ96xSNCz?7+RV<X(N*mn);5Zsu
zmo&d7Xyxw<&wv&pk68fxa}MR~1phtuSoSn0U-jeFLo=nyw;uoZ<fzdduhRgK*YIy6
z38!aqOE3+2oKZPbtG4a$h@#pnym@?JMc;F<JG<9KdxN-Wcus~d6L7JwQ8N*Wj3$ch
zae8!GRB1<12(eK>t2V<;UZUBSbrkib(c18V-bB;C2CO#X!f7=5w$b}#$h|)8_jV!|
zqN$043Mg6S$=G*a4YDOQwnNignkbBzz#0;cI$pdNrJP>VdCobUZ#hCFs!w_H@56rZ
zf;h~XWQ!vNXI1tc*6LO36+3gHl~3-cbYQ~QS6Mzj{IsnTo3f{^Gj)Iwx4162=i?Z<
zqZN6Ql1e4C9)delJGS&&qk<+lw~Cf0-x6wFaAMS~2H&Z7X<`^;oI`45KPE5sY=NuV
zD(aPVY)fxjjLBK6^g5bH9j9zsSMP@&QkkGJ<#mfXtT&HDpM6{ZGu_oF0xQk$QxKDg
zLqM36DHpY#U^4c!RWMPHE6mf^e|<}<uJToUzcNc1g1G1k`S9k>)XZL?PRf=!@6Fdv
z7e=Jf>MR#mnJBViNsSZe=M;+Ht4Gm2ALD{3n=a8lr)c8@)Kf<8y6Xu9oLoeFF?+(C
zpFmF*cF0ShZIwO5kQ!Rv3bDpE0)d&;f09wel)rf-B`N?(T)pD%lmk1V_d9qiZ&m*_
zMX4d&VL51feWCY=c@+6uttqbjwwD~`?QmRSI!%*NV}YZf+DesK-MI|6xkO#aU%tF-
zbEdN+G5ybVqH+W&YkQrf7k!!9L1l})AF!WEX<!M9o5Ls$PT;93D^;i!U)0HngtjR3
zn-UIQ^Ovek)zE`Vw0Ia}torp%hx=PIOS=wETrX%wFCWj~6>p@MEJk4FgGUT4FN*Cx
z{*rnV8#K+iHK|l<<2aE2Y0nPzlW~-!+k)L%#~`-tN!J={Wl`Pe(|&cx0rf`a#Bw`@
z1TB%mR0X^V#)Fs9sBinXw!}>t1#E4KV5?*G?|p0b4{{;aLL#-3`dvPg5}78g2nQ9L
z9XF%+iRtXlbD3shLy+a{?fP^W=wgsn2D~)`1XxNF!RCkT1-RD**%jD~p_T*-*+U*k
zR+iBvnw1mLxzXgl#_)u2xYw!C9_n5Nkq*pCK=SsAmgm{Du*ajwRBTxC+y33je_g7u
zw#C`6g1DCBmKPaC!p<CMx-&I>pxpE*0heUm3SE4+lFwtr?fTq7>tByM+vd=$i%kq7
zx@6FfeaM^q(s5Ji1;X?gni@@O_|=SDgn%mLkFE~b!{=HqQ1%ZgovvD&8BzHXz65PK
zk`iQ$M$e`P79P1o+m(Vhp-UxmMWU$MWfPXW_enJa%D#+qqeQXb`@1K7i4)rqVJ>T5
z5NNq;HscAS#)iPF3QV}_i#?&FLx9=!a^>=Uz}DOEzf4&;y^+jqU{;`w&|IEgI&C|Z
zkixvioz!y7ECY9T<VjOn*%s@U8l6eocGp+=%Lq;6MYPj_LU95WDDqT2TN>7$NKB9u
z9f%W+<lo(TaD_$Pkd-0MULUF=HU9G<e!D89?$p?5B)+m5HSeMNt#UvGGgtm%P+H$`
zIm)SV^@lIT!=%PinwK6l@6_0ok*?`NOvh%*h9gJ}cEvz_LS1b_Qds@FTuc_)iYK<x
z%t3q=#ENHlC;fM2JGWJrVt4l#2{80y*8W9#kklVmgQndnlCzhEHClOSWMjQla!T3|
z^Cp<YkLEYS^Cmg3#j;b$DLgDGV<HQ!Dm!fmu>mVh=5H#RV#`B!mRICd%<IzcZhM#F
z4HszZ5b_qOFW{8%c@v6Q|L(dL9(uvOV-m>jlp<;@CSrYa*3sws`~&=Zw0;6XU*l~k
z*`p1lOg&vLC}jkxL_v{i50;5GZw>&nPato)uX<jp#Q4^>wzd-&Fq%Xd@Xw&lP=P?W
zh3Ndn*DV#IlT~i4@cjky!5E{4TaZG>@~AKaUL;%}Jo3UU{<_iybIRuU>z!r`==C@w
zY=vBTJ5mWv+qP;-X&NeG{8SoJYlD+0dnt&IXlRCf{m{RZ)%8C19mA7%&6p)RIqb0B
zFOjEvj}^Z_DifPxi0Nsx`}jZ~{_|5UOslus3(@7Wdre|>Ra}lW^yFO`8IzmKq$Q3u
zYP9A(bunWyb@}}#=*ffMbA&?;7w+2Yqvuc^>9qEgL~6V_Cl*|C`+oZft7p6`tel5{
zSGT<_;JV<Hu>3`5X!<s-IyaEq&4KsBW^D~VR-eM^WDz>e%EPp#22V)lv3!Gb2IsHy
zhzUg#arNG*L301_sKK}VU1#qLD>jOQof<d6aWKz(#-2W`=t7YhUkIK3pb;LthODIq
zxNKpO8uR9OwKRVFhc8zvFng#fsE9v*_lf(}n&r(Lbdb++f26hjoDF9&V`TlppwPKn
zZ&n@l_xOt~Jw`lX-@7Ho&ePsaoA2dMV!nEo43=M_kFV?)x0*aQzJL!bpotC<?KB}X
zV&hF{y2B>!`zbrm;B*7eB@xtnD5C?zlrfcibBHTrh|3HQxrcm(rgi!6R2L_cyAWT-
zH`As{nc)o!AN`4uYp1rr^-3|wn$<a-*o~Z5`e$&2T+r}qo$^>IH=(mGvMb`b1Fm?V
zuc{q0aG>iS_%`f7YAk11cO_yeb8Uv?uou8x911=5&8}-=c1PcS@q?+Jh?T8#*GDa^
z)nTb@A12Lw<{RZbowh09SIQ>gU@k)wip?$f2cQS<Jt<fC=em*5;dtBw<E9A0cfZ&;
z;tkhn;p=0T4f91J>S&UL8%5PWHWC~<w^&cxwz7HyE-8<ZHNQ}pN(GZx^V%;qlCLj~
zZr^vMuH^~lxW{sSC`lfpO2u5Vp1+enj2DE^xow5JyK^3vn9uB^+x9CrxktI8bASd?
zmHlqc_f-At#w^Ms>$m2et>NWrW@gY77z42l>_qCO@9l!%kzti7a}HIi#UD9N^6;H-
zA>L5-y~Y@%jI4qpS2->363#1a;x5yD?ws>0*~50pgRgEyNO-|-{1bG|(P_Af`czSx
zW<q)ChOJv+=g78S^Z~jk!so=jngeM6J6;^=YWniub3LM=zc&-~&3IEhUBVxBx%+(m
zr<CdO%i%WOyvjP<9LkT)j#RyGUC+I;MJQwBF*NL${p!%sSAXote)I`EK#aa>KJ&n+
zZp0A&f`Aq67YFzIE=zF#tYQSQQC>F~%~l&y4JzqN!Kk2=ld=mZsK^)PGv)WvXlb~>
zi!=>==;HpN3VwEyla#F*D{IfaBs3#$e3xEtK(@pMYV$F4?sB(cuh!@z6iM}@)vq1}
yoTd4dY@3v&i61aE`u`1ZKh8N1%x3qZB@R~FtDKbd;#Q)-kL<LUSiUph-2VY+oQ{_O

literal 0
HcmV?d00001

diff --git a/docs/build/html/_images/test_coverage.svg b/docs/build/html/_images/test_coverage.svg
index dfb99a19b..91a5e773d 100644
--- a/docs/build/html/_images/test_coverage.svg
+++ b/docs/build/html/_images/test_coverage.svg
@@ -15,7 +15,7 @@
     <g fill="#fff" text-anchor="middle" font-family="DejaVu Sans,Verdana,Geneva,sans-serif" font-size="11">
         <text x="31.5" y="15" fill="#010101" fill-opacity=".3">coverage</text>
         <text x="31.5" y="14">coverage</text>
-        <text x="80" y="15" fill="#010101" fill-opacity=".3">67%</text>
-        <text x="80" y="14">67%</text>
+        <text x="80" y="15" fill="#010101" fill-opacity=".3">68%</text>
+        <text x="80" y="14">68%</text>
     </g>
 </svg>
diff --git a/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html b/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
index dfaddbe93..e0dd382de 100644
--- a/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
@@ -634,9 +634,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/distribution_functions.html b/docs/build/html/_modules/binarycpython/utils/distribution_functions.html
index 5aa84c3c3..aef4cc350 100644
--- a/docs/build/html/_modules/binarycpython/utils/distribution_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/distribution_functions.html
@@ -2596,9 +2596,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/functions.html b/docs/build/html/_modules/binarycpython/utils/functions.html
index 89efb0dbb..73fe01389 100644
--- a/docs/build/html/_modules/binarycpython/utils/functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/functions.html
@@ -164,7 +164,6 @@
 <span class="sd">&quot;&quot;&quot;</span>
 
 
-
 <span class="kn">import</span> <span class="nn">bz2</span>
 <span class="kn">import</span> <span class="nn">collections</span>
 <span class="kn">from</span> <span class="nn">colorama</span> <span class="k">import</span> <span class="n">Fore</span><span class="p">,</span> <span class="n">Back</span><span class="p">,</span> <span class="n">Style</span>
@@ -200,11 +199,7 @@
 <span class="kn">import</span> <span class="nn">binarycpython.utils.moe_di_stefano_2017_data</span> <span class="k">as</span> <span class="nn">moe_di_stefano_2017_data</span>
 
 <span class="kn">from</span> <span class="nn">binarycpython</span> <span class="k">import</span> <span class="n">_binary_c_bindings</span>
-<span class="kn">from</span> <span class="nn">binarycpython.utils.dicts</span> <span class="k">import</span> <span class="p">(</span>
-    <span class="n">filter_dict</span><span class="p">,</span>
-    <span class="n">filter_dict_through_values</span>
-<span class="p">)</span>
-
+<span class="kn">from</span> <span class="nn">binarycpython.utils.dicts</span> <span class="k">import</span> <span class="n">filter_dict</span><span class="p">,</span> <span class="n">filter_dict_through_values</span>
 
 
 <span class="c1">########################################################</span>
@@ -1680,9 +1675,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/grid.html b/docs/build/html/_modules/binarycpython/utils/grid.html
index a12aa22a5..7d3663c1b 100644
--- a/docs/build/html/_modules/binarycpython/utils/grid.html
+++ b/docs/build/html/_modules/binarycpython/utils/grid.html
@@ -201,7 +201,7 @@
 <span class="kn">from</span> <span class="nn">collections</span> <span class="k">import</span> <span class="p">(</span>
     <span class="n">OrderedDict</span><span class="p">,</span>
 <span class="p">)</span>
-<span class="kn">from</span> <span class="nn">collections.abc</span> <span class="k">import</span> <span class="n">Iterable</span>   <span class="c1"># drop `.abc` with Python 2.7 or lower</span>
+<span class="kn">from</span> <span class="nn">collections.abc</span> <span class="k">import</span> <span class="n">Iterable</span>  <span class="c1"># drop `.abc` with Python 2.7 or lower</span>
 
 <span class="kn">import</span> <span class="nn">setproctitle</span>
 <span class="kn">import</span> <span class="nn">py_rinterpolate</span>
@@ -1358,13 +1358,15 @@
         <span class="c1"># Setup of the generator</span>
         <span class="c1"># Check again if we use custom generator or not:</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;evolution_type&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="s2">&quot;custom_generator&quot;</span><span class="p">:</span>
-            <span class="n">generator</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s1">&#39;custom_generator&#39;</span><span class="p">]</span>
+            <span class="n">generator</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;custom_generator&quot;</span><span class="p">]</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_generate_grid_code</span><span class="p">(</span><span class="n">dry_run</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 
             <span class="bp">self</span><span class="o">.</span><span class="n">_load_grid_function</span><span class="p">()</span>
 
-            <span class="n">generator</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;_system_generator&quot;</span><span class="p">](</span><span class="bp">self</span><span class="p">,</span> <span class="n">print_results</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+            <span class="n">generator</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;_system_generator&quot;</span><span class="p">](</span>
+                <span class="bp">self</span><span class="p">,</span> <span class="n">print_results</span><span class="o">=</span><span class="kc">False</span>
+            <span class="p">)</span>
 
         <span class="c1"># TODO: build in method to handle with the HPC.</span>
         <span class="c1"># Continuously fill the queue</span>
@@ -1812,7 +1814,7 @@
 
                 <span class="c1"># Check option to ignore 0 probability systems</span>
                 <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;run_zero_probability_system&quot;</span><span class="p">]:</span>
-                    <span class="k">if</span> <span class="n">full_system_dict</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;probability&#39;</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="n">full_system_dict</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;probability&quot;</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
                         <span class="n">run_system</span> <span class="o">=</span> <span class="kc">False</span>
                         <span class="n">zero_prob_stars_skipped</span> <span class="o">+=</span> <span class="mi">1</span>
 
@@ -1930,7 +1932,7 @@
                     <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;verbosity&quot;</span><span class="p">],</span>
                     <span class="mi">1</span><span class="p">,</span>
                 <span class="p">)</span>
-                
+
                 <span class="n">ensemble_output</span> <span class="o">=</span> <span class="n">extract_ensemble_json_from_string</span><span class="p">(</span><span class="n">ensemble_raw_output</span><span class="p">)</span>
 
                 <span class="n">ensemble_output</span> <span class="o">=</span> <span class="n">extract_ensemble_json_from_string</span><span class="p">(</span><span class="n">ensemble_raw_output</span><span class="p">)</span>
@@ -2265,8 +2267,12 @@
 
         <span class="c1"># user-provided custom generator</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;evolution_type&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="s2">&quot;custom_generator&quot;</span><span class="p">:</span>
-            <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s1">&#39;custom_generator&#39;</span><span class="p">],</span> <span class="n">Iterable</span><span class="p">):</span>
-                <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Error. provided no or wrong custom value for the system generator (custom_generator: </span><span class="si">{}</span><span class="s2">)&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s1">&#39;custom_generator&#39;</span><span class="p">]))</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;custom_generator&quot;</span><span class="p">],</span> <span class="n">Iterable</span><span class="p">):</span>
+                <span class="nb">print</span><span class="p">(</span>
+                    <span class="s2">&quot;Error. provided no or wrong custom value for the system generator (custom_generator: </span><span class="si">{}</span><span class="s2">)&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;custom_generator&quot;</span><span class="p">]</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
                 <span class="k">raise</span> <span class="ne">ValueError</span>
 
             <span class="c1"># NOTE: In the part above i apparently have moved the load grid function call to another part. Now i wonder if that was useful, because it would be best if that is handled in this function</span>
@@ -4878,7 +4884,7 @@
 <span class="sd">        Makes use of the self.bse_options[&#39;multiplicity&#39;] value. If its not set, it will raise an error</span>
 
 <span class="sd">        grid_options[&#39;multiplicity_fraction_function&#39;] will be checked for the choice</span>
-<span class="sd">    </span>
+
 <span class="sd">        TODO: add option to put a manual binary fraction in here (solve via negative numbers being the functions)</span>
 <span class="sd">        &quot;&quot;&quot;</span>
 
@@ -4977,7 +4983,9 @@
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
 
         <span class="c1"># To make sure we normalize the dictionary</span>
-        <span class="n">multiplicity_fraction_dict</span> <span class="o">=</span> <span class="n">normalize_dict</span><span class="p">(</span><span class="n">multiplicity_fraction_dict</span><span class="p">,</span> <span class="n">verbosity</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;verbosity&quot;</span><span class="p">])</span>
+        <span class="n">multiplicity_fraction_dict</span> <span class="o">=</span> <span class="n">normalize_dict</span><span class="p">(</span>
+            <span class="n">multiplicity_fraction_dict</span><span class="p">,</span> <span class="n">verbosity</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;verbosity&quot;</span><span class="p">]</span>
+        <span class="p">)</span>
 
         <span class="n">verbose_print</span><span class="p">(</span>
             <span class="s2">&quot;Multiplicity: </span><span class="si">{}</span><span class="s2"> multiplicity_fraction: </span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
@@ -5136,9 +5144,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/grid_options_defaults.html b/docs/build/html/_modules/binarycpython/utils/grid_options_defaults.html
index d88456733..2ac73ab6a 100644
--- a/docs/build/html/_modules/binarycpython/utils/grid_options_defaults.html
+++ b/docs/build/html/_modules/binarycpython/utils/grid_options_defaults.html
@@ -197,9 +197,9 @@
     <span class="s2">&quot;max_queue_size&quot;</span><span class="p">:</span> <span class="mi">1000</span><span class="p">,</span>  <span class="c1"># Maximum size of the system call queue.</span>
     <span class="s2">&quot;run_zero_probability_system&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>  <span class="c1"># Whether to run the zero probability systems</span>
     <span class="s2">&quot;_zero_prob_stars_skipped&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
-    <span class="s2">&quot;ensemble_factor_in_probability_weighted_mass&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span> <span class="c1"># Whether to multiply the ensemble results by 1/probability_weighted_mass</span>
-    <span class="s2">&quot;do_dry_run&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="c1"># Whether to do a dry run to calculate the total probability for this run</span>
-    <span class="s2">&quot;custom_generator&quot;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span> <span class="c1"># Place for the custom system generator</span>
+    <span class="s2">&quot;ensemble_factor_in_probability_weighted_mass&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>  <span class="c1"># Whether to multiply the ensemble results by 1/probability_weighted_mass</span>
+    <span class="s2">&quot;do_dry_run&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>  <span class="c1"># Whether to do a dry run to calculate the total probability for this run</span>
+    <span class="s2">&quot;custom_generator&quot;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>  <span class="c1"># Place for the custom system generator</span>
     <span class="s2">&quot;exit_after_dry_run&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>  <span class="c1"># Exit after dry run?</span>
     <span class="c1">##########################</span>
     <span class="c1"># Execution log:</span>
@@ -229,7 +229,7 @@
     <span class="s2">&quot;_loaded_Moe2017_data&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>  <span class="c1"># Holds flag whether the Moe and di Stefano (2017) data is loaded into memory</span>
     <span class="s2">&quot;_set_Moe2017_grid&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>  <span class="c1"># Whether the Moe and di Stefano (2017) grid has been loaded</span>
     <span class="s2">&quot;Moe2017_options&quot;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>  <span class="c1"># Holds the Moe and di Stefano (2017) options.</span>
-    <span class="s2">&quot;_Moe2017_JSON_data&quot;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span> <span class="c1"># Stores the data</span>
+    <span class="s2">&quot;_Moe2017_JSON_data&quot;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>  <span class="c1"># Stores the data</span>
     <span class="c1">##########################</span>
     <span class="c1"># Custom logging</span>
     <span class="c1">##########################</span>
@@ -255,7 +255,7 @@
     <span class="c1">## General</span>
     <span class="s2">&quot;evolution_type&quot;</span><span class="p">:</span> <span class="s2">&quot;grid&quot;</span><span class="p">,</span>  <span class="c1"># Flag for type of population evolution</span>
     <span class="s2">&quot;_evolution_type_options&quot;</span><span class="p">:</span> <span class="p">[</span>
-        <span class="s2">&quot;grid&quot;</span><span class="p">,</span> 
+        <span class="s2">&quot;grid&quot;</span><span class="p">,</span>
         <span class="s2">&quot;custom_generator&quot;</span><span class="p">,</span>
     <span class="p">],</span>  <span class="c1"># available choices for type of population evolution. # TODO: fill later with Monte Carlo, source file</span>
     <span class="s2">&quot;_system_generator&quot;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>  <span class="c1"># value that holds the function that generates the system</span>
@@ -659,7 +659,7 @@
     <span class="s2">&quot;m&amp;s_options&quot;</span><span class="p">:</span> <span class="s2">&quot;Internal variable that holds the Moe and di Stefano (2017) options. Don&#39;t write to this your self&quot;</span><span class="p">,</span>
     <span class="s2">&quot;_loaded_Moe2017_data&quot;</span><span class="p">:</span> <span class="s2">&quot;Internal variable storing whether the Moe and di Stefano (2017) data has been loaded into memory&quot;</span><span class="p">,</span>
     <span class="s2">&quot;do_dry_run&quot;</span><span class="p">:</span> <span class="s2">&quot;Whether to do a dry run to calculate the total probability for this run&quot;</span><span class="p">,</span>
-    <span class="s2">&quot;_Moe2017_JSON_data&quot;</span><span class="p">:</span> <span class="s2">&quot;Location to store the loaded Moe&amp;diStefano2017 dataset&quot;</span><span class="p">,</span> <span class="c1"># Stores the data</span>
+    <span class="s2">&quot;_Moe2017_JSON_data&quot;</span><span class="p">:</span> <span class="s2">&quot;Location to store the loaded Moe&amp;diStefano2017 dataset&quot;</span><span class="p">,</span>  <span class="c1"># Stores the data</span>
 <span class="p">}</span>
 
 <span class="c1">###</span>
@@ -1021,9 +1021,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/plot_functions.html b/docs/build/html/_modules/binarycpython/utils/plot_functions.html
index 8ecb06459..9a5841884 100644
--- a/docs/build/html/_modules/binarycpython/utils/plot_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/plot_functions.html
@@ -820,9 +820,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html b/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
index 9075c7b57..db1c5aa30 100644
--- a/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
+++ b/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
@@ -289,9 +289,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/spacing_functions.html b/docs/build/html/_modules/binarycpython/utils/spacing_functions.html
index d33ccf7ee..27e39b437 100644
--- a/docs/build/html/_modules/binarycpython/utils/spacing_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/spacing_functions.html
@@ -570,9 +570,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/useful_funcs.html b/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
index 4116eec32..dfb4d2bcd 100644
--- a/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
+++ b/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
@@ -555,9 +555,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/index.html b/docs/build/html/_modules/index.html
index 1123fe576..6ca1833da 100644
--- a/docs/build/html/_modules/index.html
+++ b/docs/build/html/_modules/index.html
@@ -178,9 +178,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/_sources/binary_c_parameters.rst.txt b/docs/build/html/_sources/binary_c_parameters.rst.txt
index 970cbf83f..500c35865 100644
--- a/docs/build/html/_sources/binary_c_parameters.rst.txt
+++ b/docs/build/html/_sources/binary_c_parameters.rst.txt
@@ -4,7 +4,7 @@ The following chapter contains all the parameters that the current version of bi
 
 
 This information was obtained by the following binary_c build:
-	**binary_c git branch**: branch_david	**binary_c git revision**: 5702:20211101:3715a4ab9	**Built on**: Nov  1 2021 13:50:56
+	**binary_c git branch**: HEAD	**binary_c git revision**: 5747:20211102:404ce27a0	**Built on**: Nov  2 2021 22:56:15
 
 
 Section: stars
@@ -473,25 +473,6 @@ Section: stars
 | **Default value**: 0
 | **Macros**: ['BH_HURLEY2002 = 0', 'BH_BELCZYNSKI = 1', 'BH_SPERA2015 = 2', 'BH_FRYER12_DELAYED = 3', 'BH_FRYER12_RAPID = 4', 'BH_FRYER12_STARTRACK = 5']
 
-| **Parameter**: PPISN_prescription
-| **Description**: (Pulsational) Pair-Instability Supernova prescription: Relates initial helium core mass of star to whether the star undergoes PPISN or PISN. Requires PPISN flag to be True (see binary_c_parameters.h). 0=no ppisn, 1=Farmer et al 2019. 2=Hendriks et al 21 (in prep), which is different fit based on the same data as Farmer et al 2019
-| **Parameter input type**: Integer
-| **Default value**: 1
-| **Macros**: ['PPISN_NONE = 0', 'PPISN_FARMER19 = 1', 'PPISN_NEW_FIT_21 = 2']
-| **Extra**: Ignore
-
-| **Parameter**: PPISN_additional_massloss
-| **Description**: (Pulsational) Pair-Instability Supernova additional massloss (on top of the result of the prescription). Value currently is not required to be positive
-| **Parameter input type**: Float
-| **Default value**: 0
-| **Extra**: Ignore
-
-| **Parameter**: use_LWN_fallback
-| **Description**: Flag whether to use the Nazehdin-Lovegrove-Woosley hydrogen envelope ejection at failed supernova.
-| **Parameter input type**: Integer
-| **Default value**: 1
-| **Extra**: Ignore
-
 | **Parameter**: sn_kick_distribution_II
 | **Description**: Set the distribution of speeds applied to kick type II core collapse supernova systems. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
 | **Parameter input type**: Integer
@@ -519,7 +500,7 @@ Section: stars
 | **Parameter**: sn_kick_distribution_GRB_COLLAPSAR
 | **Description**: Set the distribution of speeds applied to kick newly-born neutron stars and black holes after a type Ib/c core-collapse supernova which is also a collapsar. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
 | **Parameter input type**: Integer
-| **Default value**: 0
+| **Default value**: 1
 | **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
 
 | **Parameter**: sn_kick_distribution_TZ
@@ -558,24 +539,6 @@ Section: stars
 | **Default value**: 0
 | **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
 
-| **Parameter**: sn_kick_distribution_PPISN
-| **Description**: Set the distribution of speeds applied to PPISN supernovae. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Integer
-| **Default value**: 1
-| **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
-
-| **Parameter**: sn_kick_distribution_PISN
-| **Description**: Set the distribution of speeds applied to PISN supernovae. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Integer
-| **Default value**: 0
-| **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
-
-| **Parameter**: sn_kick_distribution_PHDIS
-| **Description**: Set the distribution of speeds applied to PHDIS supernovae. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Integer
-| **Default value**: 0
-| **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
-
 | **Parameter**: sn_kick_dispersion_II
 | **Description**: Set the dispersion of speeds applied to kick type II core collapse supernova systems. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
 | **Parameter input type**: Float
@@ -599,7 +562,7 @@ Section: stars
 | **Parameter**: sn_kick_dispersion_GRB_COLLAPSAR
 | **Description**: Set the dispersion of speeds applied to kick newly-born neutron stars and black holes after a type Ib/c core-collapse supernova which is also a collapsar. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
 | **Parameter input type**: Float
-| **Default value**: 0
+| **Default value**: 190
 
 | **Parameter**: sn_kick_dispersion_TZ
 | **Description**: Set the dispersion of speeds applied to kick newly-born neutron stars and black holes at the death of a Thorne-Zytkow object. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
@@ -631,21 +594,6 @@ Section: stars
 | **Parameter input type**: Float
 | **Default value**: 0
 
-| **Parameter**: sn_kick_dispersion_PPISN
-| **Description**: Set the dispersion of speeds applied to the survivor of a PPISN supernova. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Float
-| **Default value**: 190
-
-| **Parameter**: sn_kick_dispersion_PISN
-| **Description**: Set the dispersion of speeds applied to the survivor of a PISN supernova. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Float
-| **Default value**: 0
-
-| **Parameter**: sn_kick_dispersion_PHDIS
-| **Description**: Set the dispersion of speeds applied to the survivor of a PHDIS supernova. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Float
-| **Default value**: 0
-
 | **Parameter**: sn_kick_companion_IA_He
 | **Description**: Set the speed (if >=0) of, or the algothim (if <0) used to calculate the, kick on the companion when a Ia He supernova occurs. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.
 | **Parameter input type**: Float
@@ -766,24 +714,6 @@ Section: stars
 | **Default value**: 0
 | **Macros**: ['SN_IMPULSE_NONE = 0', 'SN_IMPULSE_LIU2015 = 1', 'SN_IMPULSE_WHEELER1975 = 2']
 
-| **Parameter**: sn_kick_companion_PPISN
-| **Description**: Set the speed (if >=0) of, or the algothim (if <0) used to calculate the kick on the companion, if it survives, in a PPISN supernova. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.
-| **Parameter input type**: Float
-| **Default value**: 0
-| **Macros**: ['SN_IMPULSE_NONE = 0', 'SN_IMPULSE_LIU2015 = 1', 'SN_IMPULSE_WHEELER1975 = 2']
-
-| **Parameter**: sn_kick_companion_PISN
-| **Description**: Set the speed (if >=0) of, or the algothim (if <0) used to calculate the kick on the companion, if it survives, in a PISN supernova. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.
-| **Parameter input type**: Float
-| **Default value**: 0
-| **Macros**: ['SN_IMPULSE_NONE = 0', 'SN_IMPULSE_LIU2015 = 1', 'SN_IMPULSE_WHEELER1975 = 2']
-
-| **Parameter**: sn_kick_companion_PHDIS
-| **Description**: Set the speed (if >=0) of, or the algothim (if <0) used to calculate the kick on the companion, if it survives, in a PHDIS supernova. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.
-| **Parameter input type**: Float
-| **Default value**: 0
-| **Macros**: ['SN_IMPULSE_NONE = 0', 'SN_IMPULSE_LIU2015 = 1', 'SN_IMPULSE_WHEELER1975 = 2']
-
 | **Parameter**: wd_sigma
 | **Description**: Set the speed at which white dwarfs are kicked when they form, in km/s. Default is zero (i.e. no kick). Requires WD_KICKS.
 | **Parameter input type**: Float
@@ -844,22 +774,22 @@ Section: stars
 | **Parameter**: delta_mcmin
 | **Description**: A parameter to reduce the minimum core mass for third dredge up to occur on the TPAGB. As used by Izzard and Tout (2004) to increase the amount of dredge up, hence carbon, in Magellanic cloud stars.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0
 
 | **Parameter**: lambda_min
 | **Description**: A parameter to increase the efficiency of third dredge up on the TPAGB. The efficiency is lambda * lambda_mult, and setting lambda_min>0 implies that, once Mc>Mcmin (see delta_mcmin) lambda=Max(lambda(fit to Karakas), lambda_min). As used by Izzard and Tout (2004) to increase the amount of dredge up, hence carbon, in Magellanic cloud stars. See also lambda_multiplier.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0
 
 | **Parameter**: lambda_multiplier
 | **Description**: A parameter to increase the efficiency of third dredge up on the TPAGB. The efficiency is lambda * lambda_mult, and setting lambda_min>0 implies that, once Mc>Mcmin (see delta_mcmin) lambda=Max(lambda(fit to Karakas), lambda_min). As used by Izzard and Tout (2004) to increase the amount of dredge up, hence carbon, in Magellanic cloud stars.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: minimum_envelope_mass_for_third_dredgeup
 | **Description**: The minimum envelope mass for third dredge up on the TPAGB. Early, solar metallicity models by Straniero et al suggested 0.5Msun is typical. However, circumstantial evidence (Izzard et al 2009) as well as newer models by Stancliffe and Karakas suggest that at low metallicity a value nearer zero is more appropriate.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0.5
 
 | **Parameter**: mass_of_pmz
 | **Description**: The mass in the partial mixing zone of a TPAGB star, using the Karakas 2012 tables. Ask Carlo Abate for more details, or see the series of papers Abate et al 2012, 2013, 2014. Requires NUCSYN and USE_TABULAR_INTERSHELL_ABUNDANCES_KARAKAS_2012.
@@ -869,12 +799,12 @@ Section: stars
 | **Parameter**: c13_eff
 | **Description**: The "efficiency" of partial mixing in a TPAGB star intershell region, when using the s-process tables of Gallino, Busso, Lugaro et al. as provided by Maria Lugaro for the Izzard et al. 2009 paper. Requires NUCSYN and NUCSYN_S_PROCESS.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: mc13_pocket_multiplier
 | **Description**: Multiplies the mass in the partial mixing zone of a TPAGB star, when using the s-process tables of Gallino, Busso, Lugaro et al. as provided by Maria Lugaro for the Izzard et al. 2009 paper. Requires NUCSYN and NUCSYN_S_PROCESS.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: tides_convective_damping
 | **Description**: Tidal convective damping algorithm. 0=TIDES_HURLEY2002 Zahn 197x timescales + Hut, as in Hurley et al (2002), 1 = TIDES_ZAHN1989: Zahn 1989 lambdas + Hut.
@@ -896,7 +826,7 @@ Section: stars
 | **Parameter**: hbbtfac
 | **Description**: A parameter to modulate the temperature at the base of the hot-bottom burning zone in TPAGB stars. (Works only if NUCSYN is defined)
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: wind_multiplier_%d
 | **Description**: Wind multiplier for the stellar type specified by the intger %d. By default these are all 1.0.
@@ -968,7 +898,7 @@ Section: stars
 | **Parameter**: MINT_metallicity
 | **Description**: This sets the metallicity for MINT. It is ignored if set to -1.0, the default, in which case the normal metallicity parameter is used.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: -1
 
 | **Parameter**: gaia_Teff_binwidth
 | **Description**: log10(Effective temperature) bin width used to make Gaia-like HRDs
@@ -995,25 +925,25 @@ Section: stars
 | **Parameter**: AGB_core_algorithm
 | **Description**: Algorithm to use for calculating AGB core masses. 0=Hurley et al. 2002 if no NUCSYN, Karakas 2002 if NUCSYN is defined; 1=Hurley et al. 2002 (overshooting models); 1=Karakas 2002 (non-overshooting models).
 | **Parameter input type**: Integer
-| **Default value**: 1
+| **Default value**: 2
 | **Macros**: ['AGB_CORE_ALGORITHM_DEFAULT = 0', 'AGB_CORE_ALGORITHM_HURLEY = 1', 'AGB_CORE_ALGORITHM_KARAKAS = 2']
 
 | **Parameter**: AGB_radius_algorithm
 | **Description**: Algorithm to use for calculating radii on the TPAGB.
 | **Parameter input type**: Integer
-| **Default value**: 1
+| **Default value**: 2
 | **Macros**: ['AGB_RADIUS_ALGORITHM_DEFAULT = 0', 'AGB_RADIUS_ALGORITHM_HURLEY = 1', 'AGB_RADIUS_ALGORITHM_KARAKAS = 2']
 
 | **Parameter**: AGB_luminosity_algorithm
 | **Description**: Algorithm to use for calculating luminosities on the TPAGB.
 | **Parameter input type**: Integer
-| **Default value**: 1
+| **Default value**: 2
 | **Macros**: ['AGB_LUMINOSITY_ALGORITHM_DEFAULT = 0', 'AGB_LUMINOSITY_ALGORITHM_HURLEY = 1', 'AGB_LUMINOSITY_ALGORITHM_KARAKAS = 2']
 
 | **Parameter**: AGB_3dup_algorithm
 | **Description**: Algorithm to use for calculating third dredge up efficiency on the TPAGB.
 | **Parameter input type**: Integer
-| **Default value**: 1
+| **Default value**: 2
 | **Macros**: ['AGB_THIRD_DREDGE_UP_ALGORITHM_DEFAULT = 0', 'AGB_THIRD_DREDGE_UP_ALGORITHM_HURLEY = 1', 'AGB_THIRD_DREDGE_UP_ALGORITHM_KARAKAS = 2', 'AGB_THIRD_DREDGE_UP_ALGORITHM_STANCLIFFE = 3']
 
 | **Parameter**: overspin_algorithm
@@ -1153,6 +1083,21 @@ Section: stars
 | **Parameter input type**: True|False
 | **Default value**: False
 
+| **Parameter**: degenerate_core_merger_nucsyn
+| **Description**: If TRUE, assume that in a degnerate core merger, energy is generated from nucleosynthesis of the whole core, and that this can disrupt the core. The BSE algorithm (Hurley et al. 2002) assumes this to be TRUE, but binary_c assumes FALSE by default. (FALSE)
+| **Parameter input type**: True|False
+| **Default value**: False
+
+| **Parameter**: degenerate_core_helium_merger_ignition
+| **Description**: If TRUE, assume that when there is a degenerate helium core merger, the star reignites helium. This is required to make R-type carbon stars. (TRUE)
+| **Parameter input type**: True|False
+| **Default value**: True
+
+| **Parameter**: degenerate_core_merger_dredgeup_fraction
+| **Description**: If non-zero, mix this fraction of the degenerate core during a merger.(0.0).
+| **Parameter input type**: Float
+| **Default value**: 0
+
 Section: binary
 ---------------
 
@@ -1325,7 +1270,7 @@ Section: binary
 | **Parameter**: post_ce_objects_have_envelopes
 | **Description**: If TRUE then post-common-envelope objects have thin envelopes. You need this if you are to have post-CE post-AGB stars. Note that this *may* be unstable, i.e. you may end up having many CEEs. The mass in the envelope is controlled by post_ce_adaptive_menv. TRUE by default.
 | **Parameter input type**: True|False
-| **Default value**: True
+| **Default value**: False
 
 | **Parameter**: PN_comenv_transition_time
 | **Description**: post-common envelope transition time in years (1e2).  This is the time taken to move from CEE ejection to Teff > 30e4 K. Hall et al. (2013) suggest ~100 years.
@@ -1495,18 +1440,20 @@ Section: binary
 | **Parameter**: type_Ia_MCh_supernova_algorithm
 | **Description**: Algorithm to be used when calculating type Ia yields from Chandrasekhar-mass exploders. 0 = DD7 (Iwamoto 1999), 1 = Seitenzahl 2013 3D hydro yields (you must also set Seitenzahl2013_model) 
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 0
+| **Macros**: ['TYPE_IA_MCH_SUPERNOVA_ALGORITHM_DD2 = 0', 'TYPE_IA_MCH_SUPERNOVA_ALGORITHM_SEITENZAHL2013 = 1', 'TYPE_IA_MCH_SUPERNOVA_ALGORITHM_SEITENZAHL2013_AUTOMATIC = 2']
 
 | **Parameter**: Seitenzahl2013_model
 | **Description**: Which of Seitenzahl et al. 2013's models to use? One of N1,N3,N5,N10,N20,N40,N100L,N100,N100H,N150,N200,N300C,N1600,N1600C,N100_Z0.5,N100_Z0.1,N100_Z0.01 (defaults to N100).
 | **Parameter input type**: String
-| **Default value**: NULL
+| **Default value**: N100
 | **Extra**: N1
 
 | **Parameter**: type_Ia_sub_MCh_supernova_algorithm
 | **Description**: Algorithm to be used when calculating type Ia yields from sub-Chandrasekhar-mass exploders. (Currently unused.)
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 0
+| **Macros**: ['TYPE_IA_SUB_MCH_SUPERNOVA_ALGORITHM_LIVNE_ARNETT_1995 = 0']
 
 | **Parameter**: max_HeWD_mass
 | **Description**: The maximum mass a HeWD can have before it ignites helium (0.7).
@@ -2147,7 +2094,7 @@ Section: nucsyn
 | **Parameter**: NeNaMgAl
 | **Description**: Enables NeNaMgAl reaction network. Requires NUCSYN and NUCSYN_HBB.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: True
 | **Extra**: Ignore
 
 | **Parameter**: nucsyn_network%d
@@ -2168,19 +2115,21 @@ Section: nucsyn
 | **Parameter**: nucsyn_metallicity
 | **Description**: This sets the metallicity of the nucleosynthesis algorithms, i.e. the amount (by mass) of matter which is not hydrogen or helium. Usually you'd just set this with the metallicity parameter, but if you want the nucleosynthesis to be outside the range of the stellar evolution algorithm (e.g. Z=0 or Z=0.04) then you need to use nucsyn_metallicity. That said, it's also outside the range of some of the nucleosynthesis algorithms as well, so you have been warned!
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: -1
 | **Macros**: ['DEFAULT_TO_METALLICITY = -1']
 
 | **Parameter**: nucsyn_solver
 | **Description**: Choose the solver used in nuclear burning. 0 = KAPS_RENTROP is a Kaps-Rentrop scheme (fast, not great for stiff problems), 1 = LSODA (Adams/BSF switcher), 2 = CVODE library (https://computing.llnl.gov/projects/sundials. Default 0. 
 | **Parameter input type**: Unsigned integer
-| **Default value**: NULL
+| **Default value**: 0
+| **Macros**: ['NUCSYN_SOLVER_KAPS_RENTROP = 0', 'NUCSYN_SOLVER_LSODA = 1', 'NUCSYN_SOLVER_CVODE = 2', 'NUCSYN_SOLVER_NUMBER = 3', 'NUCSYN_SOLVER_KAPS_RENTROP = 0', 'NUCSYN_SOLVER_LSODA = 1', 'NUCSYN_SOLVER_CVODE = 2', 'NUCSYN_SOLVER_NUMBER = 3']
 | **Extra**: 0
 
 | **Parameter**: initial_abundance_mix
 | **Description**: initial abundance mixture: 0=AG89, 1=Karakas 2002, 2=Lodders 2003, 3=Asplund 2005 (not available?), 4=Garcia Berro, 5=Grevesse Noels 1993
 | **Parameter input type**: Unsigned integer
-| **Default value**: NULL
+| **Default value**: 0
+| **Macros**: ['NUCSYN_INIT_ABUND_MIX_AG89 = 0', 'NUCSYN_INIT_ABUND_MIX_KARAKAS2002 = 1', 'NUCSYN_INIT_ABUND_MIX_LODDERS2003 = 2', 'NUCSYN_INIT_ABUND_MIX_ASPLUND2005 = 3', 'NUCSYN_INIT_ABUND_MIX_GARCIABERRO = 4', 'NUCSYN_INIT_ABUND_MIX_GREVESSE_NOELS_1993 = 5', 'NUCSYN_INIT_ABUND_MIX_ASPLUND2009 = 6', 'NUCSYN_INIT_ABUND_MIX_KOBAYASHI2011_ASPLUND2009 = 7', 'NUCSYN_INIT_ABUND_MIX_LODDERS2010 = 8']
 | **Extra**: 0
 
 | **Parameter**: init_abund
@@ -2204,37 +2153,38 @@ Section: nucsyn
 | **Parameter**: init_abunds_only
 | **Description**: If True, outputs only the initial abundances, then exits.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: initial_abunds_only
 | **Description**: If True, outputs only the initial abundances, then exits.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: no_thermohaline_mixing
 | **Description**: If True, disables thermohaline mixing.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: lithium_GB_post_Heflash
 | **Description**: Sets the lithium abundances after the helium flash. Requires NUCSYN and LITHIUM_TABLES.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0
 
 | **Parameter**: lithium_GB_post_1DUP
 | **Description**: Sets the lithium abundance after first dredge up. Requires NUCSYN and LITHIUM_TABLES.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0
 
 | **Parameter**: lithium_hbb_multiplier
 | **Description**: Multiplies the lithium abundances on the AGB during HBB (based on Karakas/Fishlock et al models).Requires NUCSYN and LITHIUM_TABLES.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: angelou_lithium_decay_function
 | **Description**: Functional form which describes Li7 decay. Requires NUCSYN and NUCSYN_ANGELOU_LITHIUM. Choices are: 0 expoential (see angelou_lithium_decay_time).
 | **Parameter input type**: Integer
 | **Default value**: NULL
+| **Macros**: ['ANGELOU_LITHIUM_DECAY_FUNCTION_EXPONENTIAL = 0']
 
 | **Parameter**: angelou_lithium_LMMS_time
 | **Description**: Time at which lithium manufacture is triggered in a low-mass (convective) main sequence (Myr). Requires NUCSYN and NUCSYN_ANGELOU_LITHIUM. Ignored if 0 (for the start, use 1e-6).
@@ -2354,16 +2304,10 @@ Section: nucsyn
 Section: output
 ---------------
 
-| **Parameter**: david_logging_function
-| **Description**: Function to choose which kind of information gets logged Requires DAVID. Choices are: 0= None, >0 for custom logging functions
-| **Parameter input type**: Integer
-| **Default value**: 0
-| **Extra**: Ignore
-
 | **Parameter**: cf_amanda_log
 | **Description**: Enable logging to compare to Amanda's models.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: float_overflow_checks
 | **Description**: Turn on to enable floating-point overflow checks at the end of each timestep, if they are available. 0=off, 1=warn (stderr) on failure, 2=exit on failure (0)
@@ -2403,7 +2347,7 @@ Section: output
 | **Parameter**: legacy_yields
 | **Description**: Turn on ensemble legacy yield output.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: ensemble_defer
 | **Description**: Defer ensemble output.
@@ -2443,27 +2387,27 @@ Section: output
 | **Parameter**: EMP_logg_maximum
 | **Description**: Maximum logg that EMP stars are allowed to have. See Izzard et al 2009. See also CEMP_cfe_minimum, NEMP_nfe_minimum, EMP_minimum_age.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 4
 
 | **Parameter**: EMP_minimum_age
 | **Description**: Minimum age that EMP stars are required to have. See Izzard et al 2009. See also CEMP_cfe_minimum, NEMP_nfe_minimum, EMP_logg_maximum.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 10
 
 | **Parameter**: EMP_feh_maximum
 | **Description**: Maximum [Fe/H] that an EMP stars may have. See Izzard et al 2009. See also CEMP_cfe_minimum, NEMP_nfe_minimum, EMP_logg_maximum, EMP_minimum_age. Default -2.0.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: -2
 
 | **Parameter**: CEMP_cfe_minimum
 | **Description**: Minimum [C/Fe] that CEMP stars are required to have. See Izzard et al 2009. See also NEMP_cfe_minimum, EMP_logg_maximum, EMP_minimum_age. Default 0.7.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0.7
 
 | **Parameter**: NEMP_cfe_minimum
 | **Description**: Minimum [N/Fe] that NEMP stars are required to have. See Izzard et al 2009, Pols et al. 2012. See also CEMP_cfe_minimum, EMP_logg_maximum, EMP_minimum_age. Default 1.0.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: thick_disc_start_age
 | **Description**: Lookback time for the start of the thick disc star formation, e.g. 13e3 Myr. Units = Myr.
@@ -2599,99 +2543,99 @@ Section: input
 | **Parameter**: MINT_dir
 | **Description**: Location of MINT algorithm data.
 | **Parameter input type**: String
-| **Default value**: NULL
+| **Default value**: 
 | **Extra**: 
 
 | **Parameter**: MINT_data_cleanup
 | **Description**: Activate checks on incoming data to try to account for problems. Will make data-loading slower, but may fix a few things.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 | **Extra**: 
 
 | **Parameter**: MINT_MS_rejuvenation
 | **Description**: Turn on or off (hydrogen) main-sequence rejuvenation.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: True
 | **Extra**: 
 
 | **Parameter**: MINT_remesh
 | **Description**: Turn on or off MINT's remeshing.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: True
 | **Extra**: 
 
 | **Parameter**: MINT_use_ZAMS_profiles
 | **Description**: Use chemical profiles at the ZAMS if MINT_use_ZAMS_profiles is TRUE, otherwise set homogeneous abundances. (Default is TRUE, so we use the profiles if they are available.)
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: True
 | **Extra**: 
 
 | **Parameter**: MINT_fallback_to_test_data
 | **Description**: If TRUE, use the MINT test_data directory as a fallback when data is unavailable. (FALSE)
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 | **Extra**: 
 
 | **Parameter**: MINT_disable_grid_load_warnings
 | **Description**: Use this to explicitly disable MINT's warnings when loading a grid with, e.g., missing or too much data.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 | **Extra**: 
 
 | **Parameter**: MINT_Kippenhahn
 | **Description**: Turn on or off MINT's Kippenhahn diagrams. If 0, off, if 1, output star 1 (index 0), if 2 output star 2 (index 1). Default 0.
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 0
 | **Extra**: 
 
 | **Parameter**: MINT_nshells
 | **Description**: Set the initial number of shells MINT uses in each star when doing nuclear burning. Note: remeshing can change this. If MINT_nshells is 0, shellular burning and other routines that require shells will not be available. (200)
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 200
 | **Extra**: 
 
 | **Parameter**: MINT_maximum_nshells
 | **Description**: Set the maximum number of shells MINT uses in each star when doing nuclear burning. Note that this will be limited to MINT_HARD_MAX_NSHELLS. (1000)
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 1000
 | **Extra**: 
 
 | **Parameter**: MINT_minimum_nshells
 | **Description**: Set the minimum number of shells MINT uses in each star when doing nuclear burning. Note that this will be greater than or equal to MINT_HARD_MIN_NSHELLS, which is 0 by default. (0)
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 10
 | **Extra**: 
 
 | **Parameter**: MINT_Kippenhahn_stellar_type
 | **Description**: Stellar type selector for Kippenhahn plots. Set to -1 to ignore, otherwise the stellar type number for which Kippenhahn plot data should be output.
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: -1
 | **Macros**: ['LOW_MASS_MS = 0', 'MS = 1', 'HG = 2', 'GIANT_BRANCH = 3', 'CHeB = 4', 'EAGB = 5', 'TPAGB = 6', 'HeMS = 7', 'HeHG = 8', 'HeGB = 9', 'HeWD = 10', 'COWD = 11', 'ONeWD = 12', 'NS = 13', 'BH = 14', 'MASSLESS_REMNANT = 15']
 | **Extra**: 
 
 | **Parameter**: MINT_Kippenhahn_companion_stellar_type
 | **Description**: Companion stellar type selector for Kippenhahn plots. Set to -1 to ignore, otherwise the stellar type number for the companion for which Kippenhahn plot data should be output.
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: -1
 | **Macros**: ['LOW_MASS_MS = 0', 'MS = 1', 'HG = 2', 'GIANT_BRANCH = 3', 'CHeB = 4', 'EAGB = 5', 'TPAGB = 6', 'HeMS = 7', 'HeHG = 8', 'HeGB = 9', 'HeWD = 10', 'COWD = 11', 'ONeWD = 12', 'NS = 13', 'BH = 14', 'MASSLESS_REMNANT = 15']
 | **Extra**: 
 
 | **Parameter**: MINT_nuclear_burning
 | **Description**: Turn on or off MINT's nuclear burning algorithm.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 | **Extra**: 
 
 | **Parameter**: MINT_minimum_shell_mass
 | **Description**: Minimum shell mass in MINT's nuclear burning routines.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1e-06
 | **Extra**: 
 
 | **Parameter**: MINT_maximum_shell_mass
 | **Description**: Maximum shell mass in MINT's nuclear burning routines. :
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0.1
 | **Extra**: 
 
 Section: i/o
diff --git a/docs/build/html/_sources/example_notebooks.rst.txt b/docs/build/html/_sources/example_notebooks.rst.txt
index 7a7ee6b22..c4e9e34c4 100644
--- a/docs/build/html/_sources/example_notebooks.rst.txt
+++ b/docs/build/html/_sources/example_notebooks.rst.txt
@@ -8,16 +8,16 @@ The order of the notebooks below is more or less the recommended order to read.
     :maxdepth: 2
     :caption: Contents:
     
-    notebook_individual_systems.ipynb
-    notebook_custom_logging.ipynb
-    notebook_population.ipynb
-    notebook_extra_features.ipynb
-    notebook_api_functionality.ipynb
+    examples/notebook_individual_systems.ipynb
+    examples/notebook_custom_logging.ipynb
+    examples/notebook_population.ipynb
+    examples/notebook_extra_features.ipynb
+    examples/notebook_api_functionality.ipynb
 
-    notebook_luminosity_function_single.ipynb
-    notebook_luminosity_function_binaries.ipynb
-    notebook_HRD.ipynb
-    notebook_common_envelope_evolution.ipynb
-    notebook_BHBH.ipynb
-    notebook_massive_remnants.ipynb
-    notebook_solar_system.ipynb
\ No newline at end of file
+    examples/notebook_luminosity_function_single.ipynb
+    examples/notebook_luminosity_function_binaries.ipynb
+    examples/notebook_HRD.ipynb
+    examples/notebook_common_envelope_evolution.ipynb
+    examples/notebook_BHBH.ipynb
+    examples/notebook_massive_remnants.ipynb
+    examples/notebook_solar_system.ipynb
diff --git a/docs/build/html/_sources/notebook_BHBH.ipynb.txt b/docs/build/html/_sources/examples/notebook_BHBH.ipynb.txt
similarity index 98%
rename from docs/build/html/_sources/notebook_BHBH.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_BHBH.ipynb.txt
index 80b707d95..4afd498b9 100644
--- a/docs/build/html/_sources/notebook_BHBH.ipynb.txt
+++ b/docs/build/html/_sources/examples/notebook_BHBH.ipynb.txt
@@ -5,27 +5,8 @@
    "id": "a544d28c-c2e1-4c6a-b55b-8caec440743f",
    "metadata": {},
    "source": [
-    "# Tutorial: Running individual systems with binary_c-python\n",
-    "This notebook will show you how to run single systems and analyze their results.\n",
-    "\n",
-    "It can be useful to have some functions to quickly run a single system to, for example, inspect what evolutionary steps a specific system goes through, to plot the mass loss evolution of a single system, etc. "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "dd5d9ec7-5791-45f1-afbd-225947e2a583",
-   "metadata": {
-    "tags": []
-   },
-   "source": [
-    "## Single system with run_system_wrapper\n",
-    "\n",
-    "The simplest method to run a single system is to use the run_system wrapper. This function deals with setting up the argument string, makes sure all the required parameters are included and handles setting and cleaning up the custom logging functionality (see notebook_custom_logging).\n",
-    "\n",
-    "As arguments to this function we can add any of the parameters that binary_c itself actually knows, as well as:\n",
-    "- custom_logging_code: string containing a Printf statement that binary_c can use to print information\n",
-    "- log_filename: path of the logfile that binary_c generates\n",
-    "- parse_function: function that handles parsing the output of binary-c"
+    "# Example use case: Binary black hole systems\n",
+    "TODO: introduce the notebook\n"
    ]
   },
   {
@@ -91,7 +72,13 @@
    "cell_type": "code",
    "execution_count": 3,
    "id": "029fc3f2-f09a-49af-a32b-248505738f2e",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -288,13 +275,7 @@
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=10.0399 Mc\"CO\"=7.43173 type=8) -> kick 1(190) vk=384.535 vr=0 omega=3.4205 phi=-0.103702 -> vn=384.535 ; final sep -102.908 ecc -1 (random count 5) - Runaway v=(-379.582,-106.329,10.8544) |v|=384.535 : companion v=(-5.13796e-51,-1.27569e-103,2.85406e-105), |v|=5.13796e-51 ; - , dm(exploder) = 0.454268, dm(companion) = 0\n",
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n"
      ]
     }
@@ -376,7 +357,13 @@
    "cell_type": "code",
    "execution_count": 5,
    "id": "8018ef52-093d-45ac-a00b-5fb721db3adb",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -558,13 +545,7 @@
       "System 58 has separation -140.9\n",
       "system 59 / 100\n",
       "{'time': 7.4046, 'M1': 5.851, 'M2': 5.873, 'K1': 14.0, 'K2': 14.0, 'separation': -2439.0}\n",
-      "System 59 has separation -2439.0\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "System 59 has separation -2439.0\n",
       "system 60 / 100\n",
       "{'time': 7.4046, 'M1': 5.851, 'M2': 5.873, 'K1': 14.0, 'K2': 14.0, 'separation': -235.82}\n",
       "System 60 has separation -235.82\n",
@@ -742,7 +723,13 @@
    "cell_type": "code",
    "execution_count": 6,
    "id": "3085ba82-430e-48f0-bca3-b19231e6109d",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -944,13 +931,7 @@
       "     7.4046    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     7.4046    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"SN\"\n",
       "     7.4146    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"END_SYMB\"\n",
-      " 15000.0000    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"MAX_TIME\"\n",
       "\n"
      ]
     }
@@ -1238,13 +1219,7 @@
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1369,13 +1344,7 @@
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"SN\"\n",
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.222   18.898 14  14        89.066     14.5 d  0.56   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.898 14  14        89.066     14.5 d  0.56   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1505,13 +1474,7 @@
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1594,13 +1557,7 @@
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1739,13 +1696,7 @@
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1813,13 +1764,7 @@
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1931,13 +1876,7 @@
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"SN\"\n",
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.942 14  14           122     23.2 d  0.82   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.942 14  14           122     23.2 d  0.82   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2016,13 +1955,7 @@
       "{'time': 6.1816, 'M1': 26.224, 'M2': 18.995, 'K1': 14.0, 'K2': 14.0, 'separation': -24.872}\n",
       "System 7 has separation -24.872\n",
       "system 8 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.648}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.648}\n",
       "System 8 has separation -33.648\n",
       "system 9 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1713.8}\n",
@@ -2137,13 +2070,7 @@
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"SN\"\n",
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.039 14  14        141.62       29 d  0.62   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.039 14  14        141.62       29 d  0.62   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2230,13 +2157,7 @@
       "system 6 / 100\n",
       "None\n",
       "system 7 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -62.267}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -62.267}\n",
       "System 7 has separation -62.267\n",
       "system 8 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -42.878}\n",
@@ -2345,13 +2266,7 @@
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"SN\"\n",
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.926 14  14        75.019     11.2 d  0.76   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.926 14  14        75.019     11.2 d  0.76   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2431,13 +2346,7 @@
       "system 6 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -106.87}\n",
       "System 6 has separation -106.87\n",
-      "system 7 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 7 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -89.768}\n",
       "System 7 has separation -89.768\n",
       "system 8 / 100\n",
@@ -2514,13 +2423,7 @@
       "{'time': 6.1819, 'M1': 26.224, 'M2': 18.975, 'K1': 14.0, 'K2': 14.0, 'separation': -23.855}\n",
       "System 1 has separation -23.855\n",
       "system 2 / 100\n",
-      "{'time': 6.1811, 'M1': 26.225, 'M2': 19.036, 'K1': 14.0, 'K2': 14.0, 'separation': -168.1}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1811, 'M1': 26.225, 'M2': 19.036, 'K1': 14.0, 'K2': 14.0, 'separation': -168.1}\n",
       "System 2 has separation -168.1\n",
       "system 3 / 100\n",
       "None\n",
@@ -2603,13 +2506,7 @@
       "System 6 has separation -98.879\n",
       "system 7 / 100\n",
       "{'time': 6.1834, 'M1': 26.221, 'M2': 18.866, 'K1': 14.0, 'K2': 14.0, 'separation': 71.42}\n",
-      "System 7 has separation 71.42\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "System 7 has separation 71.42\n",
       "Found bound BHBH system\n",
       "      TIME      M1       M2   K1  K2           SEP        PER   ECC  R1/ROL1 R2/ROL2  TYPE RANDOM_SEED=26051 RANDOM_COUNT=0\n",
       "     0.0000   60.000   40.000  1   1        3101.2     5.48 y  0.00   0.006   0.006  \"INITIAL \"\n",
@@ -2673,13 +2570,7 @@
       "System 1 has separation -490.65\n",
       "system 2 / 100\n",
       "None\n",
-      "system 3 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 3 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -844.54}\n",
       "System 3 has separation -844.54\n",
       "system 4 / 100\n",
@@ -2803,13 +2694,7 @@
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"SN\"\n",
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.021 14  14        157.05     33.9 d  0.29   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.021 14  14        157.05     33.9 d  0.29   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2932,13 +2817,7 @@
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3051,13 +2930,7 @@
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.8039 Mc\"CO\"=14.1854 type=8) -> kick 1(190) vk=161.317 vr=310.99 omega=3.87813 phi=-1.31958 -> vn=375.785 ; final sep 164.585 ecc 0.464494 (random count 5) - Runaway v=(-42.7184,-100.373,-23.0784) |v|=111.499 : companion v=(225.604,-99.3719,-86.2291), |v|=261.166 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.229   18.804 14  14         164.1     36.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.229   18.804 14  14         164.1     36.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3176,13 +3049,7 @@
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.8941 Mc\"CO\"=14.2552 type=8) -> kick 1(190) vk=151.131 vr=262.883 omega=2.0613 phi=-1.06527 -> vn=331.775 ; final sep 305.952 ecc 0.613167 (random count 5) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.222   18.894 14  14        305.73     92.2 d  0.61   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.894 14  14        305.73     92.2 d  0.61   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3267,13 +3134,7 @@
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3351,13 +3212,7 @@
       "System 1 has separation -168.81\n",
       "system 2 / 100\n",
       "None\n",
-      "system 3 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 3 / 100\n",
       "{'time': 6.1808, 'M1': 26.225, 'M2': 19.057, 'K1': 14.0, 'K2': 14.0, 'separation': -26.38}\n",
       "System 3 has separation -26.38\n",
       "system 4 / 100\n",
@@ -3449,13 +3304,7 @@
       "system 13 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -374.05}\n",
       "System 13 has separation -374.05\n",
-      "system 14 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 14 / 100\n",
       "{'time': 6.181, 'M1': 26.225, 'M2': 19.041, 'K1': 14.0, 'K2': 14.0, 'separation': 236.64}\n",
       "System 14 has separation 236.64\n",
       "Found bound BHBH system\n",
@@ -3586,13 +3435,7 @@
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"SN\"\n",
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.222   18.914 14  14        97.228     16.5 d  0.43   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.914 14  14        97.228     16.5 d  0.43   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3704,13 +3547,7 @@
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.7108 Mc\"CO\"=14.1135 type=8) -> kick 1(190) vk=199.576 vr=332.361 omega=1.41485 phi=-0.652755 -> vn=365.958 ; final sep 98.6161 ecc 0.469056 (random count 5) - Runaway v=(-0.807331,-67.6832,0.168972) |v|=67.6883 : companion v=(254.424,134.518,0.477089), |v|=287.796 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.249   18.711 14  14        96.287     16.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.249   18.711 14  14        96.287     16.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3838,13 +3675,7 @@
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3953,13 +3784,7 @@
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4046,13 +3871,7 @@
       "     6.1847   26.236   18.783 14  14        113.51     20.9 d  0.29   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1847   26.236   18.783 14  14        113.51     20.9 d  0.29   0.000   0.000  \"SN\"\n",
       " 15000.0000   26.236   18.783 14  14        112.85     20.7 d  0.29   0.000   0.000  \"MAX_TIME\"\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -48.404}\n",
@@ -4115,13 +3934,7 @@
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4206,13 +4019,7 @@
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"SN\"\n",
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.984 14  14        763.81      364 d  0.79   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.984 14  14        763.81      364 d  0.79   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4291,13 +4098,7 @@
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1722.6}\n",
       "System 5 has separation -1722.6\n",
       "system 6 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1571.7}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1571.7}\n",
       "System 6 has separation -1571.7\n",
       "system 7 / 100\n",
       "None\n",
@@ -4424,13 +4225,7 @@
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"SN\"\n",
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.922 14  14        1663.3      3.2 y  0.98   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.922 14  14        1663.3      3.2 y  0.98   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4508,13 +4303,7 @@
       "system 4 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -121.45}\n",
       "System 4 has separation -121.45\n",
-      "system 5 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 5 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -209.29}\n",
       "System 5 has separation -209.29\n",
       "system 6 / 100\n",
@@ -4611,13 +4400,7 @@
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -42.805}\n",
       "System 6 has separation -42.805\n",
       "system 7 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -86.593}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -86.593}\n",
       "System 7 has separation -86.593\n",
       "system 8 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.049}\n",
@@ -4693,13 +4476,7 @@
       "system 5 / 100\n",
       "{'time': 6.1817, 'M1': 26.224, 'M2': 18.986, 'K1': 14.0, 'K2': 14.0, 'separation': -78.905}\n",
       "System 5 has separation -78.905\n",
-      "system 6 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 6 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -58.583}\n",
       "System 6 has separation -58.583\n",
       "system 7 / 100\n",
@@ -4826,13 +4603,7 @@
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"SN\"\n",
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.952 14  14        132.51     26.3 d  0.42   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.952 14  14        132.51     26.3 d  0.42   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4959,13 +4730,7 @@
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"SN\"\n",
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.013 14  14        195.12     46.9 d  0.11   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.013 14  14        195.12     46.9 d  0.11   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5071,13 +4836,7 @@
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5205,13 +4964,7 @@
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"SN\"\n",
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.984 14  14        238.83     63.6 d  0.62   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.984 14  14        238.83     63.6 d  0.62   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5331,13 +5084,7 @@
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"SN\"\n",
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.957 14  14        144.35     29.9 d  0.23   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.957 14  14        144.35     29.9 d  0.23   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5420,13 +5167,7 @@
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"SN\"\n",
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.998 14  14        246.39     66.6 d  0.33   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.998 14  14        246.39     66.6 d  0.33   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5528,7 +5269,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -5542,7 +5283,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/_sources/notebook_HRD.ipynb.txt b/docs/build/html/_sources/examples/notebook_HRD.ipynb.txt
similarity index 100%
rename from docs/build/html/_sources/notebook_HRD.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_HRD.ipynb.txt
diff --git a/docs/build/html/_sources/notebook_api_functionality.ipynb.txt b/docs/build/html/_sources/examples/notebook_api_functionality.ipynb.txt
similarity index 100%
rename from docs/build/html/_sources/notebook_api_functionality.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_api_functionality.ipynb.txt
diff --git a/docs/build/html/_sources/notebook_common_envelope_evolution.ipynb.txt b/docs/build/html/_sources/examples/notebook_common_envelope_evolution.ipynb.txt
similarity index 100%
rename from docs/build/html/_sources/notebook_common_envelope_evolution.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_common_envelope_evolution.ipynb.txt
diff --git a/docs/build/html/_sources/notebook_custom_logging.ipynb.txt b/docs/build/html/_sources/examples/notebook_custom_logging.ipynb.txt
similarity index 100%
rename from docs/build/html/_sources/notebook_custom_logging.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_custom_logging.ipynb.txt
diff --git a/docs/build/html/_sources/notebook_extra_features.ipynb.txt b/docs/build/html/_sources/examples/notebook_extra_features.ipynb.txt
similarity index 100%
rename from docs/build/html/_sources/notebook_extra_features.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_extra_features.ipynb.txt
diff --git a/docs/build/html/_sources/notebook_individual_systems.ipynb.txt b/docs/build/html/_sources/examples/notebook_individual_systems.ipynb.txt
similarity index 100%
rename from docs/build/html/_sources/notebook_individual_systems.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_individual_systems.ipynb.txt
diff --git a/docs/build/html/_sources/notebook_luminosity_function_binaries.ipynb.txt b/docs/build/html/_sources/examples/notebook_luminosity_function_binaries.ipynb.txt
similarity index 99%
rename from docs/build/html/_sources/notebook_luminosity_function_binaries.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_luminosity_function_binaries.ipynb.txt
index 8eabffc08..d096455b0 100644
--- a/docs/build/html/_sources/notebook_luminosity_function_binaries.ipynb.txt
+++ b/docs/build/html/_sources/examples/notebook_luminosity_function_binaries.ipynb.txt
@@ -869,33 +869,31 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "99e25a72-54e6-4826-b0e5-4a02460b857d",
+   "cell_type": "markdown",
+   "id": "e0601000-a4c9-4073-a695-10a664e532f0",
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "SyntaxError",
-     "evalue": "invalid syntax (2944163245.py, line 1)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;36m  File \u001b[0;32m\"/tmp/ipykernel_518916/2944163245.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    Things to try:\u001b[0m\n\u001b[0m           ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
-     ]
-    }
-   ],
    "source": [
     "Things to try:\n",
-    "* Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?\n",
-    "* Alter the metallicity, does this make much of a difference?\n",
-    "* Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.\n",
-    "* How might you go about comparing these computed observations to real stars?\n",
-    "* What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?"
+    "\n",
+    " * Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?\n",
+    " * Alter the metallicity, does this make much of a difference?\n",
+    " * Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.\n",
+    " * How might you go about comparing these computed observations to real stars?\n",
+    " * What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "abb096b0-7c57-43d6-a9f7-56bdd21dc542",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -909,7 +907,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/_sources/notebook_luminosity_function_single.ipynb.txt b/docs/build/html/_sources/examples/notebook_luminosity_function_single.ipynb.txt
similarity index 99%
rename from docs/build/html/_sources/notebook_luminosity_function_single.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_luminosity_function_single.ipynb.txt
index 2fc879dc4..4422377c9 100644
--- a/docs/build/html/_sources/notebook_luminosity_function_single.ipynb.txt
+++ b/docs/build/html/_sources/examples/notebook_luminosity_function_single.ipynb.txt
@@ -605,7 +605,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -619,7 +619,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/_sources/notebook_massive_remnants.ipynb.txt b/docs/build/html/_sources/examples/notebook_massive_remnants.ipynb.txt
similarity index 99%
rename from docs/build/html/_sources/notebook_massive_remnants.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_massive_remnants.ipynb.txt
index f7586281e..6943c9d53 100644
--- a/docs/build/html/_sources/notebook_massive_remnants.ipynb.txt
+++ b/docs/build/html/_sources/examples/notebook_massive_remnants.ipynb.txt
@@ -7,7 +7,7 @@
     "tags": []
    },
    "source": [
-    "# Example use case: Zero-age stellar luminosity function\n",
+    "# Example use case: Massive star luminosity\n",
     "\n",
     "In this notebook we compute the luminosity function of the zero-age main-sequence by running a population of single stars using binary_c. \n",
     "\n",
@@ -718,18 +718,26 @@
    "metadata": {},
    "source": [
     "Things to try:\n",
-    "* Change the resolution to make the distributions smoother: what about error bars, how would you do that?\n",
-    "* Different initial distributions: the Kroupa distribution isn't the only one out there\n",
-    "* Change the metallicity and mass ranges\n",
-    "* What about a non-constant star formation rate? This is more of a challenge!\n",
-    "* What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?\n",
-    "* Binary stars! (see notebook_luminosity_function_binaries.ipynb)"
+    " * Change the resolution to make the distributions smoother: what about error bars, how would you do that?\n",
+    " * Different initial distributions: the Kroupa distribution isn't the only one out there\n",
+    " * Change the metallicity and mass ranges\n",
+    " * What about a non-constant star formation rate? This is more of a challenge!\n",
+    " * What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?\n",
+    " * Binary stars! (see notebook_luminosity_function_binaries.ipynb)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5abd0935-3957-4859-80c1-6f5d7ce4b614",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -743,7 +751,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/_sources/notebook_population.ipynb.txt b/docs/build/html/_sources/examples/notebook_population.ipynb.txt
similarity index 100%
rename from docs/build/html/_sources/notebook_population.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_population.ipynb.txt
diff --git a/docs/build/html/_sources/notebook_solar_system.ipynb.txt b/docs/build/html/_sources/examples/notebook_solar_system.ipynb.txt
similarity index 99%
rename from docs/build/html/_sources/notebook_solar_system.ipynb.txt
rename to docs/build/html/_sources/examples/notebook_solar_system.ipynb.txt
index 67556a655..2b343a8f4 100644
--- a/docs/build/html/_sources/notebook_solar_system.ipynb.txt
+++ b/docs/build/html/_sources/examples/notebook_solar_system.ipynb.txt
@@ -3,9 +3,11 @@
   {
    "cell_type": "markdown",
    "id": "ddc06da3-fc68-4c6f-8067-14ea862b964d",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "source": [
-    "## Solar system using the API functionality\n",
+    "## Example use case: Solar system using the API functionality\n",
     "We use the API interface to construct a model of the Solar system."
    ]
   },
@@ -304,7 +306,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -318,7 +320,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/_sources/examples/old/basic_example.ipynb.txt b/docs/build/html/_sources/examples/old/basic_example.ipynb.txt
new file mode 100644
index 000000000..9078cfcb5
--- /dev/null
+++ b/docs/build/html/_sources/examples/old/basic_example.ipynb.txt
@@ -0,0 +1,128 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "66ca8e31-7cbf-4484-bb6c-c9235e14bda2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "import binarycpython\n",
+    "from binarycpython.utils.custom_logging_functions import binary_c_log_code\n",
+    "from binarycpython.utils.run_system_wrapper import run_system\n",
+    "from binarycpython.utils.functions import example_parse_output"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "31851c7f-4ccf-4b5a-9f74-8a3e06c6b2d8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='time'>"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# You can decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g radius=%g\\\\n\",stardata->model.time,stardata->star[0].radius)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = binary_c_log_code(logging_line, verbose=-1)\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments. the custom_logging_code is \n",
+    "# one of them and will be processed automatically.\n",
+    "output = run_system(\n",
+    "    M_1=1, metallicity=0.002, M_2=0.1, separation=0, orbital_period=100000000000, \\\n",
+    "    custom_logging_code=custom_logging_code,\n",
+    ")\n",
+    "\n",
+    "df = pd.DataFrame.from_dict(example_parse_output(output, 'MY_STELLAR_DATA'), dtype=np.float64)\n",
+    "\n",
+    "df.plot('time', 'radius', logy=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "db0f3990-8680-4ea7-80d3-cdb430950c7f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='time'>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "39509b1c-f5fb-4edd-847a-97757c2197df",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/build/html/_sources/examples/old/workshop_example_notebook.ipynb.txt b/docs/build/html/_sources/examples/old/workshop_example_notebook.ipynb.txt
new file mode 100644
index 000000000..4eca58797
--- /dev/null
+++ b/docs/build/html/_sources/examples/old/workshop_example_notebook.ipynb.txt
@@ -0,0 +1,641 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# Binary_c and python example notebook\n",
+    "The following notebook servers as an example of how the binary_c python wrapper works and how it could be used.\n",
+    "\n",
+    "By: David Hendriks 30 nov 2019"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": [
+    "import binarycpython\n",
+    "import binary_c_python_api"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Core api wrapper functions:"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_binary()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "Binary_c output:\n",
+      "\n",
+      "\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 1e-07 15 14 1 1 3540.3 0\n",
+      "example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 2e-07 15 14 1 1 3540.3 0\n"
+     ]
+    }
+   ],
+   "source": [
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g}  \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary(argstring)\n",
+    "\n",
+    "print(\"\\n\\nBinary_c output:\\n\\n\")\n",
+    "print('\\n'.join(output.split('\\n')[:10]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_binary_with_log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "True\n",
+      "      TIME      M1       M2   K1  K2           SEP   ECC  R1/ROL1 R2/ROL2  TYPE RANDOM_SEED=7106 RANDOM_COUNT=0\n",
+      "     0.0000   15.000   14.000  1   1     2.786e+08  0.00   0.000   0.000  INITIAL \n",
+      "    12.7509   14.645   13.776  2   1    2.8427e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    12.7773   14.639   13.775  4   1    2.8435e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    13.1380   13.748   13.758  4   1    2.9373e+08  0.00   0.000   0.000  q-inv\n",
+      "    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  OFF_MS\n",
+      "    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.1204   10.726   13.700  4   4    3.3081e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2118   10.410   13.566  5   4    3.3702e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  Randbuf=34421 - d48r(0)=0.0570946 - d48r(1)=0.458272 - d48r(2)=0.13108 - d48r(3)=0.562029 - d48r(4)=0.924056 \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.89211 Mc=4.78817 type=5) -> kick 1(190) vk=302.148 vr=0.113492 omega=5.80602 phi=0.124379 -> vn=302.048 ; final sep -31.2365 ecc -1 (random count 0) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  DISRUPT \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN\n",
+      "    15.7087    1.472   10.210 13   5       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  d48r(5)=0.608402 - d48r(6)=0.696003 - d48r(7)=0.796455 - d48r(8)=0.0834973 \n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.85661 Mc=4.3914 type=5) -> kick 1(190) vk=392.156 vr=0 omega=0.524629 phi=0.634667 -> vn=392.156 ; final sep -31.2365 ecc -1 (random count 5) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; \n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  q-inv\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN\n",
+      " 15000.0000    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  MAX_TIME\n",
+      "Probability : 1\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "import tempfile\n",
+    "import os\n",
+    "\n",
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "log_filename=tempfile.gettempdir() + \"/test_log.txt\"\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g} log_filename {7} \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    "    log_filename,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary(argstring)\n",
+    "\n",
+    "print(os.path.exists(log_filename))\n",
+    "\n",
+    "with open(log_filename, 'r') as f:\n",
+    "    print(f.read())\n",
+    "\n",
+    "\n",
+    "# print(\"\\n\\nBinary_c output:\\n\\n\")\n",
+    "# print(output)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run binary with custom logging line"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "MY_STELLAR_DATA time=0 mass=15\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "MY_STELLAR_DATA time=0 mass=15\n",
+      "example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 1e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=1e-07 mass=15\n",
+      "example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 2e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=2e-07 mass=15\n",
+      "example_header_1 time=3e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 3e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=3e-07 mass=15\n",
+      "example_header_1 time=4e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 4e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=4e-07 mass=15\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils import custom_logging_functions\n",
+    "# generate logging lines. Here you can choose whatever you want to have logged, and with what header\n",
+    "# this generates working print statements\n",
+    "logging_line = custom_logging_functions.autogen_C_logging_code(\n",
+    "    {\"MY_STELLAR_DATA\": [\"model.time\", \"star[0].mass\"],}\n",
+    ")\n",
+    "# OR\n",
+    "# You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g mass=%g\\\\n\", stardata->model.time, stardata->star[0].mass)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = custom_logging_functions.binary_c_log_code(logging_line)\n",
+    "# print(custom_logging_code)\n",
+    "\n",
+    "# Make this code into a shared library and the function into memory\n",
+    "func_memaddr = custom_logging_functions.create_and_load_logging_function(custom_logging_code)\n",
+    "\n",
+    "# Run system with custom logging code\n",
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g}  \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary_custom_logging(argstring, func_memaddr)\n",
+    "print('\\n'.join(output.split('\\n')[:20]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Using utils functions\n",
+    "In the utils.functions there are some functions that make it easier to interact with the core api functions. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_system()\n",
+    "This function serves as an example on the function run_system and parse_output. \n",
+    "There is more functionality with this method and several tasks are done behind the scene.\n",
+    "\n",
+    "Requires pandas, numpy to run.\n",
+    "\n",
+    "run_system: mostly just makes passing arguments to the function easier. It also loads all the necessary defaults in the background\n",
+    "parse_output: Takes the raw output of binary_c and selects those lines that start with the given header. \n",
+    "Note, if you dont use the custom_logging functionality binary_c should be configured to have output that starts with that given header\n",
+    "\n",
+    "The parsing of the output only works correctly if either all of the values are described inline like `mass=<number>' or none of them are.    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 0 10 20 1 1 2.81762e+08 0\n",
+      "INITIAL_GRID 10 20 1e+11 0.02 1 0\n",
+      "example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 0 10 20 1 1 2.81762e+08 0\n",
+      "INITIAL_GRID 10 20 1e+11 0.02 1 0\n",
+      "example_header_1 time=1e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 1e-07 10 20 1 1 2.81762e+08 0\n",
+      "example_header_1 time=2e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 2e-07 10 20 1 1 2.81762e+08 0\n",
+      "\n",
+      "\n",
+      "\n",
+      "              time    mass_1    mass_2   st1   st2           sep  ecc\n",
+      "0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "...            ...       ...       ...   ...   ...           ...  ...\n",
+      "3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "\n",
+      "[3932 rows x 7 columns]\n",
+      "              time    mass_1    mass_2   st1   st2           sep  ecc\n",
+      "0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "...            ...       ...       ...   ...   ...           ...  ...\n",
+      "3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "\n",
+      "[3932 rows x 7 columns]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils.functions import run_system, parse_output\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments.\n",
+    "output = run_system(M_1=10, M_2=20, separation=0, orbital_period=100000000000)\n",
+    "\n",
+    "print('\\n'.join(output.split('\\n')[:10]))\n",
+    "\n",
+    "# Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)\n",
+    "result_example_header_1 = parse_output(output, selected_header=\"example_header_1\")\n",
+    "result_example_header_2 = parse_output(output, selected_header=\"example_header_2\")\n",
+    "\n",
+    "# print(result_example_header_1)\n",
+    "\n",
+    "#### Now do whatever you want with it:\n",
+    "# Or put them into a pandas array\n",
+    "\n",
+    "# Cast the data into a dataframe.\n",
+    "# This example automatically catches the column names because the binary_c output line is constructed as 'example_header_1 time=<number>..'\n",
+    "print('\\n\\n')\n",
+    "\n",
+    "df = pd.DataFrame.from_dict(result_example_header_1, dtype=np.float64)\n",
+    "print(df)\n",
+    "\n",
+    "# This example has column headers which are numbered, but we can override that with custom headers.\n",
+    "df2 = pd.DataFrame.from_dict(result_example_header_2, dtype=np.float64)\n",
+    "df2.columns=['time', 'mass_1', 'mass_2', 'st1', 'st2', 'sep', 'ecc']\n",
+    "print(df2)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_system() and custom logging\n",
+    "Function that will use a automatically generated piece of logging code. Compile it, load it \n",
+    "into memory and run a binary system. See run_system on how several things are done in the background here.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "              time      mass\n",
+      "0     0.000000e+00  1.000000\n",
+      "1     0.000000e+00  1.000000\n",
+      "2     1.000000e-07  1.000000\n",
+      "3     2.000000e-07  1.000000\n",
+      "4     3.000000e-07  1.000000\n",
+      "...            ...       ...\n",
+      "3630  1.131680e+04  0.627748\n",
+      "3631  1.231680e+04  0.627748\n",
+      "3632  1.331680e+04  0.627748\n",
+      "3633  1.431680e+04  0.627748\n",
+      "3634  1.500000e+04  0.627748\n",
+      "\n",
+      "[3635 rows x 2 columns]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils.custom_logging_functions import (\n",
+    "    autogen_C_logging_code,\n",
+    "    binary_c_log_code,\n",
+    ")\n",
+    "\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "# generate logging lines. Here you can choose whatever you want to have logged, and with what header\n",
+    "# this generates working print statements\n",
+    "logging_line = autogen_C_logging_code(\n",
+    "    {\"MY_STELLAR_DATA\": [\"model.time\", \"star[0].mass\"],}\n",
+    ")\n",
+    "# OR\n",
+    "# You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g mass=%g\\\\n\", stardata->model.time, stardata->star[0].mass)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = binary_c_log_code(logging_line)\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments. the custom_logging_code is one of them and will be processed automatically.\n",
+    "output = run_system(\n",
+    "    M_1=1,\n",
+    "    metallicity=0.002,\n",
+    "    M_2=0.1,\n",
+    "    separation=0,\n",
+    "    orbital_period=100000000000,\n",
+    "    custom_logging_code=custom_logging_code,\n",
+    ")\n",
+    "\n",
+    "# Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)\n",
+    "# DOESNT WORK YET if you have the line autogenerated.\n",
+    "result_example_header = parse_output(output, \"MY_STELLAR_DATA\")\n",
+    "\n",
+    "# Cast the data into a dataframe.\n",
+    "df = pd.DataFrame.from_dict(result_example_header, dtype=np.float64)\n",
+    "\n",
+    "# Do whatever you like with the dataframe.\n",
+    "print(df)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Other example\n",
+    "Checking how much mass stars lose on the main sequence."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": [
+    "def run_and_calc_mass(**kwargs):\n",
+    "    \"\"\"\n",
+    "    Function to run a given system and look at the mass lost in the main sequence of the star\n",
+    "    \"\"\"\n",
+    "    # start = time.time()\n",
+    "    output = run_system(**kwargs)\n",
+    "    result = parse_output(output, 'example_header_1')\n",
+    "    # stop = time.time()\n",
+    "    # print(\"Took {:.2f}s to run single system\".format(stop-start))\n",
+    "    # print(\"The following keys are present in the results:\\n{}\".format(result.keys()))\n",
+    "    # print(len(result))\n",
+    "\n",
+    "    #### Now do whatever you want with it: \n",
+    "\n",
+    "    # Cast the data into a dataframe. \n",
+    "    df = pd.DataFrame.from_dict(result, dtype=np.float64)\n",
+    "\n",
+    "    # Get last change moment\n",
+    "    last_st = df['st1'].unique()[-1]\n",
+    "    last_stellar_type_change_time_1 = df[df.st1==last_st]['time'].iloc[0]\n",
+    "\n",
+    "    # slice to get that last time\n",
+    "    sliced_df = df[df.time < last_stellar_type_change_time_1] # Cut off late parts of evolution\n",
+    "\n",
+    "    main_sequence = sliced_df[sliced_df.st1==1]\n",
+    "    \n",
+    "    initial_mass = main_sequence.iloc[0].mass_1\n",
+    "    final_mass = main_sequence.iloc[-1].mass_1\n",
+    "    \n",
+    "    initial_time = main_sequence.iloc[0].time\n",
+    "    final_time = main_sequence.iloc[-1].time\n",
+    "    \n",
+    "    mass_lost = initial_mass - final_mass\n",
+    "    fraction = mass_lost/initial_mass\n",
+    "\n",
+    "    # Return the mass fraction (wrt initial mass)\n",
+    "    return fraction\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Took 14.214274644851685s\n"
+     ]
+    }
+   ],
+   "source": [
+    "import time\n",
+    "\n",
+    "metallicity_002 = 0.02\n",
+    "metallicity_001 = 0.01\n",
+    "metallicity_0002 = 0.002\n",
+    "\n",
+    "mass_range = np.arange(1, 25, .5)\n",
+    "\n",
+    "start = time.time()\n",
+    "fractions_z002 = [run_and_calc_mass(M_1=mass, \n",
+    "                                    M_2=10, \n",
+    "                                    separation=0, \n",
+    "                                    orbital_period=100000000000, \n",
+    "                                    metallicity=metallicity_002, \n",
+    "                                    effective_metallicity=metallicity_002) \n",
+    "                 for mass in mass_range]\n",
+    "\n",
+    "fractions_z001 = [run_and_calc_mass(M_1=mass, \n",
+    "                                    M_2=10, \n",
+    "                                    separation=0, \n",
+    "                                    orbital_period=100000000000, \n",
+    "                                    metallicity=metallicity_001, \n",
+    "                                    effective_metallicity=metallicity_001) \n",
+    "                 for mass in mass_range]\n",
+    "\n",
+    "fractions_z0002 = [run_and_calc_mass(M_1=mass, \n",
+    "                                     M_2=10, \n",
+    "                                     separation=0, \n",
+    "                                     orbital_period=100000000000, \n",
+    "                                     metallicity=metallicity_0002, \n",
+    "                                     effective_metallicity=metallicity_0002) \n",
+    "                 for mass in mass_range]\n",
+    "stop = time.time()\n",
+    "print(\"Took {}s\".format(stop-start))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(12,8))\n",
+    "\n",
+    "ax.plot(mass_range, fractions_z002, '--', label='Z=0.02')\n",
+    "ax.plot(mass_range, fractions_z001, '-.', label='Z=0.01')\n",
+    "ax.plot(mass_range, fractions_z0002, '-', label='Z=0.002')\n",
+    "\n",
+    "ax.set_xlabel(r'Initial Mass ($M_{\\odot}$)', fontsize=18)\n",
+    "ax.set_ylabel(r'Fraction of total initial mass lost on main sequence', fontsize=18)\n",
+    "ax.set_title('Fraction of total initial mass lost during main sequence for different metallicities', fontsize=18)\n",
+    "ax.legend()\n",
+    "ax.set_yscale('log')\n",
+    "#save_loop(name='plots/mass_loss_MS.{format}', formats=['pdf', 'png', 'eps'], bbox_inches='tight')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/docs/build/html/binary_c_parameters.html b/docs/build/html/binary_c_parameters.html
index 0188233a2..09ecc84d5 100644
--- a/docs/build/html/binary_c_parameters.html
+++ b/docs/build/html/binary_c_parameters.html
@@ -39,7 +39,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Population grid code options" href="grid_options_descriptions.html" />
-    <link rel="prev" title="Solar system using the API functionality" href="notebook_solar_system.html" /> 
+    <link rel="prev" title="Example use case: Solar system using the API functionality" href="examples/notebook_solar_system.html" /> 
 </head>
 
 <body class="wy-body-for-nav">
@@ -194,7 +194,7 @@
 <h1>Binary_c parameters<a class="headerlink" href="#binary-c-parameters" title="Permalink to this headline">¶</a></h1>
 <p>The following chapter contains all the parameters that the current version of binary_c can handle, along with their descriptions and other properties.</p>
 <dl class="simple">
-<dt>This information was obtained by the following binary_c build:</dt><dd><p><strong>binary_c git branch</strong>: branch_david   <strong>binary_c git revision</strong>: 5702:20211101:3715a4ab9      <strong>Built on</strong>: Nov  1 2021 13:50:56</p>
+<dt>This information was obtained by the following binary_c build:</dt><dd><p><strong>binary_c git branch</strong>: HEAD   <strong>binary_c git revision</strong>: 5747:20211102:404ce27a0      <strong>Built on</strong>: Nov  2 2021 22:56:15</p>
 </dd>
 </dl>
 <div class="section" id="section-stars">
@@ -750,28 +750,6 @@
 <div class="line"><strong>Macros</strong>: [‘BH_HURLEY2002 = 0’, ‘BH_BELCZYNSKI = 1’, ‘BH_SPERA2015 = 2’, ‘BH_FRYER12_DELAYED = 3’, ‘BH_FRYER12_RAPID = 4’, ‘BH_FRYER12_STARTRACK = 5’]</div>
 </div>
 <div class="line-block">
-<div class="line"><strong>Parameter</strong>: PPISN_prescription</div>
-<div class="line"><strong>Description</strong>: (Pulsational) Pair-Instability Supernova prescription: Relates initial helium core mass of star to whether the star undergoes PPISN or PISN. Requires PPISN flag to be True (see binary_c_parameters.h). 0=no ppisn, 1=Farmer et al 2019. 2=Hendriks et al 21 (in prep), which is different fit based on the same data as Farmer et al 2019</div>
-<div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 1</div>
-<div class="line"><strong>Macros</strong>: [‘PPISN_NONE = 0’, ‘PPISN_FARMER19 = 1’, ‘PPISN_NEW_FIT_21 = 2’]</div>
-<div class="line"><strong>Extra</strong>: Ignore</div>
-</div>
-<div class="line-block">
-<div class="line"><strong>Parameter</strong>: PPISN_additional_massloss</div>
-<div class="line"><strong>Description</strong>: (Pulsational) Pair-Instability Supernova additional massloss (on top of the result of the prescription). Value currently is not required to be positive</div>
-<div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: 0</div>
-<div class="line"><strong>Extra</strong>: Ignore</div>
-</div>
-<div class="line-block">
-<div class="line"><strong>Parameter</strong>: use_LWN_fallback</div>
-<div class="line"><strong>Description</strong>: Flag whether to use the Nazehdin-Lovegrove-Woosley hydrogen envelope ejection at failed supernova.</div>
-<div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 1</div>
-<div class="line"><strong>Extra</strong>: Ignore</div>
-</div>
-<div class="line-block">
 <div class="line"><strong>Parameter</strong>: sn_kick_distribution_II</div>
 <div class="line"><strong>Description</strong>: Set the distribution of speeds applied to kick type II core collapse supernova systems. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
@@ -803,7 +781,7 @@
 <div class="line"><strong>Parameter</strong>: sn_kick_distribution_GRB_COLLAPSAR</div>
 <div class="line"><strong>Description</strong>: Set the distribution of speeds applied to kick newly-born neutron stars and black holes after a type Ib/c core-collapse supernova which is also a collapsar. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 0</div>
+<div class="line"><strong>Default value</strong>: 1</div>
 <div class="line"><strong>Macros</strong>: [‘KICK_VELOCITY_FIXED = 0’, ‘KICK_VELOCITY_MAXWELLIAN = 1’, ‘KICK_VELOCITY_CUSTOM = 2’]</div>
 </div>
 <div class="line-block">
@@ -849,27 +827,6 @@
 <div class="line"><strong>Macros</strong>: [‘KICK_VELOCITY_FIXED = 0’, ‘KICK_VELOCITY_MAXWELLIAN = 1’, ‘KICK_VELOCITY_CUSTOM = 2’]</div>
 </div>
 <div class="line-block">
-<div class="line"><strong>Parameter</strong>: sn_kick_distribution_PPISN</div>
-<div class="line"><strong>Description</strong>: Set the distribution of speeds applied to PPISN supernovae. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
-<div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 1</div>
-<div class="line"><strong>Macros</strong>: [‘KICK_VELOCITY_FIXED = 0’, ‘KICK_VELOCITY_MAXWELLIAN = 1’, ‘KICK_VELOCITY_CUSTOM = 2’]</div>
-</div>
-<div class="line-block">
-<div class="line"><strong>Parameter</strong>: sn_kick_distribution_PISN</div>
-<div class="line"><strong>Description</strong>: Set the distribution of speeds applied to PISN supernovae. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
-<div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 0</div>
-<div class="line"><strong>Macros</strong>: [‘KICK_VELOCITY_FIXED = 0’, ‘KICK_VELOCITY_MAXWELLIAN = 1’, ‘KICK_VELOCITY_CUSTOM = 2’]</div>
-</div>
-<div class="line-block">
-<div class="line"><strong>Parameter</strong>: sn_kick_distribution_PHDIS</div>
-<div class="line"><strong>Description</strong>: Set the distribution of speeds applied to PHDIS supernovae. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
-<div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 0</div>
-<div class="line"><strong>Macros</strong>: [‘KICK_VELOCITY_FIXED = 0’, ‘KICK_VELOCITY_MAXWELLIAN = 1’, ‘KICK_VELOCITY_CUSTOM = 2’]</div>
-</div>
-<div class="line-block">
 <div class="line"><strong>Parameter</strong>: sn_kick_dispersion_II</div>
 <div class="line"><strong>Description</strong>: Set the dispersion of speeds applied to kick type II core collapse supernova systems. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
@@ -897,7 +854,7 @@
 <div class="line"><strong>Parameter</strong>: sn_kick_dispersion_GRB_COLLAPSAR</div>
 <div class="line"><strong>Description</strong>: Set the dispersion of speeds applied to kick newly-born neutron stars and black holes after a type Ib/c core-collapse supernova which is also a collapsar. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: 0</div>
+<div class="line"><strong>Default value</strong>: 190</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: sn_kick_dispersion_TZ</div>
@@ -936,24 +893,6 @@
 <div class="line"><strong>Default value</strong>: 0</div>
 </div>
 <div class="line-block">
-<div class="line"><strong>Parameter</strong>: sn_kick_dispersion_PPISN</div>
-<div class="line"><strong>Description</strong>: Set the dispersion of speeds applied to the survivor of a PPISN supernova. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
-<div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: 190</div>
-</div>
-<div class="line-block">
-<div class="line"><strong>Parameter</strong>: sn_kick_dispersion_PISN</div>
-<div class="line"><strong>Description</strong>: Set the dispersion of speeds applied to the survivor of a PISN supernova. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
-<div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: 0</div>
-</div>
-<div class="line-block">
-<div class="line"><strong>Parameter</strong>: sn_kick_dispersion_PHDIS</div>
-<div class="line"><strong>Description</strong>: Set the dispersion of speeds applied to the survivor of a PHDIS supernova. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).</div>
-<div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: 0</div>
-</div>
-<div class="line-block">
 <div class="line"><strong>Parameter</strong>: sn_kick_companion_IA_He</div>
 <div class="line"><strong>Description</strong>: Set the speed (if &gt;=0) of, or the algothim (if &lt;0) used to calculate the, kick on the companion when a Ia He supernova occurs. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
@@ -1094,27 +1033,6 @@
 <div class="line"><strong>Macros</strong>: [‘SN_IMPULSE_NONE = 0’, ‘SN_IMPULSE_LIU2015 = 1’, ‘SN_IMPULSE_WHEELER1975 = 2’]</div>
 </div>
 <div class="line-block">
-<div class="line"><strong>Parameter</strong>: sn_kick_companion_PPISN</div>
-<div class="line"><strong>Description</strong>: Set the speed (if &gt;=0) of, or the algothim (if &lt;0) used to calculate the kick on the companion, if it survives, in a PPISN supernova. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.</div>
-<div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: 0</div>
-<div class="line"><strong>Macros</strong>: [‘SN_IMPULSE_NONE = 0’, ‘SN_IMPULSE_LIU2015 = 1’, ‘SN_IMPULSE_WHEELER1975 = 2’]</div>
-</div>
-<div class="line-block">
-<div class="line"><strong>Parameter</strong>: sn_kick_companion_PISN</div>
-<div class="line"><strong>Description</strong>: Set the speed (if &gt;=0) of, or the algothim (if &lt;0) used to calculate the kick on the companion, if it survives, in a PISN supernova. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.</div>
-<div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: 0</div>
-<div class="line"><strong>Macros</strong>: [‘SN_IMPULSE_NONE = 0’, ‘SN_IMPULSE_LIU2015 = 1’, ‘SN_IMPULSE_WHEELER1975 = 2’]</div>
-</div>
-<div class="line-block">
-<div class="line"><strong>Parameter</strong>: sn_kick_companion_PHDIS</div>
-<div class="line"><strong>Description</strong>: Set the speed (if &gt;=0) of, or the algothim (if &lt;0) used to calculate the kick on the companion, if it survives, in a PHDIS supernova. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.</div>
-<div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: 0</div>
-<div class="line"><strong>Macros</strong>: [‘SN_IMPULSE_NONE = 0’, ‘SN_IMPULSE_LIU2015 = 1’, ‘SN_IMPULSE_WHEELER1975 = 2’]</div>
-</div>
-<div class="line-block">
 <div class="line"><strong>Parameter</strong>: wd_sigma</div>
 <div class="line"><strong>Description</strong>: Set the speed at which white dwarfs are kicked when they form, in km/s. Default is zero (i.e. no kick). Requires WD_KICKS.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
@@ -1186,25 +1104,25 @@
 <div class="line"><strong>Parameter</strong>: delta_mcmin</div>
 <div class="line"><strong>Description</strong>: A parameter to reduce the minimum core mass for third dredge up to occur on the TPAGB. As used by Izzard and Tout (2004) to increase the amount of dredge up, hence carbon, in Magellanic cloud stars.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: lambda_min</div>
 <div class="line"><strong>Description</strong>: A parameter to increase the efficiency of third dredge up on the TPAGB. The efficiency is lambda * lambda_mult, and setting lambda_min&gt;0 implies that, once Mc&gt;Mcmin (see delta_mcmin) lambda=Max(lambda(fit to Karakas), lambda_min). As used by Izzard and Tout (2004) to increase the amount of dredge up, hence carbon, in Magellanic cloud stars. See also lambda_multiplier.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: lambda_multiplier</div>
 <div class="line"><strong>Description</strong>: A parameter to increase the efficiency of third dredge up on the TPAGB. The efficiency is lambda * lambda_mult, and setting lambda_min&gt;0 implies that, once Mc&gt;Mcmin (see delta_mcmin) lambda=Max(lambda(fit to Karakas), lambda_min). As used by Izzard and Tout (2004) to increase the amount of dredge up, hence carbon, in Magellanic cloud stars.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 1</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: minimum_envelope_mass_for_third_dredgeup</div>
 <div class="line"><strong>Description</strong>: The minimum envelope mass for third dredge up on the TPAGB. Early, solar metallicity models by Straniero et al suggested 0.5Msun is typical. However, circumstantial evidence (Izzard et al 2009) as well as newer models by Stancliffe and Karakas suggest that at low metallicity a value nearer zero is more appropriate.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0.5</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: mass_of_pmz</div>
@@ -1216,13 +1134,13 @@
 <div class="line"><strong>Parameter</strong>: c13_eff</div>
 <div class="line"><strong>Description</strong>: The “efficiency” of partial mixing in a TPAGB star intershell region, when using the s-process tables of Gallino, Busso, Lugaro et al. as provided by Maria Lugaro for the Izzard et al. 2009 paper. Requires NUCSYN and NUCSYN_S_PROCESS.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 1</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: mc13_pocket_multiplier</div>
 <div class="line"><strong>Description</strong>: Multiplies the mass in the partial mixing zone of a TPAGB star, when using the s-process tables of Gallino, Busso, Lugaro et al. as provided by Maria Lugaro for the Izzard et al. 2009 paper. Requires NUCSYN and NUCSYN_S_PROCESS.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 1</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: tides_convective_damping</div>
@@ -1248,7 +1166,7 @@
 <div class="line"><strong>Parameter</strong>: hbbtfac</div>
 <div class="line"><strong>Description</strong>: A parameter to modulate the temperature at the base of the hot-bottom burning zone in TPAGB stars. (Works only if NUCSYN is defined)</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 1</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: wind_multiplier_%d</div>
@@ -1334,7 +1252,7 @@
 <div class="line"><strong>Parameter</strong>: MINT_metallicity</div>
 <div class="line"><strong>Description</strong>: This sets the metallicity for MINT. It is ignored if set to -1.0, the default, in which case the normal metallicity parameter is used.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: -1</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: gaia_Teff_binwidth</div>
@@ -1366,28 +1284,28 @@
 <div class="line"><strong>Parameter</strong>: AGB_core_algorithm</div>
 <div class="line"><strong>Description</strong>: Algorithm to use for calculating AGB core masses. 0=Hurley et al. 2002 if no NUCSYN, Karakas 2002 if NUCSYN is defined; 1=Hurley et al. 2002 (overshooting models); 1=Karakas 2002 (non-overshooting models).</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 1</div>
+<div class="line"><strong>Default value</strong>: 2</div>
 <div class="line"><strong>Macros</strong>: [‘AGB_CORE_ALGORITHM_DEFAULT = 0’, ‘AGB_CORE_ALGORITHM_HURLEY = 1’, ‘AGB_CORE_ALGORITHM_KARAKAS = 2’]</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: AGB_radius_algorithm</div>
 <div class="line"><strong>Description</strong>: Algorithm to use for calculating radii on the TPAGB.</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 1</div>
+<div class="line"><strong>Default value</strong>: 2</div>
 <div class="line"><strong>Macros</strong>: [‘AGB_RADIUS_ALGORITHM_DEFAULT = 0’, ‘AGB_RADIUS_ALGORITHM_HURLEY = 1’, ‘AGB_RADIUS_ALGORITHM_KARAKAS = 2’]</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: AGB_luminosity_algorithm</div>
 <div class="line"><strong>Description</strong>: Algorithm to use for calculating luminosities on the TPAGB.</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 1</div>
+<div class="line"><strong>Default value</strong>: 2</div>
 <div class="line"><strong>Macros</strong>: [‘AGB_LUMINOSITY_ALGORITHM_DEFAULT = 0’, ‘AGB_LUMINOSITY_ALGORITHM_HURLEY = 1’, ‘AGB_LUMINOSITY_ALGORITHM_KARAKAS = 2’]</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: AGB_3dup_algorithm</div>
 <div class="line"><strong>Description</strong>: Algorithm to use for calculating third dredge up efficiency on the TPAGB.</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 1</div>
+<div class="line"><strong>Default value</strong>: 2</div>
 <div class="line"><strong>Macros</strong>: [‘AGB_THIRD_DREDGE_UP_ALGORITHM_DEFAULT = 0’, ‘AGB_THIRD_DREDGE_UP_ALGORITHM_HURLEY = 1’, ‘AGB_THIRD_DREDGE_UP_ALGORITHM_KARAKAS = 2’, ‘AGB_THIRD_DREDGE_UP_ALGORITHM_STANCLIFFE = 3’]</div>
 </div>
 <div class="line-block">
@@ -1554,6 +1472,24 @@
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
 <div class="line"><strong>Default value</strong>: False</div>
 </div>
+<div class="line-block">
+<div class="line"><strong>Parameter</strong>: degenerate_core_merger_nucsyn</div>
+<div class="line"><strong>Description</strong>: If TRUE, assume that in a degnerate core merger, energy is generated from nucleosynthesis of the whole core, and that this can disrupt the core. The BSE algorithm (Hurley et al. 2002) assumes this to be TRUE, but binary_c assumes FALSE by default. (FALSE)</div>
+<div class="line"><strong>Parameter input type</strong>: True|False</div>
+<div class="line"><strong>Default value</strong>: False</div>
+</div>
+<div class="line-block">
+<div class="line"><strong>Parameter</strong>: degenerate_core_helium_merger_ignition</div>
+<div class="line"><strong>Description</strong>: If TRUE, assume that when there is a degenerate helium core merger, the star reignites helium. This is required to make R-type carbon stars. (TRUE)</div>
+<div class="line"><strong>Parameter input type</strong>: True|False</div>
+<div class="line"><strong>Default value</strong>: True</div>
+</div>
+<div class="line-block">
+<div class="line"><strong>Parameter</strong>: degenerate_core_merger_dredgeup_fraction</div>
+<div class="line"><strong>Description</strong>: If non-zero, mix this fraction of the degenerate core during a merger.(0.0).</div>
+<div class="line"><strong>Parameter input type</strong>: Float</div>
+<div class="line"><strong>Default value</strong>: 0</div>
+</div>
 </div>
 <div class="section" id="section-binary">
 <h2>Section: binary<a class="headerlink" href="#section-binary" title="Permalink to this headline">¶</a></h2>
@@ -1759,7 +1695,7 @@
 <div class="line"><strong>Parameter</strong>: post_ce_objects_have_envelopes</div>
 <div class="line"><strong>Description</strong>: If TRUE then post-common-envelope objects have thin envelopes. You need this if you are to have post-CE post-AGB stars. Note that this <em>may</em> be unstable, i.e. you may end up having many CEEs. The mass in the envelope is controlled by post_ce_adaptive_menv. TRUE by default.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: True</div>
+<div class="line"><strong>Default value</strong>: False</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: PN_comenv_transition_time</div>
@@ -1961,20 +1897,22 @@
 <div class="line"><strong>Parameter</strong>: type_Ia_MCh_supernova_algorithm</div>
 <div class="line"><strong>Description</strong>: Algorithm to be used when calculating type Ia yields from Chandrasekhar-mass exploders. 0 = DD7 (Iwamoto 1999), 1 = Seitenzahl 2013 3D hydro yields (you must also set Seitenzahl2013_model)</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0</div>
+<div class="line"><strong>Macros</strong>: [‘TYPE_IA_MCH_SUPERNOVA_ALGORITHM_DD2 = 0’, ‘TYPE_IA_MCH_SUPERNOVA_ALGORITHM_SEITENZAHL2013 = 1’, ‘TYPE_IA_MCH_SUPERNOVA_ALGORITHM_SEITENZAHL2013_AUTOMATIC = 2’]</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: Seitenzahl2013_model</div>
 <div class="line"><strong>Description</strong>: Which of Seitenzahl et al. 2013’s models to use? One of N1,N3,N5,N10,N20,N40,N100L,N100,N100H,N150,N200,N300C,N1600,N1600C,N100_Z0.5,N100_Z0.1,N100_Z0.01 (defaults to N100).</div>
 <div class="line"><strong>Parameter input type</strong>: String</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: N100</div>
 <div class="line"><strong>Extra</strong>: N1</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: type_Ia_sub_MCh_supernova_algorithm</div>
 <div class="line"><strong>Description</strong>: Algorithm to be used when calculating type Ia yields from sub-Chandrasekhar-mass exploders. (Currently unused.)</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0</div>
+<div class="line"><strong>Macros</strong>: [‘TYPE_IA_SUB_MCH_SUPERNOVA_ALGORITHM_LIVNE_ARNETT_1995 = 0’]</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: max_HeWD_mass</div>
@@ -2736,7 +2674,7 @@
 <div class="line"><strong>Parameter</strong>: NeNaMgAl</div>
 <div class="line"><strong>Description</strong>: Enables NeNaMgAl reaction network. Requires NUCSYN and NUCSYN_HBB.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: True</div>
 <div class="line"><strong>Extra</strong>: Ignore</div>
 </div>
 <div class="line-block">
@@ -2761,21 +2699,23 @@
 <div class="line"><strong>Parameter</strong>: nucsyn_metallicity</div>
 <div class="line"><strong>Description</strong>: This sets the metallicity of the nucleosynthesis algorithms, i.e. the amount (by mass) of matter which is not hydrogen or helium. Usually you’d just set this with the metallicity parameter, but if you want the nucleosynthesis to be outside the range of the stellar evolution algorithm (e.g. Z=0 or Z=0.04) then you need to use nucsyn_metallicity. That said, it’s also outside the range of some of the nucleosynthesis algorithms as well, so you have been warned!</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: -1</div>
 <div class="line"><strong>Macros</strong>: [‘DEFAULT_TO_METALLICITY = -1’]</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: nucsyn_solver</div>
 <div class="line"><strong>Description</strong>: Choose the solver used in nuclear burning. 0 = KAPS_RENTROP is a Kaps-Rentrop scheme (fast, not great for stiff problems), 1 = LSODA (Adams/BSF switcher), 2 = CVODE library (<a class="reference external" href="https://computing.llnl.gov/projects/sundials">https://computing.llnl.gov/projects/sundials</a>. Default 0.</div>
 <div class="line"><strong>Parameter input type</strong>: Unsigned integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0</div>
+<div class="line"><strong>Macros</strong>: [‘NUCSYN_SOLVER_KAPS_RENTROP = 0’, ‘NUCSYN_SOLVER_LSODA = 1’, ‘NUCSYN_SOLVER_CVODE = 2’, ‘NUCSYN_SOLVER_NUMBER = 3’, ‘NUCSYN_SOLVER_KAPS_RENTROP = 0’, ‘NUCSYN_SOLVER_LSODA = 1’, ‘NUCSYN_SOLVER_CVODE = 2’, ‘NUCSYN_SOLVER_NUMBER = 3’]</div>
 <div class="line"><strong>Extra</strong>: 0</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: initial_abundance_mix</div>
 <div class="line"><strong>Description</strong>: initial abundance mixture: 0=AG89, 1=Karakas 2002, 2=Lodders 2003, 3=Asplund 2005 (not available?), 4=Garcia Berro, 5=Grevesse Noels 1993</div>
 <div class="line"><strong>Parameter input type</strong>: Unsigned integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0</div>
+<div class="line"><strong>Macros</strong>: [‘NUCSYN_INIT_ABUND_MIX_AG89 = 0’, ‘NUCSYN_INIT_ABUND_MIX_KARAKAS2002 = 1’, ‘NUCSYN_INIT_ABUND_MIX_LODDERS2003 = 2’, ‘NUCSYN_INIT_ABUND_MIX_ASPLUND2005 = 3’, ‘NUCSYN_INIT_ABUND_MIX_GARCIABERRO = 4’, ‘NUCSYN_INIT_ABUND_MIX_GREVESSE_NOELS_1993 = 5’, ‘NUCSYN_INIT_ABUND_MIX_ASPLUND2009 = 6’, ‘NUCSYN_INIT_ABUND_MIX_KOBAYASHI2011_ASPLUND2009 = 7’, ‘NUCSYN_INIT_ABUND_MIX_LODDERS2010 = 8’]</div>
 <div class="line"><strong>Extra</strong>: 0</div>
 </div>
 <div class="line-block">
@@ -2803,43 +2743,44 @@
 <div class="line"><strong>Parameter</strong>: init_abunds_only</div>
 <div class="line"><strong>Description</strong>: If True, outputs only the initial abundances, then exits.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: False</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: initial_abunds_only</div>
 <div class="line"><strong>Description</strong>: If True, outputs only the initial abundances, then exits.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: False</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: no_thermohaline_mixing</div>
 <div class="line"><strong>Description</strong>: If True, disables thermohaline mixing.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: False</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: lithium_GB_post_Heflash</div>
 <div class="line"><strong>Description</strong>: Sets the lithium abundances after the helium flash. Requires NUCSYN and LITHIUM_TABLES.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: lithium_GB_post_1DUP</div>
 <div class="line"><strong>Description</strong>: Sets the lithium abundance after first dredge up. Requires NUCSYN and LITHIUM_TABLES.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: lithium_hbb_multiplier</div>
 <div class="line"><strong>Description</strong>: Multiplies the lithium abundances on the AGB during HBB (based on Karakas/Fishlock et al models).Requires NUCSYN and LITHIUM_TABLES.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 1</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: angelou_lithium_decay_function</div>
 <div class="line"><strong>Description</strong>: Functional form which describes Li7 decay. Requires NUCSYN and NUCSYN_ANGELOU_LITHIUM. Choices are: 0 expoential (see angelou_lithium_decay_time).</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
 <div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Macros</strong>: [‘ANGELOU_LITHIUM_DECAY_FUNCTION_EXPONENTIAL = 0’]</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: angelou_lithium_LMMS_time</div>
@@ -2983,17 +2924,10 @@
 <div class="section" id="section-output">
 <h2>Section: output<a class="headerlink" href="#section-output" title="Permalink to this headline">¶</a></h2>
 <div class="line-block">
-<div class="line"><strong>Parameter</strong>: david_logging_function</div>
-<div class="line"><strong>Description</strong>: Function to choose which kind of information gets logged Requires DAVID. Choices are: 0= None, &gt;0 for custom logging functions</div>
-<div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: 0</div>
-<div class="line"><strong>Extra</strong>: Ignore</div>
-</div>
-<div class="line-block">
 <div class="line"><strong>Parameter</strong>: cf_amanda_log</div>
 <div class="line"><strong>Description</strong>: Enable logging to compare to Amanda’s models.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: False</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: float_overflow_checks</div>
@@ -3041,7 +2975,7 @@
 <div class="line"><strong>Parameter</strong>: legacy_yields</div>
 <div class="line"><strong>Description</strong>: Turn on ensemble legacy yield output.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: False</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: ensemble_defer</div>
@@ -3089,31 +3023,31 @@
 <div class="line"><strong>Parameter</strong>: EMP_logg_maximum</div>
 <div class="line"><strong>Description</strong>: Maximum logg that EMP stars are allowed to have. See Izzard et al 2009. See also CEMP_cfe_minimum, NEMP_nfe_minimum, EMP_minimum_age.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 4</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: EMP_minimum_age</div>
 <div class="line"><strong>Description</strong>: Minimum age that EMP stars are required to have. See Izzard et al 2009. See also CEMP_cfe_minimum, NEMP_nfe_minimum, EMP_logg_maximum.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 10</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: EMP_feh_maximum</div>
 <div class="line"><strong>Description</strong>: Maximum [Fe/H] that an EMP stars may have. See Izzard et al 2009. See also CEMP_cfe_minimum, NEMP_nfe_minimum, EMP_logg_maximum, EMP_minimum_age. Default -2.0.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: -2</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: CEMP_cfe_minimum</div>
 <div class="line"><strong>Description</strong>: Minimum [C/Fe] that CEMP stars are required to have. See Izzard et al 2009. See also NEMP_cfe_minimum, EMP_logg_maximum, EMP_minimum_age. Default 0.7.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0.7</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: NEMP_cfe_minimum</div>
 <div class="line"><strong>Description</strong>: Minimum [N/Fe] that NEMP stars are required to have. See Izzard et al 2009, Pols et al. 2012. See also CEMP_cfe_minimum, EMP_logg_maximum, EMP_minimum_age. Default 1.0.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 1</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: thick_disc_start_age</div>
@@ -3273,84 +3207,84 @@
 <div class="line"><strong>Parameter</strong>: MINT_dir</div>
 <div class="line"><strong>Description</strong>: Location of MINT algorithm data.</div>
 <div class="line"><strong>Parameter input type</strong>: String</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>:</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_data_cleanup</div>
 <div class="line"><strong>Description</strong>: Activate checks on incoming data to try to account for problems. Will make data-loading slower, but may fix a few things.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: False</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_MS_rejuvenation</div>
 <div class="line"><strong>Description</strong>: Turn on or off (hydrogen) main-sequence rejuvenation.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: True</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_remesh</div>
 <div class="line"><strong>Description</strong>: Turn on or off MINT’s remeshing.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: True</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_use_ZAMS_profiles</div>
 <div class="line"><strong>Description</strong>: Use chemical profiles at the ZAMS if MINT_use_ZAMS_profiles is TRUE, otherwise set homogeneous abundances. (Default is TRUE, so we use the profiles if they are available.)</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: True</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_fallback_to_test_data</div>
 <div class="line"><strong>Description</strong>: If TRUE, use the MINT test_data directory as a fallback when data is unavailable. (FALSE)</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: False</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_disable_grid_load_warnings</div>
 <div class="line"><strong>Description</strong>: Use this to explicitly disable MINT’s warnings when loading a grid with, e.g., missing or too much data.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: False</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_Kippenhahn</div>
 <div class="line"><strong>Description</strong>: Turn on or off MINT’s Kippenhahn diagrams. If 0, off, if 1, output star 1 (index 0), if 2 output star 2 (index 1). Default 0.</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_nshells</div>
 <div class="line"><strong>Description</strong>: Set the initial number of shells MINT uses in each star when doing nuclear burning. Note: remeshing can change this. If MINT_nshells is 0, shellular burning and other routines that require shells will not be available. (200)</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 200</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_maximum_nshells</div>
 <div class="line"><strong>Description</strong>: Set the maximum number of shells MINT uses in each star when doing nuclear burning. Note that this will be limited to MINT_HARD_MAX_NSHELLS. (1000)</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 1000</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_minimum_nshells</div>
 <div class="line"><strong>Description</strong>: Set the minimum number of shells MINT uses in each star when doing nuclear burning. Note that this will be greater than or equal to MINT_HARD_MIN_NSHELLS, which is 0 by default. (0)</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 10</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_Kippenhahn_stellar_type</div>
 <div class="line"><strong>Description</strong>: Stellar type selector for Kippenhahn plots. Set to -1 to ignore, otherwise the stellar type number for which Kippenhahn plot data should be output.</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: -1</div>
 <div class="line"><strong>Macros</strong>: [‘LOW_MASS_MS = 0’, ‘MS = 1’, ‘HG = 2’, ‘GIANT_BRANCH = 3’, ‘CHeB = 4’, ‘EAGB = 5’, ‘TPAGB = 6’, ‘HeMS = 7’, ‘HeHG = 8’, ‘HeGB = 9’, ‘HeWD = 10’, ‘COWD = 11’, ‘ONeWD = 12’, ‘NS = 13’, ‘BH = 14’, ‘MASSLESS_REMNANT = 15’]</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
@@ -3358,7 +3292,7 @@
 <div class="line"><strong>Parameter</strong>: MINT_Kippenhahn_companion_stellar_type</div>
 <div class="line"><strong>Description</strong>: Companion stellar type selector for Kippenhahn plots. Set to -1 to ignore, otherwise the stellar type number for the companion for which Kippenhahn plot data should be output.</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: -1</div>
 <div class="line"><strong>Macros</strong>: [‘LOW_MASS_MS = 0’, ‘MS = 1’, ‘HG = 2’, ‘GIANT_BRANCH = 3’, ‘CHeB = 4’, ‘EAGB = 5’, ‘TPAGB = 6’, ‘HeMS = 7’, ‘HeHG = 8’, ‘HeGB = 9’, ‘HeWD = 10’, ‘COWD = 11’, ‘ONeWD = 12’, ‘NS = 13’, ‘BH = 14’, ‘MASSLESS_REMNANT = 15’]</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
@@ -3366,21 +3300,21 @@
 <div class="line"><strong>Parameter</strong>: MINT_nuclear_burning</div>
 <div class="line"><strong>Description</strong>: Turn on or off MINT’s nuclear burning algorithm.</div>
 <div class="line"><strong>Parameter input type</strong>: True|False</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: False</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_minimum_shell_mass</div>
 <div class="line"><strong>Description</strong>: Minimum shell mass in MINT’s nuclear burning routines.</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 1e-06</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_maximum_shell_mass</div>
 <div class="line"><strong>Description</strong>: Maximum shell mass in MINT’s nuclear burning routines. :</div>
 <div class="line"><strong>Parameter input type</strong>: Float</div>
-<div class="line"><strong>Default value</strong>: NULL</div>
+<div class="line"><strong>Default value</strong>: 0.1</div>
 <div class="line"><strong>Extra</strong>:</div>
 </div>
 </div>
@@ -3549,7 +3483,7 @@
         <a href="grid_options_descriptions.html" class="btn btn-neutral float-right" title="Population grid code options" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="notebook_solar_system.html" class="btn btn-neutral float-left" title="Solar system using the API functionality" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="examples/notebook_solar_system.html" class="btn btn-neutral float-left" title="Example use case: Solar system using the API functionality" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -3564,9 +3498,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/custom_logging_functions.html b/docs/build/html/custom_logging_functions.html
index 2b93675bf..afe2cfd49 100644
--- a/docs/build/html/custom_logging_functions.html
+++ b/docs/build/html/custom_logging_functions.html
@@ -409,9 +409,9 @@ I recommend using this in function in combination with a function that generates
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/distribution_functions.html b/docs/build/html/distribution_functions.html
index a4139bcbb..d0f39b5eb 100644
--- a/docs/build/html/distribution_functions.html
+++ b/docs/build/html/distribution_functions.html
@@ -900,9 +900,9 @@ and is be given by dp/dlogP ~ (logP)^p for all other binary configurations (defa
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/example_notebooks.html b/docs/build/html/example_notebooks.html
index 4813151e8..8951cee7c 100644
--- a/docs/build/html/example_notebooks.html
+++ b/docs/build/html/example_notebooks.html
@@ -38,7 +38,7 @@
   <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Tutorial: Running individual systems with binary_c-python" href="notebook_individual_systems.html" />
+    <link rel="next" title="Tutorial: Running individual systems with binary_c-python" href="examples/notebook_individual_systems.html" />
     <link rel="prev" title="useful_funcs module" href="useful_funcs.html" /> 
 </head>
 
@@ -88,18 +88,18 @@
 <li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
 <li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Example notebooks</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_extra_features.html">Tutorial: Extra features and functionality of binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_api_functionality.html">Tutorial: Using the API functionality of binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_single.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_extra_features.html">Tutorial: Extra features and functionality of binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_api_functionality.html">Tutorial: Using the API functionality of binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_single.html">Example use case: Zero-age stellar luminosity function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
@@ -201,83 +201,80 @@
 <div class="toctree-wrapper compound">
 <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html#Single-system-with-run_system_wrapper">Single system with run_system_wrapper</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html#Single-system-via-population-object">Single system via population object</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html#Single-system-via-API-functionality">Single system via API functionality</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_individual_systems.html#Single-system-with-run_system_wrapper">Single system with run_system_wrapper</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_individual_systems.html#Single-system-via-population-object">Single system via population object</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_individual_systems.html#Single-system-via-API-functionality">Single system via API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html#Usage">Usage</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html#Examples-of-logging-strings">Examples of logging strings</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_custom_logging.html#Usage">Usage</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_custom_logging.html#Examples-of-logging-strings">Examples of logging strings</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_population.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_population.html#Adding-grid-variables">Adding grid variables</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_population.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_population.html#Evolving-the-grid">Evolving the grid</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_population.html#Noteworthy-functionality">Noteworthy functionality</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_population.html#Full-examples-of-population-scripts">Full examples of population scripts</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_population.html">Tutorial: Running populations with binary_c-python</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_population.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_population.html#Adding-grid-variables">Adding grid variables</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_population.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_population.html#Evolving-the-grid">Evolving the grid</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_population.html#Noteworthy-functionality">Noteworthy functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_population.html#Full-examples-of-population-scripts">Full examples of population scripts</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_extra_features.html">Tutorial: Extra features and functionality of binary_c-python</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_extra_features.html#getting-extra-information-about-binary_c-parameters">getting extra information about binary_c parameters</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_extra_features.html#Build-information-of-binary_c">Build information of binary_c</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_extra_features.html#Example-parse-function">Example parse function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_extra_features.html#Dictionary-modification">Dictionary modification</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_extra_features.html#Getting-help">Getting help</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_extra_features.html">Tutorial: Extra features and functionality of binary_c-python</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_extra_features.html#getting-extra-information-about-binary_c-parameters">getting extra information about binary_c parameters</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_extra_features.html#Build-information-of-binary_c">Build information of binary_c</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_extra_features.html#Example-parse-function">Example parse function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_extra_features.html#Dictionary-modification">Dictionary modification</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_extra_features.html#Getting-help">Getting help</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_api_functionality.html">Tutorial: Using the API functionality of binary_c-python</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_api_functionality.html#Example-usage:">Example usage:</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_api_functionality.html">Tutorial: Using the API functionality of binary_c-python</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_api_functionality.html#Example-usage:">Example usage:</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_luminosity_function_single.html">Example use case: Zero-age stellar luminosity function</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_single.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_single.html#Adding-grid-variables">Adding grid variables</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_single.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_single.html#Evolving-the-grid">Evolving the grid</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_single.html#ZAMS-Luminosity-distribution-with-the-initial-mass-function">ZAMS Luminosity distribution with the initial mass function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_single.html#A-better-sampled-grid">A better-sampled grid</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_luminosity_function_single.html">Example use case: Zero-age stellar luminosity function</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_single.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_single.html#Adding-grid-variables">Adding grid variables</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_single.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_single.html#Evolving-the-grid">Evolving the grid</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_single.html#ZAMS-Luminosity-distribution-with-the-initial-mass-function">ZAMS Luminosity distribution with the initial mass function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_single.html#A-better-sampled-grid">A better-sampled grid</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html#Adding-grid-variables">Adding grid variables</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html#Evolving-the-grid">Evolving the grid</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_binaries.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_binaries.html#Adding-grid-variables">Adding grid variables</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_binaries.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_binaries.html#Evolving-the-grid">Evolving the grid</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html#Stellar-Grid">Stellar Grid</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html#Evolving-the-grid">Evolving the grid</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html#Binary-stars">Binary stars</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_HRD.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_HRD.html#Stellar-Grid">Stellar Grid</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_HRD.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_HRD.html#Evolving-the-grid">Evolving the grid</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_HRD.html#Binary-stars">Binary stars</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html#Stellar-Grid">Stellar Grid</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html#Logging-and-handling-the-output">Logging and handling the output</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html#Evolving-the-grid">Evolving the grid</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_common_envelope_evolution.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_common_envelope_evolution.html#Stellar-Grid">Stellar Grid</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_common_envelope_evolution.html#Logging-and-handling-the-output">Logging and handling the output</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_common_envelope_evolution.html#Evolving-the-grid">Evolving the grid</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html#Single-system-with-run_system_wrapper">Single system with run_system_wrapper</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_massive_remnants.html">Example use case: Massive star luminosity</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_massive_remnants.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_massive_remnants.html#Adding-grid-variables">Adding grid variables</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_massive_remnants.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_massive_remnants.html#Evolving-the-grid">Evolving the grid</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_massive_remnants.html#ZAMS-Luminosity-distribution-with-the-initial-mass-function">ZAMS Luminosity distribution with the initial mass function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_massive_remnants.html#A-better-sampled-grid">A better-sampled grid</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html#Setting-up-the-Population-object">Setting up the Population object</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html#Adding-grid-variables">Adding grid variables</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html#Evolving-the-grid">Evolving the grid</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html#ZAMS-Luminosity-distribution-with-the-initial-mass-function">ZAMS Luminosity distribution with the initial mass function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html#A-better-sampled-grid">A better-sampled grid</a></li>
-</ul>
-</li>
-<li class="toctree-l1"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples/notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </div>
 </div>
@@ -290,7 +287,7 @@
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
-        <a href="notebook_individual_systems.html" class="btn btn-neutral float-right" title="Tutorial: Running individual systems with binary_c-python" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="examples/notebook_individual_systems.html" class="btn btn-neutral float-right" title="Tutorial: Running individual systems with binary_c-python" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
         <a href="useful_funcs.html" class="btn btn-neutral float-left" title="useful_funcs module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
@@ -308,9 +305,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/notebook_BHBH.html b/docs/build/html/examples/notebook_BHBH.html
similarity index 99%
rename from docs/build/html/notebook_BHBH.html
rename to docs/build/html/examples/notebook_BHBH.html
index 2b42e06d3..f124e2833 100644
--- a/docs/build/html/notebook_BHBH.html
+++ b/docs/build/html/examples/notebook_BHBH.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Tutorial: Running individual systems with binary_c-python &mdash; binary_c-python  documentation</title>
+  <title>Example use case: Binary black hole systems &mdash; binary_c-python  documentation</title>
   
 
   
@@ -17,30 +17,30 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Example use case: Zero-age stellar luminosity function" href="notebook_massive_remnants.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Example use case: Massive star luminosity" href="notebook_massive_remnants.html" />
     <link rel="prev" title="Example use case: Common-envelope evolution" href="notebook_common_envelope_evolution.html" /> 
 </head>
 
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
@@ -99,16 +99,13 @@
 <li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2 current"><a class="current reference internal" href="#">Tutorial: Running individual systems with binary_c-python</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="#Single-system-with-run_system_wrapper">Single system with run_system_wrapper</a></li>
+<li class="toctree-l2 current"><a class="current reference internal" href="#">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
-</ul>
-</li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -125,7 +122,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -154,17 +151,17 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
-      <li>Tutorial: Running individual systems with binary_c-python</li>
+      <li>Example use case: Binary black hole systems</li>
     
     
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_BHBH.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_BHBH.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -447,14 +444,9 @@ div.rendered_html tbody tr:hover {
     text-align: unset;
 }
 </style>
-<div class="section" id="Tutorial:-Running-individual-systems-with-binary_c-python">
-<h1>Tutorial: Running individual systems with binary_c-python<a class="headerlink" href="#Tutorial:-Running-individual-systems-with-binary_c-python" title="Permalink to this headline">¶</a></h1>
-<p>This notebook will show you how to run single systems and analyze their results.</p>
-<p>It can be useful to have some functions to quickly run a single system to, for example, inspect what evolutionary steps a specific system goes through, to plot the mass loss evolution of a single system, etc.</p>
-<div class="section" id="Single-system-with-run_system_wrapper">
-<h2>Single system with run_system_wrapper<a class="headerlink" href="#Single-system-with-run_system_wrapper" title="Permalink to this headline">¶</a></h2>
-<p>The simplest method to run a single system is to use the run_system wrapper. This function deals with setting up the argument string, makes sure all the required parameters are included and handles setting and cleaning up the custom logging functionality (see notebook_custom_logging).</p>
-<p>As arguments to this function we can add any of the parameters that binary_c itself actually knows, as well as: - custom_logging_code: string containing a Printf statement that binary_c can use to print information - log_filename: path of the logfile that binary_c generates - parse_function: function that handles parsing the output of binary-c</p>
+<div class="section" id="Example-use-case:-Binary-black-hole-systems">
+<h1>Example use case: Binary black hole systems<a class="headerlink" href="#Example-use-case:-Binary-black-hole-systems" title="Permalink to this headline">¶</a></h1>
+<p>TODO: introduce the notebook</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
@@ -5645,7 +5637,6 @@ system 2 / 100
 </pre></div>
 </div>
 </div>
-</div>
 </div>
 
 
@@ -5656,7 +5647,7 @@ system 2 / 100
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
-        <a href="notebook_massive_remnants.html" class="btn btn-neutral float-right" title="Example use case: Zero-age stellar luminosity function" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="notebook_massive_remnants.html" class="btn btn-neutral float-right" title="Example use case: Massive star luminosity" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
         <a href="notebook_common_envelope_evolution.html" class="btn btn-neutral float-left" title="Example use case: Common-envelope evolution" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
@@ -5674,9 +5665,9 @@ system 2 / 100
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/notebook_BHBH.ipynb b/docs/build/html/examples/notebook_BHBH.ipynb
similarity index 98%
rename from docs/build/html/notebook_BHBH.ipynb
rename to docs/build/html/examples/notebook_BHBH.ipynb
index 80b707d95..4afd498b9 100644
--- a/docs/build/html/notebook_BHBH.ipynb
+++ b/docs/build/html/examples/notebook_BHBH.ipynb
@@ -5,27 +5,8 @@
    "id": "a544d28c-c2e1-4c6a-b55b-8caec440743f",
    "metadata": {},
    "source": [
-    "# Tutorial: Running individual systems with binary_c-python\n",
-    "This notebook will show you how to run single systems and analyze their results.\n",
-    "\n",
-    "It can be useful to have some functions to quickly run a single system to, for example, inspect what evolutionary steps a specific system goes through, to plot the mass loss evolution of a single system, etc. "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "dd5d9ec7-5791-45f1-afbd-225947e2a583",
-   "metadata": {
-    "tags": []
-   },
-   "source": [
-    "## Single system with run_system_wrapper\n",
-    "\n",
-    "The simplest method to run a single system is to use the run_system wrapper. This function deals with setting up the argument string, makes sure all the required parameters are included and handles setting and cleaning up the custom logging functionality (see notebook_custom_logging).\n",
-    "\n",
-    "As arguments to this function we can add any of the parameters that binary_c itself actually knows, as well as:\n",
-    "- custom_logging_code: string containing a Printf statement that binary_c can use to print information\n",
-    "- log_filename: path of the logfile that binary_c generates\n",
-    "- parse_function: function that handles parsing the output of binary-c"
+    "# Example use case: Binary black hole systems\n",
+    "TODO: introduce the notebook\n"
    ]
   },
   {
@@ -91,7 +72,13 @@
    "cell_type": "code",
    "execution_count": 3,
    "id": "029fc3f2-f09a-49af-a32b-248505738f2e",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -288,13 +275,7 @@
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=10.0399 Mc\"CO\"=7.43173 type=8) -> kick 1(190) vk=384.535 vr=0 omega=3.4205 phi=-0.103702 -> vn=384.535 ; final sep -102.908 ecc -1 (random count 5) - Runaway v=(-379.582,-106.329,10.8544) |v|=384.535 : companion v=(-5.13796e-51,-1.27569e-103,2.85406e-105), |v|=5.13796e-51 ; - , dm(exploder) = 0.454268, dm(companion) = 0\n",
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n"
      ]
     }
@@ -376,7 +357,13 @@
    "cell_type": "code",
    "execution_count": 5,
    "id": "8018ef52-093d-45ac-a00b-5fb721db3adb",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -558,13 +545,7 @@
       "System 58 has separation -140.9\n",
       "system 59 / 100\n",
       "{'time': 7.4046, 'M1': 5.851, 'M2': 5.873, 'K1': 14.0, 'K2': 14.0, 'separation': -2439.0}\n",
-      "System 59 has separation -2439.0\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "System 59 has separation -2439.0\n",
       "system 60 / 100\n",
       "{'time': 7.4046, 'M1': 5.851, 'M2': 5.873, 'K1': 14.0, 'K2': 14.0, 'separation': -235.82}\n",
       "System 60 has separation -235.82\n",
@@ -742,7 +723,13 @@
    "cell_type": "code",
    "execution_count": 6,
    "id": "3085ba82-430e-48f0-bca3-b19231e6109d",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -944,13 +931,7 @@
       "     7.4046    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     7.4046    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"SN\"\n",
       "     7.4146    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"END_SYMB\"\n",
-      " 15000.0000    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"MAX_TIME\"\n",
       "\n"
      ]
     }
@@ -1238,13 +1219,7 @@
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1369,13 +1344,7 @@
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"SN\"\n",
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.222   18.898 14  14        89.066     14.5 d  0.56   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.898 14  14        89.066     14.5 d  0.56   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1505,13 +1474,7 @@
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1594,13 +1557,7 @@
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1739,13 +1696,7 @@
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1813,13 +1764,7 @@
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1931,13 +1876,7 @@
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"SN\"\n",
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.942 14  14           122     23.2 d  0.82   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.942 14  14           122     23.2 d  0.82   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2016,13 +1955,7 @@
       "{'time': 6.1816, 'M1': 26.224, 'M2': 18.995, 'K1': 14.0, 'K2': 14.0, 'separation': -24.872}\n",
       "System 7 has separation -24.872\n",
       "system 8 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.648}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.648}\n",
       "System 8 has separation -33.648\n",
       "system 9 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1713.8}\n",
@@ -2137,13 +2070,7 @@
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"SN\"\n",
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.039 14  14        141.62       29 d  0.62   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.039 14  14        141.62       29 d  0.62   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2230,13 +2157,7 @@
       "system 6 / 100\n",
       "None\n",
       "system 7 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -62.267}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -62.267}\n",
       "System 7 has separation -62.267\n",
       "system 8 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -42.878}\n",
@@ -2345,13 +2266,7 @@
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"SN\"\n",
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.926 14  14        75.019     11.2 d  0.76   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.926 14  14        75.019     11.2 d  0.76   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2431,13 +2346,7 @@
       "system 6 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -106.87}\n",
       "System 6 has separation -106.87\n",
-      "system 7 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 7 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -89.768}\n",
       "System 7 has separation -89.768\n",
       "system 8 / 100\n",
@@ -2514,13 +2423,7 @@
       "{'time': 6.1819, 'M1': 26.224, 'M2': 18.975, 'K1': 14.0, 'K2': 14.0, 'separation': -23.855}\n",
       "System 1 has separation -23.855\n",
       "system 2 / 100\n",
-      "{'time': 6.1811, 'M1': 26.225, 'M2': 19.036, 'K1': 14.0, 'K2': 14.0, 'separation': -168.1}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1811, 'M1': 26.225, 'M2': 19.036, 'K1': 14.0, 'K2': 14.0, 'separation': -168.1}\n",
       "System 2 has separation -168.1\n",
       "system 3 / 100\n",
       "None\n",
@@ -2603,13 +2506,7 @@
       "System 6 has separation -98.879\n",
       "system 7 / 100\n",
       "{'time': 6.1834, 'M1': 26.221, 'M2': 18.866, 'K1': 14.0, 'K2': 14.0, 'separation': 71.42}\n",
-      "System 7 has separation 71.42\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "System 7 has separation 71.42\n",
       "Found bound BHBH system\n",
       "      TIME      M1       M2   K1  K2           SEP        PER   ECC  R1/ROL1 R2/ROL2  TYPE RANDOM_SEED=26051 RANDOM_COUNT=0\n",
       "     0.0000   60.000   40.000  1   1        3101.2     5.48 y  0.00   0.006   0.006  \"INITIAL \"\n",
@@ -2673,13 +2570,7 @@
       "System 1 has separation -490.65\n",
       "system 2 / 100\n",
       "None\n",
-      "system 3 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 3 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -844.54}\n",
       "System 3 has separation -844.54\n",
       "system 4 / 100\n",
@@ -2803,13 +2694,7 @@
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"SN\"\n",
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.021 14  14        157.05     33.9 d  0.29   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.021 14  14        157.05     33.9 d  0.29   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2932,13 +2817,7 @@
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3051,13 +2930,7 @@
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.8039 Mc\"CO\"=14.1854 type=8) -> kick 1(190) vk=161.317 vr=310.99 omega=3.87813 phi=-1.31958 -> vn=375.785 ; final sep 164.585 ecc 0.464494 (random count 5) - Runaway v=(-42.7184,-100.373,-23.0784) |v|=111.499 : companion v=(225.604,-99.3719,-86.2291), |v|=261.166 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.229   18.804 14  14         164.1     36.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.229   18.804 14  14         164.1     36.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3176,13 +3049,7 @@
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.8941 Mc\"CO\"=14.2552 type=8) -> kick 1(190) vk=151.131 vr=262.883 omega=2.0613 phi=-1.06527 -> vn=331.775 ; final sep 305.952 ecc 0.613167 (random count 5) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.222   18.894 14  14        305.73     92.2 d  0.61   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.894 14  14        305.73     92.2 d  0.61   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3267,13 +3134,7 @@
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3351,13 +3212,7 @@
       "System 1 has separation -168.81\n",
       "system 2 / 100\n",
       "None\n",
-      "system 3 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 3 / 100\n",
       "{'time': 6.1808, 'M1': 26.225, 'M2': 19.057, 'K1': 14.0, 'K2': 14.0, 'separation': -26.38}\n",
       "System 3 has separation -26.38\n",
       "system 4 / 100\n",
@@ -3449,13 +3304,7 @@
       "system 13 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -374.05}\n",
       "System 13 has separation -374.05\n",
-      "system 14 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 14 / 100\n",
       "{'time': 6.181, 'M1': 26.225, 'M2': 19.041, 'K1': 14.0, 'K2': 14.0, 'separation': 236.64}\n",
       "System 14 has separation 236.64\n",
       "Found bound BHBH system\n",
@@ -3586,13 +3435,7 @@
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"SN\"\n",
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.222   18.914 14  14        97.228     16.5 d  0.43   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.914 14  14        97.228     16.5 d  0.43   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3704,13 +3547,7 @@
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.7108 Mc\"CO\"=14.1135 type=8) -> kick 1(190) vk=199.576 vr=332.361 omega=1.41485 phi=-0.652755 -> vn=365.958 ; final sep 98.6161 ecc 0.469056 (random count 5) - Runaway v=(-0.807331,-67.6832,0.168972) |v|=67.6883 : companion v=(254.424,134.518,0.477089), |v|=287.796 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.249   18.711 14  14        96.287     16.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.249   18.711 14  14        96.287     16.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3838,13 +3675,7 @@
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3953,13 +3784,7 @@
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4046,13 +3871,7 @@
       "     6.1847   26.236   18.783 14  14        113.51     20.9 d  0.29   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1847   26.236   18.783 14  14        113.51     20.9 d  0.29   0.000   0.000  \"SN\"\n",
       " 15000.0000   26.236   18.783 14  14        112.85     20.7 d  0.29   0.000   0.000  \"MAX_TIME\"\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -48.404}\n",
@@ -4115,13 +3934,7 @@
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4206,13 +4019,7 @@
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"SN\"\n",
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.984 14  14        763.81      364 d  0.79   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.984 14  14        763.81      364 d  0.79   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4291,13 +4098,7 @@
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1722.6}\n",
       "System 5 has separation -1722.6\n",
       "system 6 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1571.7}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1571.7}\n",
       "System 6 has separation -1571.7\n",
       "system 7 / 100\n",
       "None\n",
@@ -4424,13 +4225,7 @@
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"SN\"\n",
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.922 14  14        1663.3      3.2 y  0.98   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.922 14  14        1663.3      3.2 y  0.98   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4508,13 +4303,7 @@
       "system 4 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -121.45}\n",
       "System 4 has separation -121.45\n",
-      "system 5 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 5 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -209.29}\n",
       "System 5 has separation -209.29\n",
       "system 6 / 100\n",
@@ -4611,13 +4400,7 @@
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -42.805}\n",
       "System 6 has separation -42.805\n",
       "system 7 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -86.593}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -86.593}\n",
       "System 7 has separation -86.593\n",
       "system 8 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.049}\n",
@@ -4693,13 +4476,7 @@
       "system 5 / 100\n",
       "{'time': 6.1817, 'M1': 26.224, 'M2': 18.986, 'K1': 14.0, 'K2': 14.0, 'separation': -78.905}\n",
       "System 5 has separation -78.905\n",
-      "system 6 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 6 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -58.583}\n",
       "System 6 has separation -58.583\n",
       "system 7 / 100\n",
@@ -4826,13 +4603,7 @@
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"SN\"\n",
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.952 14  14        132.51     26.3 d  0.42   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.952 14  14        132.51     26.3 d  0.42   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4959,13 +4730,7 @@
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"SN\"\n",
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.013 14  14        195.12     46.9 d  0.11   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.013 14  14        195.12     46.9 d  0.11   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5071,13 +4836,7 @@
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5205,13 +4964,7 @@
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"SN\"\n",
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.984 14  14        238.83     63.6 d  0.62   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.984 14  14        238.83     63.6 d  0.62   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5331,13 +5084,7 @@
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"SN\"\n",
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.957 14  14        144.35     29.9 d  0.23   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.957 14  14        144.35     29.9 d  0.23   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5420,13 +5167,7 @@
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"SN\"\n",
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.998 14  14        246.39     66.6 d  0.33   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.998 14  14        246.39     66.6 d  0.33   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5528,7 +5269,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -5542,7 +5283,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/notebook_HRD.html b/docs/build/html/examples/notebook_HRD.html
similarity index 96%
rename from docs/build/html/notebook_HRD.html
rename to docs/build/html/examples/notebook_HRD.html
index efad2691c..64891c3e7 100644
--- a/docs/build/html/notebook_HRD.html
+++ b/docs/build/html/examples/notebook_HRD.html
@@ -17,29 +17,29 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Example use case: Common-envelope evolution" href="notebook_common_envelope_evolution.html" />
     <link rel="prev" title="Example use case: Zero-age stellar luminosity function in binaries" href="notebook_luminosity_function_binaries.html" /> 
 </head>
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
@@ -106,13 +106,13 @@
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -129,7 +129,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -158,9 +158,9 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
       <li>Example use case: Hertzsprung-Russell diagrams</li>
     
@@ -168,7 +168,7 @@
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_HRD.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_HRD.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -917,7 +917,7 @@ Text(0, 0.5, &#39;$\\log_{10} (L/$L$_{☉})$&#39;)
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_HRD_14_2.png" src="_images/notebook_HRD_14_2.png" />
+<img alt="../_images/examples_notebook_HRD_14_2.png" src="../_images/examples_notebook_HRD_14_2.png" />
 </div>
 </div>
 <p>We now have an HRD. It took longer to make the plot than to run the stars with <em>binary_c</em>!</p>
@@ -1130,7 +1130,7 @@ Text(0, 0.5, &#39;$\\log_{10} (L/$L$_{☉})$&#39;)
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_HRD_19_2.png" src="_images/notebook_HRD_19_2.png" />
+<img alt="../_images/examples_notebook_HRD_19_2.png" src="../_images/examples_notebook_HRD_19_2.png" />
 </div>
 </div>
 <p>We plot here the track for the primary star only. You can see immediately where stars merge on the main sequence: the tracks move very suddenly where usually evolution on the main sequence is smooth.</p>
@@ -1341,7 +1341,7 @@ Text(0, 0.5, &#39;$\\log_{10} (L/$L$_{☉})$&#39;)
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_HRD_23_2.png" src="_images/notebook_HRD_23_2.png" />
+<img alt="../_images/examples_notebook_HRD_23_2.png" src="../_images/examples_notebook_HRD_23_2.png" />
 </div>
 </div>
 <p>You now see the interaction in the jerky red-giant tracks where the stars interact. These probably, depending on the mass ratio at the moment of interaction, go through a common-envelope phase. The system can merge (most of the above do) but not all. The interaction is so strong on the RGB of the <span class="math notranslate nohighlight">\(1\mathrm{M}_\odot\)</span> star that the stellar evolution is terminated before it reaches the RGB tip, so it never ignites helium. This is how helium white dwarfs are probably made.</p>
@@ -1413,7 +1413,7 @@ Text(0, 0.5, &#39;$\\log_{10} (L/$L$_{☉})$&#39;)
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_HRD_26_2.png" src="_images/notebook_HRD_26_2.png" />
+<img alt="../_images/examples_notebook_HRD_26_2.png" src="../_images/examples_notebook_HRD_26_2.png" />
 </div>
 </div>
 <p>Remember, all these stars start with a <span class="math notranslate nohighlight">\(1\mathrm{M}_\odot\)</span> binary, which begins at <span class="math notranslate nohighlight">\(\log_{10}(T_\mathrm{eff}/\mathrm{K})\sim 3.750\)</span>, <span class="math notranslate nohighlight">\(\log_{10}L/\mathrm{L}_\odot \sim 0\)</span>. The <span class="math notranslate nohighlight">\(1\mathrm{M}_\odot\)</span>-<span class="math notranslate nohighlight">\(1\mathrm{M}_\odot\)</span> binary evolves like two single stars until they interact up the giant branch at about <span class="math notranslate nohighlight">\(\log_{10} (L/\mathrm{L}_\odot) \sim 2.5\)</span>, the others interact long before they evolve very far on the main sequence: you can just about see their tracks at the
@@ -1457,9 +1457,9 @@ very start.</p>
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/notebook_HRD.ipynb b/docs/build/html/examples/notebook_HRD.ipynb
similarity index 100%
rename from docs/build/html/notebook_HRD.ipynb
rename to docs/build/html/examples/notebook_HRD.ipynb
diff --git a/docs/build/html/notebook_api_functionality.html b/docs/build/html/examples/notebook_api_functionality.html
similarity index 98%
rename from docs/build/html/notebook_api_functionality.html
rename to docs/build/html/examples/notebook_api_functionality.html
index 6c075cfe7..4eeb107c6 100644
--- a/docs/build/html/notebook_api_functionality.html
+++ b/docs/build/html/examples/notebook_api_functionality.html
@@ -17,29 +17,29 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Example use case: Zero-age stellar luminosity function" href="notebook_luminosity_function_single.html" />
     <link rel="prev" title="Tutorial: Extra features and functionality of binary_c-python" href="notebook_extra_features.html" /> 
 </head>
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
@@ -106,13 +106,13 @@
 <li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -129,7 +129,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -158,9 +158,9 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
       <li>Tutorial: Using the API functionality of binary_c-python</li>
     
@@ -168,7 +168,7 @@
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_api_functionality.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_api_functionality.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -1382,9 +1382,9 @@ MAXIMUM MASS RATIO 0.0141
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/notebook_api_functionality.ipynb b/docs/build/html/examples/notebook_api_functionality.ipynb
similarity index 100%
rename from docs/build/html/notebook_api_functionality.ipynb
rename to docs/build/html/examples/notebook_api_functionality.ipynb
diff --git a/docs/build/html/notebook_common_envelope_evolution.html b/docs/build/html/examples/notebook_common_envelope_evolution.html
similarity index 95%
rename from docs/build/html/notebook_common_envelope_evolution.html
rename to docs/build/html/examples/notebook_common_envelope_evolution.html
index c613f2281..2a1a30432 100644
--- a/docs/build/html/notebook_common_envelope_evolution.html
+++ b/docs/build/html/examples/notebook_common_envelope_evolution.html
@@ -17,30 +17,30 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Tutorial: Running individual systems with binary_c-python" href="notebook_BHBH.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Example use case: Binary black hole systems" href="notebook_BHBH.html" />
     <link rel="prev" title="Example use case: Hertzsprung-Russell diagrams" href="notebook_HRD.html" /> 
 </head>
 
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
@@ -105,13 +105,13 @@
 <li class="toctree-l3"><a class="reference internal" href="#Evolving-the-grid">Evolving the grid</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -128,7 +128,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -157,9 +157,9 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
       <li>Example use case: Common-envelope evolution</li>
     
@@ -167,7 +167,7 @@
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_common_envelope_evolution.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_common_envelope_evolution.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -1178,7 +1178,7 @@ Text(0, 0.5, &#39;Number of stars&#39;)
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_common_envelope_evolution_14_2.png" src="_images/notebook_common_envelope_evolution_14_2.png" />
+<img alt="../_images/examples_notebook_common_envelope_evolution_14_2.png" src="../_images/examples_notebook_common_envelope_evolution_14_2.png" />
 </div>
 </div>
 <p>You can see that common-envelope evolution shrinks stellar orbits, just as we expect. Pre-CEE, most orbits are in the range <span class="math notranslate nohighlight">\(10\)</span> to <span class="math notranslate nohighlight">\(1000\text{ }\mathrm{d}\)</span>, while after CEE the distribution peaks at about <span class="math notranslate nohighlight">\(1\text{ }\mathrm{d}\)</span>. Some of these orbits are very short: <span class="math notranslate nohighlight">\(\log_{10}(-2) = 0.01\text{ }\mathrm{d}\sim10\text{ }\mathrm{minutes}\)</span>. Such systems are prime candidates for exciting astrophysics: novae, type Ia supernovae and gravitational wave sources.</p>
@@ -1195,7 +1195,7 @@ Try different <span class="math notranslate nohighlight">\(\alpha_\mathrm{CE}\)<
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
-        <a href="notebook_BHBH.html" class="btn btn-neutral float-right" title="Tutorial: Running individual systems with binary_c-python" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="notebook_BHBH.html" class="btn btn-neutral float-right" title="Example use case: Binary black hole systems" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
         <a href="notebook_HRD.html" class="btn btn-neutral float-left" title="Example use case: Hertzsprung-Russell diagrams" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
@@ -1213,9 +1213,9 @@ Try different <span class="math notranslate nohighlight">\(\alpha_\mathrm{CE}\)<
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/notebook_common_envelope_evolution.ipynb b/docs/build/html/examples/notebook_common_envelope_evolution.ipynb
similarity index 100%
rename from docs/build/html/notebook_common_envelope_evolution.ipynb
rename to docs/build/html/examples/notebook_common_envelope_evolution.ipynb
diff --git a/docs/build/html/notebook_custom_logging.html b/docs/build/html/examples/notebook_custom_logging.html
similarity index 94%
rename from docs/build/html/notebook_custom_logging.html
rename to docs/build/html/examples/notebook_custom_logging.html
index a35d32be6..c31f73029 100644
--- a/docs/build/html/notebook_custom_logging.html
+++ b/docs/build/html/examples/notebook_custom_logging.html
@@ -17,29 +17,29 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Tutorial: Running populations with binary_c-python" href="notebook_population.html" />
     <link rel="prev" title="Tutorial: Running individual systems with binary_c-python" href="notebook_individual_systems.html" /> 
 </head>
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Tutorial: Using custom logging routines with binary_c-python</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#Usage">Usage</a><ul>
@@ -111,13 +111,13 @@
 <li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -134,7 +134,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -163,9 +163,9 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
       <li>Tutorial: Using custom logging routines with binary_c-python</li>
     
@@ -173,7 +173,7 @@
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_custom_logging.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_custom_logging.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -878,9 +878,9 @@ EXAMPLE_SN             1.050651207308e+01 1.59452 9.34213 20 12 13 5 1 6.55458 4
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/notebook_custom_logging.ipynb b/docs/build/html/examples/notebook_custom_logging.ipynb
similarity index 100%
rename from docs/build/html/notebook_custom_logging.ipynb
rename to docs/build/html/examples/notebook_custom_logging.ipynb
diff --git a/docs/build/html/notebook_extra_features.html b/docs/build/html/examples/notebook_extra_features.html
similarity index 89%
rename from docs/build/html/notebook_extra_features.html
rename to docs/build/html/examples/notebook_extra_features.html
index 16df0e384..343230b08 100644
--- a/docs/build/html/notebook_extra_features.html
+++ b/docs/build/html/examples/notebook_extra_features.html
@@ -17,29 +17,29 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Tutorial: Using the API functionality of binary_c-python" href="notebook_api_functionality.html" />
     <link rel="prev" title="Tutorial: Running populations with binary_c-python" href="notebook_population.html" /> 
 </head>
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
@@ -106,13 +106,13 @@
 <li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -129,7 +129,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -158,9 +158,9 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
       <li>Tutorial: Extra features and functionality of binary_c-python</li>
     
@@ -168,7 +168,7 @@
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_extra_features.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_extra_features.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -624,9 +624,9 @@ dict_keys([&#39;networks&#39;, &#39;isotopes&#39;, &#39;argpairs&#39;, &#39;ense
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/notebook_extra_features.ipynb b/docs/build/html/examples/notebook_extra_features.ipynb
similarity index 100%
rename from docs/build/html/notebook_extra_features.ipynb
rename to docs/build/html/examples/notebook_extra_features.ipynb
diff --git a/docs/build/html/notebook_individual_systems.html b/docs/build/html/examples/notebook_individual_systems.html
similarity index 94%
rename from docs/build/html/notebook_individual_systems.html
rename to docs/build/html/examples/notebook_individual_systems.html
index d3c0fb964..760e129dc 100644
--- a/docs/build/html/notebook_individual_systems.html
+++ b/docs/build/html/examples/notebook_individual_systems.html
@@ -17,31 +17,31 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Tutorial: Using custom logging routines with binary_c-python" href="notebook_custom_logging.html" />
-    <link rel="prev" title="Example notebooks" href="example_notebooks.html" /> 
+    <link rel="prev" title="Example notebooks" href="../example_notebooks.html" /> 
 </head>
 
 <body class="wy-body-for-nav">
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Tutorial: Running individual systems with binary_c-python</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#Single-system-with-run_system_wrapper">Single system with run_system_wrapper</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#Single-system-via-population-object">Single system via population object</a></li>
@@ -104,13 +104,13 @@
 <li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -127,7 +127,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -156,9 +156,9 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
       <li>Tutorial: Running individual systems with binary_c-python</li>
     
@@ -166,7 +166,7 @@
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_individual_systems.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_individual_systems.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -910,7 +910,7 @@ SINGLE_STAR_LIFETIME 15 14.9927
         <a href="notebook_custom_logging.html" class="btn btn-neutral float-right" title="Tutorial: Using custom logging routines with binary_c-python" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="example_notebooks.html" class="btn btn-neutral float-left" title="Example notebooks" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="../example_notebooks.html" class="btn btn-neutral float-left" title="Example notebooks" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -925,9 +925,9 @@ SINGLE_STAR_LIFETIME 15 14.9927
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/notebook_individual_systems.ipynb b/docs/build/html/examples/notebook_individual_systems.ipynb
similarity index 100%
rename from docs/build/html/notebook_individual_systems.ipynb
rename to docs/build/html/examples/notebook_individual_systems.ipynb
diff --git a/docs/build/html/notebook_luminosity_function_binaries.html b/docs/build/html/examples/notebook_luminosity_function_binaries.html
similarity index 95%
rename from docs/build/html/notebook_luminosity_function_binaries.html
rename to docs/build/html/examples/notebook_luminosity_function_binaries.html
index 7f411102e..6b4f3ee59 100644
--- a/docs/build/html/notebook_luminosity_function_binaries.html
+++ b/docs/build/html/examples/notebook_luminosity_function_binaries.html
@@ -17,29 +17,29 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Example use case: Hertzsprung-Russell diagrams" href="notebook_HRD.html" />
     <link rel="prev" title="Example use case: Zero-age stellar luminosity function" href="notebook_luminosity_function_single.html" /> 
 </head>
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
@@ -105,13 +105,13 @@
 </li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -128,7 +128,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -157,9 +157,9 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
       <li>Example use case: Zero-age stellar luminosity function in binaries</li>
     
@@ -167,7 +167,7 @@
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_luminosity_function_binaries.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_luminosity_function_binaries.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -1232,37 +1232,28 @@ Done population run!
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_luminosity_function_binaries_20_1.png" src="_images/notebook_luminosity_function_binaries_20_1.png" />
+<img alt="../_images/examples_notebook_luminosity_function_binaries_20_1.png" src="../_images/examples_notebook_luminosity_function_binaries_20_1.png" />
 </div>
 </div>
 <p>You can see that the secondary stars are dimmer than the primaries - which you expect given they are lower in mass (by definition q=M2/M1&lt;1).</p>
 <p>Weirdly, in some places the primary distribution may exceed the unresolved distribution. This is a bit unphysical, but in this case is usually caused by limited resolution. If you increase the number of stars in the grid, this problem should go away (at a cost of more CPU time).</p>
-<div class="nbinput docutils container">
-<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[12]:
+<p>Things to try:</p>
+<ul class="simple">
+<li><p>Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?</p></li>
+<li><p>Alter the metallicity, does this make much of a difference?</p></li>
+<li><p>Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.</p></li>
+<li><p>How might you go about comparing these computed observations to real stars?</p></li>
+<li><p>What about evolved stars? Here we consider only the <em>zero-age</em> main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?</p></li>
+</ul>
+<div class="nbinput nblast docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
 <div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>Things to try:
-* Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?
-* Alter the metallicity, does this make much of a difference?
-* Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.
-* How might you go about comparing these computed observations to real stars?
-* What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?
+<span></span>
 </pre></div>
 </div>
 </div>
-<div class="nboutput nblast docutils container">
-<div class="prompt empty docutils container">
-</div>
-<div class="output_area docutils container">
-<div class="highlight"><pre>
-<span class="ansi-cyan-fg">  File </span><span class="ansi-green-fg">&#34;/tmp/ipykernel_518916/2944163245.py&#34;</span><span class="ansi-cyan-fg">, line </span><span class="ansi-green-fg">1</span>
-<span class="ansi-red-fg">    Things to try:</span>
-           ^
-<span class="ansi-red-fg">SyntaxError</span><span class="ansi-red-fg">:</span> invalid syntax
-
-</pre></div></div>
-</div>
 </div>
 </div>
 
@@ -1292,9 +1283,9 @@ Done population run!
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/doctrees/nbsphinx/notebook_luminosity_function_binaries.ipynb b/docs/build/html/examples/notebook_luminosity_function_binaries.ipynb
similarity index 99%
rename from docs/build/doctrees/nbsphinx/notebook_luminosity_function_binaries.ipynb
rename to docs/build/html/examples/notebook_luminosity_function_binaries.ipynb
index 8eabffc08..d096455b0 100644
--- a/docs/build/doctrees/nbsphinx/notebook_luminosity_function_binaries.ipynb
+++ b/docs/build/html/examples/notebook_luminosity_function_binaries.ipynb
@@ -869,33 +869,31 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "99e25a72-54e6-4826-b0e5-4a02460b857d",
+   "cell_type": "markdown",
+   "id": "e0601000-a4c9-4073-a695-10a664e532f0",
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "SyntaxError",
-     "evalue": "invalid syntax (2944163245.py, line 1)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;36m  File \u001b[0;32m\"/tmp/ipykernel_518916/2944163245.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    Things to try:\u001b[0m\n\u001b[0m           ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
-     ]
-    }
-   ],
    "source": [
     "Things to try:\n",
-    "* Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?\n",
-    "* Alter the metallicity, does this make much of a difference?\n",
-    "* Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.\n",
-    "* How might you go about comparing these computed observations to real stars?\n",
-    "* What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?"
+    "\n",
+    " * Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?\n",
+    " * Alter the metallicity, does this make much of a difference?\n",
+    " * Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.\n",
+    " * How might you go about comparing these computed observations to real stars?\n",
+    " * What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "abb096b0-7c57-43d6-a9f7-56bdd21dc542",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -909,7 +907,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/notebook_luminosity_function_single.html b/docs/build/html/examples/notebook_luminosity_function_single.html
similarity index 95%
rename from docs/build/html/notebook_luminosity_function_single.html
rename to docs/build/html/examples/notebook_luminosity_function_single.html
index b46badd18..5f6f3dcd7 100644
--- a/docs/build/html/notebook_luminosity_function_single.html
+++ b/docs/build/html/examples/notebook_luminosity_function_single.html
@@ -17,29 +17,29 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Example use case: Zero-age stellar luminosity function in binaries" href="notebook_luminosity_function_binaries.html" />
     <link rel="prev" title="Tutorial: Using the API functionality of binary_c-python" href="notebook_api_functionality.html" /> 
 </head>
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
@@ -107,13 +107,13 @@
 <li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -130,7 +130,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -159,9 +159,9 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
       <li>Example use case: Zero-age stellar luminosity function</li>
     
@@ -169,7 +169,7 @@
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_luminosity_function_single.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_luminosity_function_single.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -924,9 +924,9 @@ evolution? * Binary stars! (see notebook_luminosity_function_binaries.ipynb)</p>
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/source/notebook_luminosity_function_single.ipynb b/docs/build/html/examples/notebook_luminosity_function_single.ipynb
similarity index 99%
rename from docs/source/notebook_luminosity_function_single.ipynb
rename to docs/build/html/examples/notebook_luminosity_function_single.ipynb
index 2fc879dc4..4422377c9 100644
--- a/docs/source/notebook_luminosity_function_single.ipynb
+++ b/docs/build/html/examples/notebook_luminosity_function_single.ipynb
@@ -605,7 +605,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -619,7 +619,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/notebook_massive_remnants.html b/docs/build/html/examples/notebook_massive_remnants.html
similarity index 93%
rename from docs/build/html/notebook_massive_remnants.html
rename to docs/build/html/examples/notebook_massive_remnants.html
index 467c9149d..94e976e3f 100644
--- a/docs/build/html/notebook_massive_remnants.html
+++ b/docs/build/html/examples/notebook_massive_remnants.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Example use case: Zero-age stellar luminosity function &mdash; binary_c-python  documentation</title>
+  <title>Example use case: Massive star luminosity &mdash; binary_c-python  documentation</title>
   
 
   
@@ -17,31 +17,31 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Solar system using the API functionality" href="notebook_solar_system.html" />
-    <link rel="prev" title="Tutorial: Running individual systems with binary_c-python" href="notebook_BHBH.html" /> 
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Example use case: Solar system using the API functionality" href="notebook_solar_system.html" />
+    <link rel="prev" title="Example use case: Binary black hole systems" href="notebook_BHBH.html" /> 
 </head>
 
 <body class="wy-body-for-nav">
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
@@ -99,8 +99,8 @@
 <li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2 current"><a class="current reference internal" href="#">Example use case: Zero-age stellar luminosity function</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2 current"><a class="current reference internal" href="#">Example use case: Massive star luminosity</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#Setting-up-the-Population-object">Setting up the Population object</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#Adding-grid-variables">Adding grid variables</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#Setting-logging-and-handling-the-output">Setting logging and handling the output</a></li>
@@ -109,11 +109,11 @@
 <li class="toctree-l3"><a class="reference internal" href="#A-better-sampled-grid">A better-sampled grid</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -130,7 +130,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -159,17 +159,17 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
-      <li>Example use case: Zero-age stellar luminosity function</li>
+      <li>Example use case: Massive star luminosity</li>
     
     
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_massive_remnants.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_massive_remnants.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -452,8 +452,8 @@ div.rendered_html tbody tr:hover {
     text-align: unset;
 }
 </style>
-<div class="section" id="Example-use-case:-Zero-age-stellar-luminosity-function">
-<h1>Example use case: Zero-age stellar luminosity function<a class="headerlink" href="#Example-use-case:-Zero-age-stellar-luminosity-function" title="Permalink to this headline">¶</a></h1>
+<div class="section" id="Example-use-case:-Massive-star-luminosity">
+<h1>Example use case: Massive star luminosity<a class="headerlink" href="#Example-use-case:-Massive-star-luminosity" title="Permalink to this headline">¶</a></h1>
 <p>In this notebook we compute the luminosity function of the zero-age main-sequence by running a population of single stars using binary_c.</p>
 <p>We start by loading in some standard Python modules and the binary_c module.</p>
 <div class="nbinput nblast docutils container">
@@ -786,7 +786,7 @@ There were no errors found in this run.
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_massive_remnants_20_1.png" src="_images/notebook_massive_remnants_20_1.png" />
+<img alt="../_images/examples_notebook_massive_remnants_20_1.png" src="../_images/examples_notebook_massive_remnants_20_1.png" />
 </div>
 </div>
 <p>Does this look like a reasonable stellar luminosity function to you? The implication is that the most likely stellar luminosity is 105.8 L☉! Clearly, this is not very realistic… let’s see what went wrong.</p>
@@ -882,7 +882,7 @@ There were no errors found in this run.
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_massive_remnants_25_1.png" src="_images/notebook_massive_remnants_25_1.png" />
+<img alt="../_images/examples_notebook_massive_remnants_25_1.png" src="../_images/examples_notebook_massive_remnants_25_1.png" />
 </div>
 </div>
 <p>This distribution is peaked at low luminosity, as one expects from observations, but the resolution is clearly not great because it’s not smooth - it’s spiky!</p>
@@ -992,7 +992,7 @@ There were no errors found in this run.
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_massive_remnants_33_0.png" src="_images/notebook_massive_remnants_33_0.png" />
+<img alt="../_images/examples_notebook_massive_remnants_33_0.png" src="../_images/examples_notebook_massive_remnants_33_0.png" />
 </div>
 </div>
 <p>Most stars are low mass red dwarfs, with small luminosities. Without the IMF weighting, our model population would have got this completely wrong!</p>
@@ -1000,6 +1000,15 @@ There were no errors found in this run.
 <p>Remember you can play with the binwidth too. If you want a very accurate distribution you need a narrow binwidth, but then you’ll also need high resolution (lots of stars) so lots of CPU time, hence cost, CO2, etc.</p>
 <p>Things to try: * Change the resolution to make the distributions smoother: what about error bars, how would you do that? * Different initial distributions: the Kroupa distribution isn’t the only one out there * Change the metallicity and mass ranges * What about a non-constant star formation rate? This is more of a challenge! * What about evolved stars? Here we consider only the <em>zero-age</em> main sequnece. What about other main-sequence stars? What about stars in later phases of stellar
 evolution? * Binary stars! (see notebook_luminosity_function_binaries.ipynb)</p>
+<div class="nbinput nblast docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span>
+</pre></div>
+</div>
+</div>
 </div>
 </div>
 
@@ -1011,10 +1020,10 @@ evolution? * Binary stars! (see notebook_luminosity_function_binaries.ipynb)</p>
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
-        <a href="notebook_solar_system.html" class="btn btn-neutral float-right" title="Solar system using the API functionality" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="notebook_solar_system.html" class="btn btn-neutral float-right" title="Example use case: Solar system using the API functionality" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="notebook_BHBH.html" class="btn btn-neutral float-left" title="Tutorial: Running individual systems with binary_c-python" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="notebook_BHBH.html" class="btn btn-neutral float-left" title="Example use case: Binary black hole systems" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -1029,9 +1038,9 @@ evolution? * Binary stars! (see notebook_luminosity_function_binaries.ipynb)</p>
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/source/notebook_massive_remnants.ipynb b/docs/build/html/examples/notebook_massive_remnants.ipynb
similarity index 99%
rename from docs/source/notebook_massive_remnants.ipynb
rename to docs/build/html/examples/notebook_massive_remnants.ipynb
index f7586281e..6943c9d53 100644
--- a/docs/source/notebook_massive_remnants.ipynb
+++ b/docs/build/html/examples/notebook_massive_remnants.ipynb
@@ -7,7 +7,7 @@
     "tags": []
    },
    "source": [
-    "# Example use case: Zero-age stellar luminosity function\n",
+    "# Example use case: Massive star luminosity\n",
     "\n",
     "In this notebook we compute the luminosity function of the zero-age main-sequence by running a population of single stars using binary_c. \n",
     "\n",
@@ -718,18 +718,26 @@
    "metadata": {},
    "source": [
     "Things to try:\n",
-    "* Change the resolution to make the distributions smoother: what about error bars, how would you do that?\n",
-    "* Different initial distributions: the Kroupa distribution isn't the only one out there\n",
-    "* Change the metallicity and mass ranges\n",
-    "* What about a non-constant star formation rate? This is more of a challenge!\n",
-    "* What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?\n",
-    "* Binary stars! (see notebook_luminosity_function_binaries.ipynb)"
+    " * Change the resolution to make the distributions smoother: what about error bars, how would you do that?\n",
+    " * Different initial distributions: the Kroupa distribution isn't the only one out there\n",
+    " * Change the metallicity and mass ranges\n",
+    " * What about a non-constant star formation rate? This is more of a challenge!\n",
+    " * What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?\n",
+    " * Binary stars! (see notebook_luminosity_function_binaries.ipynb)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5abd0935-3957-4859-80c1-6f5d7ce4b614",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -743,7 +751,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/notebook_population.html b/docs/build/html/examples/notebook_population.html
similarity index 97%
rename from docs/build/html/notebook_population.html
rename to docs/build/html/examples/notebook_population.html
index 833803bf5..65f57286f 100644
--- a/docs/build/html/notebook_population.html
+++ b/docs/build/html/examples/notebook_population.html
@@ -17,29 +17,29 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Tutorial: Extra features and functionality of binary_c-python" href="notebook_extra_features.html" />
     <link rel="prev" title="Tutorial: Using custom logging routines with binary_c-python" href="notebook_custom_logging.html" /> 
 </head>
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Tutorial: Running populations with binary_c-python</a><ul>
@@ -107,13 +107,13 @@
 <li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -130,7 +130,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -159,9 +159,9 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
       <li>Tutorial: Running populations with binary_c-python</li>
     
@@ -169,7 +169,7 @@
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_population.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_population.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -1500,9 +1500,9 @@ time mass_1 zams_mass_1 mass_2 zams_mass_2 stellar_type_1 prev_stellar_type_1 st
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/notebook_population.ipynb b/docs/build/html/examples/notebook_population.ipynb
similarity index 100%
rename from docs/build/html/notebook_population.ipynb
rename to docs/build/html/examples/notebook_population.ipynb
diff --git a/docs/build/html/notebook_solar_system.html b/docs/build/html/examples/notebook_solar_system.html
similarity index 90%
rename from docs/build/html/notebook_solar_system.html
rename to docs/build/html/examples/notebook_solar_system.html
index 5e1b53716..10148d94f 100644
--- a/docs/build/html/notebook_solar_system.html
+++ b/docs/build/html/examples/notebook_solar_system.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Solar system using the API functionality &mdash; binary_c-python  documentation</title>
+  <title>Example use case: Solar system using the API functionality &mdash; binary_c-python  documentation</title>
   
 
   
@@ -17,31 +17,31 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-        <script src="_static/jquery.js"></script>
-        <script src="_static/underscore.js"></script>
-        <script src="_static/doctools.js"></script>
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
         <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
     
-    <script type="text/javascript" src="_static/js/theme.js"></script>
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
     
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
-    <link rel="index" title="Index" href="genindex.html" />
-    <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Binary_c parameters" href="binary_c_parameters.html" />
-    <link rel="prev" title="Example use case: Zero-age stellar luminosity function" href="notebook_massive_remnants.html" /> 
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Binary_c parameters" href="../binary_c_parameters.html" />
+    <link rel="prev" title="Example use case: Massive star luminosity" href="notebook_massive_remnants.html" /> 
 </head>
 
 <body class="wy-body-for-nav">
@@ -55,7 +55,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> binary_c-python
+            <a href="../index.html" class="icon icon-home"> binary_c-python
           
 
           
@@ -68,7 +68,7 @@
 
           
 <div role="search">
-  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
     <input type="text" name="q" placeholder="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
@@ -87,9 +87,9 @@
             
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a></li>
-<li class="toctree-l1"><a class="reference internal" href="modules.html">Binarycpython code</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../example_notebooks.html">Example notebooks</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
@@ -99,13 +99,13 @@
 <li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
 <li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2 current"><a class="current reference internal" href="#">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2 current"><a class="current reference internal" href="#">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a></li>
-<li class="toctree-l1"><a class="reference internal" href="grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../grid_options_descriptions.html">Population grid code options</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
 <li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
 </ul>
@@ -122,7 +122,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">binary_c-python</a>
+          <a href="../index.html">binary_c-python</a>
         
       </nav>
 
@@ -151,17 +151,17 @@
 
   <ul class="wy-breadcrumbs">
     
-      <li><a href="index.html">Docs</a> &raquo;</li>
+      <li><a href="../index.html">Docs</a> &raquo;</li>
         
-          <li><a href="example_notebooks.html">Example notebooks</a> &raquo;</li>
+          <li><a href="../example_notebooks.html">Example notebooks</a> &raquo;</li>
         
-      <li>Solar system using the API functionality</li>
+      <li>Example use case: Solar system using the API functionality</li>
     
     
       <li class="wy-breadcrumbs-aside">
         
             
-            <a href="_sources/notebook_solar_system.ipynb.txt" rel="nofollow"> View page source</a>
+            <a href="../_sources/examples/notebook_solar_system.ipynb.txt" rel="nofollow"> View page source</a>
           
         
       </li>
@@ -444,8 +444,8 @@ div.rendered_html tbody tr:hover {
     text-align: unset;
 }
 </style>
-<div class="section" id="Solar-system-using-the-API-functionality">
-<h1>Solar system using the API functionality<a class="headerlink" href="#Solar-system-using-the-API-functionality" title="Permalink to this headline">¶</a></h1>
+<div class="section" id="Example-use-case:-Solar-system-using-the-API-functionality">
+<h1>Example use case: Solar system using the API functionality<a class="headerlink" href="#Example-use-case:-Solar-system-using-the-API-functionality" title="Permalink to this headline">¶</a></h1>
 <p>We use the API interface to construct a model of the Solar system.</p>
 <p>First we must construct the argument string that we pass to binary_c</p>
 <div class="nbinput nblast docutils container">
@@ -617,7 +617,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_solar_system_8_1.png" src="_images/notebook_solar_system_8_1.png" />
+<img alt="../_images/examples_notebook_solar_system_8_1.png" src="../_images/examples_notebook_solar_system_8_1.png" />
 </div>
 </div>
 <p>The inner objects are swallowed by the Sun when it becomes a red giant. Earth survives, although mass loss from the red-giant Sun and tides mess with its orbit somewhat. Jupiter is pushed out beyond the orbits of Saturn and Uranus, and this simple model assumes they are ejected in the interaction because Jupiter is (far) more massive. There are options to detect when its orbit is too close to Neptune, and hence possibly eject Neptune, but I’ll let you explore these.</p>
@@ -673,7 +673,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt empty docutils container">
 </div>
 <div class="output_area docutils container">
-<img alt="_images/notebook_solar_system_10_1.png" src="_images/notebook_solar_system_10_1.png" />
+<img alt="../_images/examples_notebook_solar_system_10_1.png" src="../_images/examples_notebook_solar_system_10_1.png" />
 </div>
 </div>
 <p>It gets a little toasty on Earth in the not too distant future!</p>
@@ -696,10 +696,10 @@ div.rendered_html tbody tr:hover {
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
-        <a href="binary_c_parameters.html" class="btn btn-neutral float-right" title="Binary_c parameters" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="../binary_c_parameters.html" class="btn btn-neutral float-right" title="Binary_c parameters" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="notebook_massive_remnants.html" class="btn btn-neutral float-left" title="Example use case: Zero-age stellar luminosity function" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="notebook_massive_remnants.html" class="btn btn-neutral float-left" title="Example use case: Massive star luminosity" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -714,9 +714,9 @@ div.rendered_html tbody tr:hover {
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/source/notebook_solar_system.ipynb b/docs/build/html/examples/notebook_solar_system.ipynb
similarity index 99%
rename from docs/source/notebook_solar_system.ipynb
rename to docs/build/html/examples/notebook_solar_system.ipynb
index 67556a655..2b343a8f4 100644
--- a/docs/source/notebook_solar_system.ipynb
+++ b/docs/build/html/examples/notebook_solar_system.ipynb
@@ -3,9 +3,11 @@
   {
    "cell_type": "markdown",
    "id": "ddc06da3-fc68-4c6f-8067-14ea862b964d",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "source": [
-    "## Solar system using the API functionality\n",
+    "## Example use case: Solar system using the API functionality\n",
     "We use the API interface to construct a model of the Solar system."
    ]
   },
@@ -304,7 +306,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -318,7 +320,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/html/examples/old/basic_example.html b/docs/build/html/examples/old/basic_example.html
new file mode 100644
index 000000000..994577ce0
--- /dev/null
+++ b/docs/build/html/examples/old/basic_example.html
@@ -0,0 +1,565 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
+<head>
+  <meta charset="utf-8">
+  
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  
+  <title>&lt;no title&gt; &mdash; binary_c-python  documentation</title>
+  
+
+  
+  
+  
+  
+
+  
+  <script type="text/javascript" src="../../_static/js/modernizr.min.js"></script>
+  
+    
+      <script type="text/javascript" id="documentation_options" data-url_root="../../" src="../../_static/documentation_options.js"></script>
+        <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
+        <script src="../../_static/jquery.js"></script>
+        <script src="../../_static/underscore.js"></script>
+        <script src="../../_static/doctools.js"></script>
+        <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
+        <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
+        <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+    
+    <script type="text/javascript" src="../../_static/js/theme.js"></script>
+
+    
+
+  
+  <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" /> 
+</head>
+
+<body class="wy-body-for-nav">
+
+   
+  <div class="wy-grid-for-nav">
+    
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+          
+
+          
+            <a href="../../index.html" class="icon icon-home"> binary_c-python
+          
+
+          
+          </a>
+
+          
+            
+            
+          
+
+          
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+
+          
+        </div>
+
+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+          
+            
+            
+              
+            
+            
+              <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../example_notebooks.html">Example notebooks</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
+<li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
+</ul>
+
+            
+          
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
+
+      
+      <nav class="wy-nav-top" aria-label="top navigation">
+        
+          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+          <a href="../../index.html">binary_c-python</a>
+        
+      </nav>
+
+
+      <div class="wy-nav-content">
+        
+        <div class="rst-content">
+        
+          
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+<div role="navigation" aria-label="breadcrumbs navigation">
+
+  <ul class="wy-breadcrumbs">
+    
+      <li><a href="../../index.html">Docs</a> &raquo;</li>
+        
+      <li>&lt;no title&gt;</li>
+    
+    
+      <li class="wy-breadcrumbs-aside">
+        
+            
+            <a href="../../_sources/examples/old/basic_example.ipynb.txt" rel="nofollow"> View page source</a>
+          
+        
+      </li>
+    
+  </ul>
+
+  
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+  
+<style>
+/* CSS for nbsphinx extension */
+
+/* remove conflicting styling from Sphinx themes */
+div.nbinput.container div.prompt *,
+div.nboutput.container div.prompt *,
+div.nbinput.container div.input_area pre,
+div.nboutput.container div.output_area pre,
+div.nbinput.container div.input_area .highlight,
+div.nboutput.container div.output_area .highlight {
+    border: none;
+    padding: 0;
+    margin: 0;
+    box-shadow: none;
+}
+
+div.nbinput.container > div[class*=highlight],
+div.nboutput.container > div[class*=highlight] {
+    margin: 0;
+}
+
+div.nbinput.container div.prompt *,
+div.nboutput.container div.prompt * {
+    background: none;
+}
+
+div.nboutput.container div.output_area .highlight,
+div.nboutput.container div.output_area pre {
+    background: unset;
+}
+
+div.nboutput.container div.output_area div.highlight {
+    color: unset;  /* override Pygments text color */
+}
+
+/* avoid gaps between output lines */
+div.nboutput.container div[class*=highlight] pre {
+    line-height: normal;
+}
+
+/* input/output containers */
+div.nbinput.container,
+div.nboutput.container {
+    display: -webkit-flex;
+    display: flex;
+    align-items: flex-start;
+    margin: 0;
+    width: 100%;
+}
+@media (max-width: 540px) {
+    div.nbinput.container,
+    div.nboutput.container {
+        flex-direction: column;
+    }
+}
+
+/* input container */
+div.nbinput.container {
+    padding-top: 5px;
+}
+
+/* last container */
+div.nblast.container {
+    padding-bottom: 5px;
+}
+
+/* input prompt */
+div.nbinput.container div.prompt pre {
+    color: #307FC1;
+}
+
+/* output prompt */
+div.nboutput.container div.prompt pre {
+    color: #BF5B3D;
+}
+
+/* all prompts */
+div.nbinput.container div.prompt,
+div.nboutput.container div.prompt {
+    width: 4.5ex;
+    padding-top: 5px;
+    position: relative;
+    user-select: none;
+}
+
+div.nbinput.container div.prompt > div,
+div.nboutput.container div.prompt > div {
+    position: absolute;
+    right: 0;
+    margin-right: 0.3ex;
+}
+
+@media (max-width: 540px) {
+    div.nbinput.container div.prompt,
+    div.nboutput.container div.prompt {
+        width: unset;
+        text-align: left;
+        padding: 0.4em;
+    }
+    div.nboutput.container div.prompt.empty {
+        padding: 0;
+    }
+
+    div.nbinput.container div.prompt > div,
+    div.nboutput.container div.prompt > div {
+        position: unset;
+    }
+}
+
+/* disable scrollbars on prompts */
+div.nbinput.container div.prompt pre,
+div.nboutput.container div.prompt pre {
+    overflow: hidden;
+}
+
+/* input/output area */
+div.nbinput.container div.input_area,
+div.nboutput.container div.output_area {
+    -webkit-flex: 1;
+    flex: 1;
+    overflow: auto;
+}
+@media (max-width: 540px) {
+    div.nbinput.container div.input_area,
+    div.nboutput.container div.output_area {
+        width: 100%;
+    }
+}
+
+/* input area */
+div.nbinput.container div.input_area {
+    border: 1px solid #e0e0e0;
+    border-radius: 2px;
+    /*background: #f5f5f5;*/
+}
+
+/* override MathJax center alignment in output cells */
+div.nboutput.container div[class*=MathJax] {
+    text-align: left !important;
+}
+
+/* override sphinx.ext.imgmath center alignment in output cells */
+div.nboutput.container div.math p {
+    text-align: left;
+}
+
+/* standard error */
+div.nboutput.container div.output_area.stderr {
+    background: #fdd;
+}
+
+/* ANSI colors */
+.ansi-black-fg { color: #3E424D; }
+.ansi-black-bg { background-color: #3E424D; }
+.ansi-black-intense-fg { color: #282C36; }
+.ansi-black-intense-bg { background-color: #282C36; }
+.ansi-red-fg { color: #E75C58; }
+.ansi-red-bg { background-color: #E75C58; }
+.ansi-red-intense-fg { color: #B22B31; }
+.ansi-red-intense-bg { background-color: #B22B31; }
+.ansi-green-fg { color: #00A250; }
+.ansi-green-bg { background-color: #00A250; }
+.ansi-green-intense-fg { color: #007427; }
+.ansi-green-intense-bg { background-color: #007427; }
+.ansi-yellow-fg { color: #DDB62B; }
+.ansi-yellow-bg { background-color: #DDB62B; }
+.ansi-yellow-intense-fg { color: #B27D12; }
+.ansi-yellow-intense-bg { background-color: #B27D12; }
+.ansi-blue-fg { color: #208FFB; }
+.ansi-blue-bg { background-color: #208FFB; }
+.ansi-blue-intense-fg { color: #0065CA; }
+.ansi-blue-intense-bg { background-color: #0065CA; }
+.ansi-magenta-fg { color: #D160C4; }
+.ansi-magenta-bg { background-color: #D160C4; }
+.ansi-magenta-intense-fg { color: #A03196; }
+.ansi-magenta-intense-bg { background-color: #A03196; }
+.ansi-cyan-fg { color: #60C6C8; }
+.ansi-cyan-bg { background-color: #60C6C8; }
+.ansi-cyan-intense-fg { color: #258F8F; }
+.ansi-cyan-intense-bg { background-color: #258F8F; }
+.ansi-white-fg { color: #C5C1B4; }
+.ansi-white-bg { background-color: #C5C1B4; }
+.ansi-white-intense-fg { color: #A1A6B2; }
+.ansi-white-intense-bg { background-color: #A1A6B2; }
+
+.ansi-default-inverse-fg { color: #FFFFFF; }
+.ansi-default-inverse-bg { background-color: #000000; }
+
+.ansi-bold { font-weight: bold; }
+.ansi-underline { text-decoration: underline; }
+
+
+div.nbinput.container div.input_area div[class*=highlight] > pre,
+div.nboutput.container div.output_area div[class*=highlight] > pre,
+div.nboutput.container div.output_area div[class*=highlight].math,
+div.nboutput.container div.output_area.rendered_html,
+div.nboutput.container div.output_area > div.output_javascript,
+div.nboutput.container div.output_area:not(.rendered_html) > img{
+    padding: 5px;
+    margin: 0;
+}
+
+/* fix copybtn overflow problem in chromium (needed for 'sphinx_copybutton') */
+div.nbinput.container div.input_area > div[class^='highlight'],
+div.nboutput.container div.output_area > div[class^='highlight']{
+    overflow-y: hidden;
+}
+
+/* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
+.prompt a.copybtn {
+    display: none;
+}
+
+/* Some additional styling taken form the Jupyter notebook CSS */
+div.rendered_html table {
+  border: none;
+  border-collapse: collapse;
+  border-spacing: 0;
+  color: black;
+  font-size: 12px;
+  table-layout: fixed;
+}
+div.rendered_html thead {
+  border-bottom: 1px solid black;
+  vertical-align: bottom;
+}
+div.rendered_html tr,
+div.rendered_html th,
+div.rendered_html td {
+  text-align: right;
+  vertical-align: middle;
+  padding: 0.5em 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+div.rendered_html th {
+  font-weight: bold;
+}
+div.rendered_html tbody tr:nth-child(odd) {
+  background: #f5f5f5;
+}
+div.rendered_html tbody tr:hover {
+  background: rgba(66, 165, 245, 0.2);
+}
+
+/* CSS overrides for sphinx_rtd_theme */
+
+/* 24px margin */
+.nbinput.nblast.container,
+.nboutput.nblast.container {
+    margin-bottom: 19px;  /* padding has already 5px */
+}
+
+/* ... except between code cells! */
+.nblast.container + .nbinput.container {
+    margin-top: -19px;
+}
+
+.admonition > p:before {
+    margin-right: 4px;  /* make room for the exclamation icon */
+}
+
+/* Fix math alignment, see https://github.com/rtfd/sphinx_rtd_theme/pull/686 */
+.math {
+    text-align: unset;
+}
+</style>
+<div class="nbinput nblast docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+
+<span class="kn">import</span> <span class="nn">binarycpython</span>
+<span class="kn">from</span> <span class="nn">binarycpython.utils.custom_logging_functions</span> <span class="k">import</span> <span class="n">binary_c_log_code</span>
+<span class="kn">from</span> <span class="nn">binarycpython.utils.run_system_wrapper</span> <span class="k">import</span> <span class="n">run_system</span>
+<span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="k">import</span> <span class="n">example_parse_output</span>
+</pre></div>
+</div>
+</div>
+<div class="nbinput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[10]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="c1"># You can decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.</span>
+<span class="n">logging_line</span> <span class="o">=</span> <span class="s1">&#39;Printf(&quot;MY_STELLAR_DATA time=</span><span class="si">%g</span><span class="s1"> radius=</span><span class="si">%g</span><span class="se">\\</span><span class="s1">n&quot;,stardata-&gt;model.time,stardata-&gt;star[0].radius)&#39;</span>
+
+<span class="c1"># Generate entire shared lib code around logging lines</span>
+<span class="n">custom_logging_code</span> <span class="o">=</span> <span class="n">binary_c_log_code</span><span class="p">(</span><span class="n">logging_line</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=-</span><span class="mi">1</span><span class="p">)</span>
+
+<span class="c1"># Run system. all arguments can be given as optional arguments. the custom_logging_code is</span>
+<span class="c1"># one of them and will be processed automatically.</span>
+<span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span>
+    <span class="n">M_1</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">metallicity</span><span class="o">=</span><span class="mf">0.002</span><span class="p">,</span> <span class="n">M_2</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span> <span class="n">separation</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">orbital_period</span><span class="o">=</span><span class="mi">100000000000</span><span class="p">,</span> \
+    <span class="n">custom_logging_code</span><span class="o">=</span><span class="n">custom_logging_code</span><span class="p">,</span>
+<span class="p">)</span>
+
+<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">example_parse_output</span><span class="p">(</span><span class="n">output</span><span class="p">,</span> <span class="s1">&#39;MY_STELLAR_DATA&#39;</span><span class="p">),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
+
+<span class="n">df</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="s1">&#39;time&#39;</span><span class="p">,</span> <span class="s1">&#39;radius&#39;</span><span class="p">,</span> <span class="n">logy</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="nboutput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[10]:
+</pre></div>
+</div>
+<div class="output_area docutils container">
+<div class="highlight"><pre>
+&lt;AxesSubplot:xlabel=&#39;time&#39;&gt;
+</pre></div></div>
+</div>
+<div class="nboutput nblast docutils container">
+<div class="prompt empty docutils container">
+</div>
+<div class="output_area docutils container">
+<img alt="../../_images/examples_old_basic_example_1_1.png" src="../../_images/examples_old_basic_example_1_1.png" />
+</div>
+</div>
+<div class="nbinput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span>
+</pre></div>
+</div>
+</div>
+<div class="nboutput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
+</pre></div>
+</div>
+<div class="output_area docutils container">
+<div class="highlight"><pre>
+&lt;AxesSubplot:xlabel=&#39;time&#39;&gt;
+</pre></div></div>
+</div>
+<div class="nboutput nblast docutils container">
+<div class="prompt empty docutils container">
+</div>
+<div class="output_area docutils container">
+<img alt="../../_images/examples_old_basic_example_2_1.png" src="../../_images/examples_old_basic_example_2_1.png" />
+</div>
+</div>
+<div class="nbinput nblast docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span>
+</pre></div>
+</div>
+</div>
+
+
+           </div>
+           
+          </div>
+          <footer>
+  
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>
+        &copy; Copyright 2021, David Hendriks, Robert Izzard
+
+    </p>
+  </div>
+  Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
+<br><br>
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
+<br><br>
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+
+
+
+</footer>
+
+        </div>
+      </div>
+
+    </section>
+
+  </div>
+  
+
+
+  <script type="text/javascript">
+      jQuery(function () {
+          SphinxRtdTheme.Navigation.enable(true);
+      });
+  </script>
+
+  
+  
+    
+   
+
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/build/html/examples/old/basic_example.ipynb b/docs/build/html/examples/old/basic_example.ipynb
new file mode 100644
index 000000000..9078cfcb5
--- /dev/null
+++ b/docs/build/html/examples/old/basic_example.ipynb
@@ -0,0 +1,128 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "66ca8e31-7cbf-4484-bb6c-c9235e14bda2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "import binarycpython\n",
+    "from binarycpython.utils.custom_logging_functions import binary_c_log_code\n",
+    "from binarycpython.utils.run_system_wrapper import run_system\n",
+    "from binarycpython.utils.functions import example_parse_output"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "31851c7f-4ccf-4b5a-9f74-8a3e06c6b2d8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='time'>"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXwAAAEGCAYAAABmXi5tAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAAAbuElEQVR4nO3dfXRc9X3n8fdXj2PLtvwkG2PZSCBjYwzGRhAoCe0GU0zAOOlJTqBNqYNjH5qFpqG7PbBkN+np6YaUnD0pB1rqEwiwB0xch6Y2D6ENhJrNssQ2DQ9+wsYPIAN+BFlI1vN3/5greSwkW9LcmXs19/M6R0d3fvfOzFc/zXz00+/eudfcHRERKXxFURcgIiL5ocAXEUkIBb6ISEIo8EVEEkKBLyKSECVRF3AqkydP9pqamqjLEBEZMTZv3nzY3av6WxfrwK+pqWHTpk1RlyEiMmKY2b6B1mlKR0QkIRT4IiIJocAXEUmIWM/hi4j01dHRQUNDA62trVGXEqlUKkV1dTWlpaWDvk8sA9/MlgBL6urqoi5FRGKmoaGBsWPHUlNTg5lFXU4k3J0jR47Q0NBAbW3toO8Xyykdd1/v7isrKyujLkVEYqa1tZVJkyYlNuwBzIxJkyYN+b+cWAa+iMipJDnsewynDxT4Iqex70gz/2fn4ajLEMmaAl/kNH733pf42kOvRl2GjHAvvfQS119/PQDr1q3jnnvuyXsNsdxpKyIyUrg77k5R0eDHzzfccAM33HBDDqvqn0b4IiJDtHfvXmbPns3NN9/MvHnzWL58OfX19Zx//vl897vf7d3uF7/4BXPmzGHhwoU89dRTve2PPPIIt912GwDLli1j7dq1vevGjBkDwAcffMCVV17JRRddxLx583j55ZezrlsjfBEZsf5q/Ra2vn8s1Mece+Y4vrvk/NNut3PnTh599FEuu+wyjh49ysSJE+nq6uKqq67ijTfe4Nxzz2XFihW8+OKL1NXV8dWvfnVIdTzxxBNcc8013H333XR1ddHS0jLcH6lXLEf4ZrbEzFY1NjZGXYqISL/OOussLrvsMgDWrFnDwoULWbBgAVu2bGHr1q1s376d2tpaZs2ahZnxta99bUiPf8kll/CTn/yE733ve7z55puMHTs265pjOcJ39/XA+vr6+hVR1yIi8TWYkXiuVFRUALBnzx5++MMfsnHjRiZMmMCyZcuGdHx8SUkJ3d3dAHR3d9Pe3g7AlVdeyYYNG3jmmWdYtmwZd9xxBzfffHNWNcdyhC8iMlIcO3aMiooKKisrOXDgAM899xwAc+bMYe/evbzzzjsArF69ut/719TUsHnzZiB99E5HRwcA+/btY+rUqaxYsYJvfOMbvPbaa1nXGssRvojISDF//nwWLFjAnDlzmDFjBldccQWQPtfNqlWruO666xg9ejSf+9znaGpq+tT9V6xYwdKlS5k/fz6LFy/u/c/hpZde4t5776W0tJQxY8bw2GOPZV2ruXvWD5Ir9fX1rgugSNRq7nwGgL33XBdxJQKwbds2zjvvvKjLiIX++sLMNrt7fX/ba0pHRCQhFPgiIgmhwBeRESfOU9H5Mpw+UOCLyIiSSqU4cuRIokO/53z4qVRqSPfTUToiMqJUV1fT0NDAoUOHoi4lUj1XvBoKBb7IAA42tVI5avCXj5P8KC0tHdJVnuSEvAW+mX0RuA4YBzzk7v+ar+cWGY5L/+YFrjl/atRliIQmqzl8M3vYzA6a2Vt92heb2Q4z22VmdwK4+8/dfQVwKzC0swiJROT5LQeiLkEkNNnutH0EWJzZYGbFwAPAtcBc4CYzm5uxyXeC9SKxleQdglK4sgp8d98AHO3TfCmwy913u3s78CSw1NJ+ADzn7gOeFMLMVprZJjPblPSdMhId5b0UolwcljkdeC/jdkPQdjuwCPiymd060J3dfZW717t7fVVVVQ7KEzm97iDxda1sKSR522nr7vcB9w1mWzNbAiypq6vLbVEiA+gORvgGaLAvhSIXI/z9wIyM29VB26C5+3p3X1lZWRlqYSKD5UHMF2mILwUkF4G/EZhlZrVmVgbcCKwbygPoilcStZ45fAW+FJJsD8tcDbwCzDazBjNb7u6dwG3A88A2YI27bxnK42qEL1HTHL4Uoqzm8N39pgHanwWezeaxRaLUrRG+FKBYnjxNUzoStZ4RfpHyXgpILANfUzoSNU9fUxrTCF8KSCwDXyRqmsOXQhTLwNeUjkSt59h7zeFLIYll4GtKR6KmOXwpRLEMfJGonQh8Jb4UDgW+SD96PnilnbZSSGIZ+JrDl6hpSkcKUSwDX3P4ErXek6cp8KWAxDLwRaLmmsOXAqTAF+mHTp4mhSiWga85fIlaZzCnUxTLd4jI8MTy5aw5fIlaZ1f63AqlSnwpIHo1i/Sjoys9wi8p1pSOFA4Fvkg/OrvTI/wSjfClgOjVLNKPnhF+qUb4UkAU+CL96JnDLynWW0QKRyxfzTpKR6LWc5ROiT5qKwUkloGvo3Qkah09R+lohC8FRK9mkX506igdKUAKfJF+6CgdKUR6NYv0Q0fpSCFS4Iv0o3eErzl8KSB6NYv0o70zHfjlJXqLSOHQq1mkH8fbuwAYVVoccSUi4Yll4Os4fIlaS0cQ+GUKfCkcsQx8HYcvUWsNRvia0pFColezSD+OByN8HaMjhUSBL9KPnsBvCz5xK1IIFPgi/Tjeng76o5+0R1yJSHgU+CL9aA1G+B8ea424EpHwKPBF+tHc3gnAu0dbIq5EJDwKfJF+NB7vAGDfkXTgV+jwTCkACnyRfvQEfg8djy+FQIEv0o9jfQJfpBAo8EX6cPeTRvjVE0ZFWI1IePIW+GZ2tpk9ZGZr8/WcIsNxvKOLji5n8pgy7v3yhfzuuVVRlyQSiqwC38weNrODZvZWn/bFZrbDzHaZ2Z0A7r7b3Zdn83wi+fBxS3p0/xe/P5uv1M+IuBqR8GQ7wn8EWJzZYGbFwAPAtcBc4CYzm5vl84jkzcGmNgCmjC2PuBKRcGUV+O6+ATjap/lSYFcwom8HngSWDvYxzWylmW0ys02HDh3KpjyRYTkQfNhq6rhUxJWIhCsXc/jTgfcybjcA081skpk9CCwws7sGurO7r3L3enevr6rS3Knk38Eg8KeM0whfCktJvp7I3Y8Atw5mWzNbAiypq6vLbVEi/ThwrI3iImNShQJfCksuRvj7gcw9XdVB26DpfPgSpQ+PtVI1ppziIp0cWQpLLgJ/IzDLzGrNrAy4EVg3lAfQFa8kSu8eaWHmxNFRlyESumwPy1wNvALMNrMGM1vu7p3AbcDzwDZgjbtvGcrjaoQvUdpzpJmayQp8KTxZzeG7+00DtD8LPJvNY4tE4ZO2Tg41tVEzuSLqUkRCF8tTK2hKR6Ky93AzALWTFPhSeGIZ+JrSkai8faAJgLopYyKuRCR8sQx8kai8ub+RUaXFnF2lwJfCE8vA15SOROWt/Y3MPXOcDsmUghTLwNeUjkShq9vZ+v4xLpiu150UplgGvkgUtrzfSHN7Fwtmjo+6FJGcUOCLBH696wgAv3PO5IgrEcmNWAa+5vAlCv/3ncOcO3UMVTotshSoWAa+5vAl3z5p6+TVPUf5bJ3O0CqFK5aBL5JvL2w7QHtnN9decEbUpYjkjAJfBHjmjQ+YOq6ci2dOiLoUkZyJZeBrDl/y6fAnbfxqx0Guu+BMinT8vRSwWAa+5vAln9Zseo+OLucPPzMz6lJEciqWgS+SLx1d3Tz+/97l8rMn6fw5UvAU+JJo//zafvZ/fJzln62NuhSRnFPgS2J1dHVz34s7ubC6kqvOmxJ1OSI5p8CXxFq1YTcNHx3n21efi5l21krhi2Xg6ygdybWt7x/jR798m+svnMZ/mq3RvSRDLANfR+lILrV1dnHHmt9SOaqMv146L+pyRPImq2vaioxE972wk+0fNvHjm+uZUFEWdTkieRPLEb5Irmze9xH/8NI7fOXiahbNnRp1OSJ5pcCXxDja3M7tT7zGtMpR/Pclc6MuRyTvNKUjidDV7Xzryf/g8CftrP3TyxmXKo26JJG8U+BLwXN3/vrprby88zD/80sXcGH1+KhLEomEAl8KWmtHF9/5+Vus3dzALVfUctOlM6IuSSQysQx8M1sCLKmrq4u6FBnB3mxo5C9/9gbbPjjGn101i28vmqUPWEmixTLw3X09sL6+vn5F1LXIyLP3cDP3/2oXP3utgUkV5Ty8rJ7Pz9EROSKxDHyRoero6uaFbQd4/NV3eXnnYcpLilh+RS1/tmiWdtCKBBT4MmI1tXbw728f4t+2HuDF7Qdpau1kWmWKP180iz+8dCZTxqWiLlEkVhT4MmK0dnTx2rsf8Zs9R3l191E27TtKR5czsaKMxeefwbUXnMGVs6ooKdbHS0T6o8CXWGtq7eCRX+9lw85DvP5eI+1d3ZjB3Gnj+PoVtSw6byoXnzWBYl2aUOS0FPgSK40tHew40MSOA01sff8Yv9x2gENNbcyfMZ6vX1HDZ86eyMVnTaRylOblRYZKgS+R+Ki5nT1Hmtl9qJm3DzSx/cMm3v6wiQ+PtfZuMy5VwsKzJvDtRecyf8b46IoVKRAKfMkJd+doczvvfXScvYeb2XO4mb1Hmtl7pIW9h5tpPN7Ru21ZSRF1VWO4/JxJzD5jLLOnjmX2GWOZVpnScfMiIVLgy7C0d3bzYWMr+z8+zv6Pj/N+8JV5u7Wju3d7MzizchQ1k0dz/YXTqJ1cwVmTKqidXEHNpNHa0SqSBwp8OUlLeycHj7VxsKmNg02tJy0famoLbrfyUUvHp+47eUw508enmHPGWD4/ewrTJ4xi+vhR1E6uYMbE0aRKiyP4iUSkR94C38wqgL8H2oGX3P3xfD13UnV1O43HOzja3N779VFLxnJzO0f73G5u7/rU45QWG1Vjyqkal2LmpNHU10xgytgU08anmD5+FGeOH8W0ypQCXSTmsgp8M3sYuB446O7zMtoXA38HFAM/dvd7gD8A1rr7ejP7KaDAP42Orm6a2zppau3kWGsHx473fO/gWGtn8D3d3ti73JHe/ngHTW2dAz52RVkxEyrKmBh81VWNYUJFGZPGlDFlbIopY8uZMq6cKWNTjB9VSpEOexQZ8bId4T8C3A881tNgZsXAA8DVQAOw0czWAdXAm8Fmnx5GjlDd3U5rZxetHd20dnQFX91BWxctbV00t3fS3NZFS/A9fbuTlvYuPmnr7G3PXN/S1kV7V/dpn39sqoRxqVLGjSplXKqEGRNHB7dLGJsqZeLo0pOCfWJFGRNGl2k0LpJAWQW+u28ws5o+zZcCu9x9N4CZPQksJR3+1cBvOcWVtsxsJbASYObMmcOqq/F4B20dXbR1dtN2UhgH3zu7ON7eRWtnN22ZIR2sy9y+rXPg9W0d3YMK5b5SpUVUlJVQUV7C6LJiKspLGJsqYVplitFlJVSUp9sqyooZXVbCmFQJlaNKe4O8J+DHlJfoA0ciMmi5mMOfDryXcbsB+AxwH3C/mV0HrB/ozu6+ClgFUF9f78Mp4EsP/Jrdh5uHdB8zSJUUkyotIlVaTKq0mPKSnuUiJo0p+9T6nnWp0mJSJUUntZWXFpMqKc4I7xJGlxdTUaaQFpFo5G2nrbs3A18fzLbZng//9qvqaGnvorykmLKSok+FcSoI495gLi2irLhIx3yLSEHLReDvBzIvK1QdtA1atufD/9KC6uHcTUSkoOXi0y4bgVlmVmtmZcCNwLocPI+IiAxBVoFvZquBV4DZZtZgZsvdvRO4DXge2AascfctQ3zcJWa2qrGxMZvyREQkQ7ZH6dw0QPuzwLNZPK4ucSgiErJYnsBEI3wRkfDFMvDdfb27r6ysrIy6FBGRghHLwBcRkfDFMvA1pSMiEr5YBr6mdEREwhfLwBcRkfAp8EVEEiKWga85fBGR8MUy8DWHLyISvlgGvoiIhE+BLyKSELEMfM3hi4iEL5aBrzl8EZHwxTLwRUQkfAp8EZGEUOCLiCSEAl9EJCFiGfg6SkdEJHyxDHwdpSMiEr5YBr6IiIRPgS8ikhAKfBGRhFDgi4gkhAJfRCQhFPgiIgkRy8DXcfgiIuGLZeDrOHwRkfDFMvBFRCR8CnwRkYRQ4IuIJIQCX0QkIRT4IiIJocAXEUkIBb6ISEIo8EVEEkKBLyKSEHkLfDM728weMrO1+XpOERE5YVCBb2YPm9lBM3urT/tiM9thZrvM7M5TPYa773b35dkUKyIiw1cyyO0eAe4HHutpMLNi4AHgaqAB2Ghm64Bi4Pt97n+Lux/MuloRERm2QQW+u28ws5o+zZcCu9x9N4CZPQksdffvA9cPtyAzWwmsBJg5c+ZwH0ZERPrIZg5/OvBexu2GoK1fZjbJzB4EFpjZXQNt5+6r3L3e3eurqqqyKE9ERDINdkona+5+BLh1MNua2RJgSV1dXW6LEhFJkGxG+PuBGRm3q4O2rOl8+CIi4csm8DcCs8ys1szKgBuBdeGUJSIiYRvsYZmrgVeA2WbWYGbL3b0TuA14HtgGrHH3LWEUpUscioiEb7BH6dw0QPuzwLOhVpR+3PXA+vr6+hVhP7aISFLF8tQKGuGLiIQvloGvnbYiIuGLZeCLiEj4Yhn4mtIREQlfLANfUzoiIuGLZeCLiEj4FPgiIgkRy8DXHL6ISPhiGfiawxcRCV8sA19ERMKnwBcRSQgFvohIQsQy8LXTVkQkfLEMfO20FREJXywDX0REwqfAFxFJCAW+iEhCxDLwtdNWRCR8sQx87bQVEQlfLANfRETCp8AXEUkIBb6ISEIo8EVEEkKBLyKSEAp8EZGEiGXg6zh8EZHwxTLwdRy+iEj4Yhn4IiISPgW+iEhCKPBFRBJCgS8ikhAKfBGRhFDgi4gkhAJfRCQhSqIuQGQkONrcztX/69+jLkMS5NlvfY7S4nDH5Ap8kdP44oLpfNzSgeNRlyKSlbwFvpl9EbgOGAc85O7/mq/nFsnGJTUTuaRmYtRliGRtUP8vmNnDZnbQzN7q077YzHaY2S4zu/NUj+HuP3f3FcCtwFeHX7KIiAzHYEf4jwD3A4/1NJhZMfAAcDXQAGw0s3VAMfD9Pve/xd0PBsvfCe4nIiJ5NKjAd/cNZlbTp/lSYJe77wYwsyeBpe7+feD6vo9hZgbcAzzn7q8N9FxmthJYCTBz5szBlCciIoOQzS7g6cB7GbcbgraB3A4sAr5sZrcOtJG7r3L3enevr6qqyqI8ERHJlLedtu5+H3DfYLY1syXAkrq6utwWJSKSINmM8PcDMzJuVwdtWdP58EVEwpdN4G8EZplZrZmVATcC68IpS0REwjbYwzJXA68As82swcyWu3sncBvwPLANWOPuW8IoSpc4FBEJn7nH99ODZnYI2DfMu08GDodYTtjiXh+oxjDEvT6If41xrw/iVeNZ7t7vES+xDvxsmNkmd6+Puo6BxL0+UI1hiHt9EP8a414fjIwaQWfLFBFJDAW+iEhCFHLgr4q6gNOIe32gGsMQ9/og/jXGvT4YGTUW7hy+iIicrJBH+CIikkGBLyKSEAUX+EM5R38OnnuGmf3KzLaa2RYz+1bQPtHM/s3MdgbfJwTtZmb3BbW+YWYLMx7rT4Ltd5rZn4RcZ7GZ/YeZPR3crjWzV4M6fhp8chozKw9u7wrW12Q8xl1B+w4zuybk+sab2Voz225m28zs8jj1oZl9O/j9vmVmq80sFXUf9nfNijD7zMwuNrM3g/vcZ2YWUo33Br/nN8zsn81sfMa6fvtnoPf4QL+DbOrLWPcXZuZmNjm4HUkfZs3dC+aL9Ln43wHOBsqA14G5eXz+acDCYHks8DYwF/hb4M6g/U7gB8HyF4DnAAMuA14N2icCu4PvE4LlCSHWeQfwBPB0cHsNcGOw/CDwp8HyN4EHg+UbgZ8Gy3ODvi0HaoM+Lw6xvkeBbwTLZcD4uPQh6TPC7gFGZfTdsqj7ELgSWAi8ldEWWp8Bvwm2teC+14ZU4+8DJcHyDzJq7Ld/OMV7fKDfQTb1Be0zSJ9RYB8wOco+zPr1m+8nzOkPA5cDz2fcvgu4K8J6/oX0BWJ2ANOCtmnAjmD5H4GbMrbfEay/CfjHjPaTtsuypmrgBeDzwNPBi+9wxpuutw+DF/nlwXJJsJ317dfM7UKor5J0oFqf9lj0ISdOCz4x6JOngWvi0IdADSeHaSh9FqzbntF+0nbZ1Nhn3ZeAx4PlfvuHAd7jp3odZ1sfsBaYD+zlROBH1ofZfBXalM5Qz9GfM8G/7guAV4Gp7v5BsOpDYGqwPFC9ufw5fgT8JdAd3J4EfOzpcyP1fa7eOoL1jcH2uayvFjgE/MTS004/NrMKYtKH7r4f+CHwLvAB6T7ZTLz6sEdYfTY9WM5lrQC3kB75DqfGU72Oh83MlgL73f31Pqvi2oenVGiBHwtmNgb4GfDn7n4sc52n/7xHciysmV0PHHT3zVE8/yCVkP63+h/cfQHQTHo6olfEfTgBWEr6D9OZQAWwOIpahiLKPhsMM7sb6AQej7qWHmY2GvhvwP+IupawFFrg5+wc/YNlZqWkw/5xd38qaD5gZtOC9dOAnuv7DlRvrn6OK4AbzGwv8CTpaZ2/A8abWc/FcDKfq7eOYH0lcCSH9UF65NPg7q8Gt9eS/gMQlz5cBOxx90Pu3gE8Rbpf49SHPcLqs/3Bck5qNbNlpC+L+kfBH6bh1HiEgX8Hw3UO6T/srwfvmWrgNTM7Yxj15bQPBy3fc0i5/CI9OtxN+pfUs0Pn/Dw+v5G+0PuP+rTfy8k7z/42WL6Ok3f8/CZon0h6HntC8LUHmBhyrb/HiZ22/8TJO7u+GSz/Z07e4bgmWD6fk3eo7SbcnbYvA7OD5e8F/ReLPgQ+A2wBRgfP+Sjpy3dG3od8eg4/tD7j0zscvxBSjYuBrUBVn+367R9O8R4f6HeQTX191u3lxBx+ZH2Y1Wsk30+Y8x8ovff8bdJ78u/O83N/lvS/zW8Avw2+vkB6fvEFYCfwy4wXgAEPBLW+CdRnPNYtwK7g6+s5qPX3OBH4Zwcvxl3Bm6Y8aE8Ft3cF68/OuP/dQd07CPloA+AiYFPQjz8P3jix6UPgr4DtwFvA/w5CKdI+BFaT3qfQQfq/pOVh9hlQH/y87wD302enehY17iI9593zfnnwdP3DAO/xgX4H2dTXZ/1eTgR+JH2Y7ZdOrSAikhCFNocvIiIDUOCLiCSEAl9EJCEU+CIiCaHAFxFJCAW+SMDSZ+n8ZrB8ppmtjbomkTDpsEyRQHD+o6fdfV7UtYjkQsnpNxFJjHuAc8zst6Q/rHSeu88LPvr/RdLnzZlF+uRpZcAfA22kPzF51MzOIf1hnCqgBVjh7tvz/UOIDERTOiIn3Am84+4XAf+1z7p5wB8AlwB/A7R4+uRurwA3B9usAm5394uB/wL8fT6KFhksjfBFBudX7t4ENJlZI7A+aH8TuDA4Q+rvAP+UcSGj8vyXKTIwBb7I4LRlLHdn3O4m/T4qIn0+9ovyXJfIoGlKR+SEJtKXphwyT1/3YI+ZfQV6r3k6P8ziRLKlwBcJuPsR4NfBRazvHcZD/BGw3MxeJ30K5aVh1ieSLR2WKSKSEBrhi4gkhAJfRCQhFPgiIgmhwBcRSQgFvohIQijwRUQSQoEvIpIQ/x8q6Ro0odz3FAAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# You can decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g radius=%g\\\\n\",stardata->model.time,stardata->star[0].radius)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = binary_c_log_code(logging_line, verbose=-1)\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments. the custom_logging_code is \n",
+    "# one of them and will be processed automatically.\n",
+    "output = run_system(\n",
+    "    M_1=1, metallicity=0.002, M_2=0.1, separation=0, orbital_period=100000000000, \\\n",
+    "    custom_logging_code=custom_logging_code,\n",
+    ")\n",
+    "\n",
+    "df = pd.DataFrame.from_dict(example_parse_output(output, 'MY_STELLAR_DATA'), dtype=np.float64)\n",
+    "\n",
+    "df.plot('time', 'radius', logy=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "db0f3990-8680-4ea7-80d3-cdb430950c7f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='time'>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "39509b1c-f5fb-4edd-847a-97757c2197df",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/build/html/examples/old/workshop_example_notebook.html b/docs/build/html/examples/old/workshop_example_notebook.html
new file mode 100644
index 000000000..d00f94e45
--- /dev/null
+++ b/docs/build/html/examples/old/workshop_example_notebook.html
@@ -0,0 +1,1008 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
+<head>
+  <meta charset="utf-8">
+  
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  
+  <title>Binary_c and python example notebook &mdash; binary_c-python  documentation</title>
+  
+
+  
+  
+  
+  
+
+  
+  <script type="text/javascript" src="../../_static/js/modernizr.min.js"></script>
+  
+    
+      <script type="text/javascript" id="documentation_options" data-url_root="../../" src="../../_static/documentation_options.js"></script>
+        <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
+        <script src="../../_static/jquery.js"></script>
+        <script src="../../_static/underscore.js"></script>
+        <script src="../../_static/doctools.js"></script>
+        <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
+        <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
+        <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+    
+    <script type="text/javascript" src="../../_static/js/theme.js"></script>
+
+    
+
+  
+  <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" /> 
+</head>
+
+<body class="wy-body-for-nav">
+
+   
+  <div class="wy-grid-for-nav">
+    
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+          
+
+          
+            <a href="../../index.html" class="icon icon-home"> binary_c-python
+          
+
+          
+          </a>
+
+          
+            
+            
+          
+
+          
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+
+          
+        </div>
+
+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+          
+            
+            
+              
+            
+            
+              <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../readme_link.html">Python module for binary_c</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../modules.html">Binarycpython code</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../example_notebooks.html">Example notebooks</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../binary_c_parameters.html">Binary_c parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../grid_options_descriptions.html">Population grid code options</a></li>
+<li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python">Visit the GitLab repo</a></li>
+<li class="toctree-l1"><a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/issues/new">Submit an issue</a></li>
+</ul>
+
+            
+          
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
+
+      
+      <nav class="wy-nav-top" aria-label="top navigation">
+        
+          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+          <a href="../../index.html">binary_c-python</a>
+        
+      </nav>
+
+
+      <div class="wy-nav-content">
+        
+        <div class="rst-content">
+        
+          
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+<div role="navigation" aria-label="breadcrumbs navigation">
+
+  <ul class="wy-breadcrumbs">
+    
+      <li><a href="../../index.html">Docs</a> &raquo;</li>
+        
+      <li>Binary_c and python example notebook</li>
+    
+    
+      <li class="wy-breadcrumbs-aside">
+        
+            
+            <a href="../../_sources/examples/old/workshop_example_notebook.ipynb.txt" rel="nofollow"> View page source</a>
+          
+        
+      </li>
+    
+  </ul>
+
+  
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+  
+<style>
+/* CSS for nbsphinx extension */
+
+/* remove conflicting styling from Sphinx themes */
+div.nbinput.container div.prompt *,
+div.nboutput.container div.prompt *,
+div.nbinput.container div.input_area pre,
+div.nboutput.container div.output_area pre,
+div.nbinput.container div.input_area .highlight,
+div.nboutput.container div.output_area .highlight {
+    border: none;
+    padding: 0;
+    margin: 0;
+    box-shadow: none;
+}
+
+div.nbinput.container > div[class*=highlight],
+div.nboutput.container > div[class*=highlight] {
+    margin: 0;
+}
+
+div.nbinput.container div.prompt *,
+div.nboutput.container div.prompt * {
+    background: none;
+}
+
+div.nboutput.container div.output_area .highlight,
+div.nboutput.container div.output_area pre {
+    background: unset;
+}
+
+div.nboutput.container div.output_area div.highlight {
+    color: unset;  /* override Pygments text color */
+}
+
+/* avoid gaps between output lines */
+div.nboutput.container div[class*=highlight] pre {
+    line-height: normal;
+}
+
+/* input/output containers */
+div.nbinput.container,
+div.nboutput.container {
+    display: -webkit-flex;
+    display: flex;
+    align-items: flex-start;
+    margin: 0;
+    width: 100%;
+}
+@media (max-width: 540px) {
+    div.nbinput.container,
+    div.nboutput.container {
+        flex-direction: column;
+    }
+}
+
+/* input container */
+div.nbinput.container {
+    padding-top: 5px;
+}
+
+/* last container */
+div.nblast.container {
+    padding-bottom: 5px;
+}
+
+/* input prompt */
+div.nbinput.container div.prompt pre {
+    color: #307FC1;
+}
+
+/* output prompt */
+div.nboutput.container div.prompt pre {
+    color: #BF5B3D;
+}
+
+/* all prompts */
+div.nbinput.container div.prompt,
+div.nboutput.container div.prompt {
+    width: 4.5ex;
+    padding-top: 5px;
+    position: relative;
+    user-select: none;
+}
+
+div.nbinput.container div.prompt > div,
+div.nboutput.container div.prompt > div {
+    position: absolute;
+    right: 0;
+    margin-right: 0.3ex;
+}
+
+@media (max-width: 540px) {
+    div.nbinput.container div.prompt,
+    div.nboutput.container div.prompt {
+        width: unset;
+        text-align: left;
+        padding: 0.4em;
+    }
+    div.nboutput.container div.prompt.empty {
+        padding: 0;
+    }
+
+    div.nbinput.container div.prompt > div,
+    div.nboutput.container div.prompt > div {
+        position: unset;
+    }
+}
+
+/* disable scrollbars on prompts */
+div.nbinput.container div.prompt pre,
+div.nboutput.container div.prompt pre {
+    overflow: hidden;
+}
+
+/* input/output area */
+div.nbinput.container div.input_area,
+div.nboutput.container div.output_area {
+    -webkit-flex: 1;
+    flex: 1;
+    overflow: auto;
+}
+@media (max-width: 540px) {
+    div.nbinput.container div.input_area,
+    div.nboutput.container div.output_area {
+        width: 100%;
+    }
+}
+
+/* input area */
+div.nbinput.container div.input_area {
+    border: 1px solid #e0e0e0;
+    border-radius: 2px;
+    /*background: #f5f5f5;*/
+}
+
+/* override MathJax center alignment in output cells */
+div.nboutput.container div[class*=MathJax] {
+    text-align: left !important;
+}
+
+/* override sphinx.ext.imgmath center alignment in output cells */
+div.nboutput.container div.math p {
+    text-align: left;
+}
+
+/* standard error */
+div.nboutput.container div.output_area.stderr {
+    background: #fdd;
+}
+
+/* ANSI colors */
+.ansi-black-fg { color: #3E424D; }
+.ansi-black-bg { background-color: #3E424D; }
+.ansi-black-intense-fg { color: #282C36; }
+.ansi-black-intense-bg { background-color: #282C36; }
+.ansi-red-fg { color: #E75C58; }
+.ansi-red-bg { background-color: #E75C58; }
+.ansi-red-intense-fg { color: #B22B31; }
+.ansi-red-intense-bg { background-color: #B22B31; }
+.ansi-green-fg { color: #00A250; }
+.ansi-green-bg { background-color: #00A250; }
+.ansi-green-intense-fg { color: #007427; }
+.ansi-green-intense-bg { background-color: #007427; }
+.ansi-yellow-fg { color: #DDB62B; }
+.ansi-yellow-bg { background-color: #DDB62B; }
+.ansi-yellow-intense-fg { color: #B27D12; }
+.ansi-yellow-intense-bg { background-color: #B27D12; }
+.ansi-blue-fg { color: #208FFB; }
+.ansi-blue-bg { background-color: #208FFB; }
+.ansi-blue-intense-fg { color: #0065CA; }
+.ansi-blue-intense-bg { background-color: #0065CA; }
+.ansi-magenta-fg { color: #D160C4; }
+.ansi-magenta-bg { background-color: #D160C4; }
+.ansi-magenta-intense-fg { color: #A03196; }
+.ansi-magenta-intense-bg { background-color: #A03196; }
+.ansi-cyan-fg { color: #60C6C8; }
+.ansi-cyan-bg { background-color: #60C6C8; }
+.ansi-cyan-intense-fg { color: #258F8F; }
+.ansi-cyan-intense-bg { background-color: #258F8F; }
+.ansi-white-fg { color: #C5C1B4; }
+.ansi-white-bg { background-color: #C5C1B4; }
+.ansi-white-intense-fg { color: #A1A6B2; }
+.ansi-white-intense-bg { background-color: #A1A6B2; }
+
+.ansi-default-inverse-fg { color: #FFFFFF; }
+.ansi-default-inverse-bg { background-color: #000000; }
+
+.ansi-bold { font-weight: bold; }
+.ansi-underline { text-decoration: underline; }
+
+
+div.nbinput.container div.input_area div[class*=highlight] > pre,
+div.nboutput.container div.output_area div[class*=highlight] > pre,
+div.nboutput.container div.output_area div[class*=highlight].math,
+div.nboutput.container div.output_area.rendered_html,
+div.nboutput.container div.output_area > div.output_javascript,
+div.nboutput.container div.output_area:not(.rendered_html) > img{
+    padding: 5px;
+    margin: 0;
+}
+
+/* fix copybtn overflow problem in chromium (needed for 'sphinx_copybutton') */
+div.nbinput.container div.input_area > div[class^='highlight'],
+div.nboutput.container div.output_area > div[class^='highlight']{
+    overflow-y: hidden;
+}
+
+/* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
+.prompt a.copybtn {
+    display: none;
+}
+
+/* Some additional styling taken form the Jupyter notebook CSS */
+div.rendered_html table {
+  border: none;
+  border-collapse: collapse;
+  border-spacing: 0;
+  color: black;
+  font-size: 12px;
+  table-layout: fixed;
+}
+div.rendered_html thead {
+  border-bottom: 1px solid black;
+  vertical-align: bottom;
+}
+div.rendered_html tr,
+div.rendered_html th,
+div.rendered_html td {
+  text-align: right;
+  vertical-align: middle;
+  padding: 0.5em 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+div.rendered_html th {
+  font-weight: bold;
+}
+div.rendered_html tbody tr:nth-child(odd) {
+  background: #f5f5f5;
+}
+div.rendered_html tbody tr:hover {
+  background: rgba(66, 165, 245, 0.2);
+}
+
+/* CSS overrides for sphinx_rtd_theme */
+
+/* 24px margin */
+.nbinput.nblast.container,
+.nboutput.nblast.container {
+    margin-bottom: 19px;  /* padding has already 5px */
+}
+
+/* ... except between code cells! */
+.nblast.container + .nbinput.container {
+    margin-top: -19px;
+}
+
+.admonition > p:before {
+    margin-right: 4px;  /* make room for the exclamation icon */
+}
+
+/* Fix math alignment, see https://github.com/rtfd/sphinx_rtd_theme/pull/686 */
+.math {
+    text-align: unset;
+}
+</style>
+<div class="section" id="Binary_c-and-python-example-notebook">
+<h1>Binary_c and python example notebook<a class="headerlink" href="#Binary_c-and-python-example-notebook" title="Permalink to this headline">¶</a></h1>
+<p>The following notebook servers as an example of how the binary_c python wrapper works and how it could be used.</p>
+<p>By: David Hendriks 30 nov 2019</p>
+<div class="nbinput nblast docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[16]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="kn">import</span> <span class="nn">binarycpython</span>
+<span class="kn">import</span> <span class="nn">binary_c_python_api</span>
+</pre></div>
+</div>
+</div>
+<div class="section" id="Core-api-wrapper-functions:">
+<h2>Core api wrapper functions:<a class="headerlink" href="#Core-api-wrapper-functions:" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="run_binary()">
+<h3>run_binary()<a class="headerlink" href="#run_binary()" title="Permalink to this headline">¶</a></h3>
+<div class="nbinput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[17]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="n">m1</span> <span class="o">=</span> <span class="mf">15.0</span>  <span class="c1"># Msun</span>
+<span class="n">m2</span> <span class="o">=</span> <span class="mf">14.0</span>  <span class="c1"># Msun</span>
+<span class="n">separation</span> <span class="o">=</span> <span class="mi">0</span>  <span class="c1"># 0 = ignored, use period</span>
+<span class="n">orbital_period</span> <span class="o">=</span> <span class="mf">4530.0</span>  <span class="c1"># days</span>
+<span class="n">eccentricity</span> <span class="o">=</span> <span class="mf">0.0</span>
+<span class="n">metallicity</span> <span class="o">=</span> <span class="mf">0.02</span>
+<span class="n">max_evolution_time</span> <span class="o">=</span> <span class="mi">15000</span> <span class="c1"># You need to set this!</span>
+
+<span class="n">argstring</span> <span class="o">=</span> <span class="s2">&quot;binary_c M_1 </span><span class="si">{0:g}</span><span class="s2"> M_2 </span><span class="si">{1:g}</span><span class="s2"> separation </span><span class="si">{2:g}</span><span class="s2"> orbital_period </span><span class="si">{3:g}</span><span class="s2"> eccentricity </span><span class="si">{4:g}</span><span class="s2"> metallicity </span><span class="si">{5:g}</span><span class="s2"> max_evolution_time </span><span class="si">{6:g}</span><span class="s2">  &quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+    <span class="n">m1</span><span class="p">,</span>
+    <span class="n">m2</span><span class="p">,</span>
+    <span class="n">separation</span><span class="p">,</span>
+    <span class="n">orbital_period</span><span class="p">,</span>
+    <span class="n">eccentricity</span><span class="p">,</span>
+    <span class="n">metallicity</span><span class="p">,</span>
+    <span class="n">max_evolution_time</span><span class="p">,</span>
+<span class="p">)</span>
+
+<span class="n">output</span> <span class="o">=</span> <span class="n">binary_c_python_api</span><span class="o">.</span><span class="n">run_binary</span><span class="p">(</span><span class="n">argstring</span><span class="p">)</span>
+
+<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n\n</span><span class="s2">Binary_c output:</span><span class="se">\n\n</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">output</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">)[:</span><span class="mi">10</span><span class="p">]))</span>
+</pre></div>
+</div>
+</div>
+<div class="nboutput nblast docutils container">
+<div class="prompt empty docutils container">
+</div>
+<div class="output_area docutils container">
+<div class="highlight"><pre>
+
+
+Binary_c output:
+
+
+example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 0 15 14 1 1 3540.3 0
+INITIAL_GRID 15 14 4530 0.02 1 0
+example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 0 15 14 1 1 3540.3 0
+INITIAL_GRID 15 14 4530 0.02 1 0
+example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 1e-07 15 14 1 1 3540.3 0
+example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 2e-07 15 14 1 1 3540.3 0
+</pre></div></div>
+</div>
+</div>
+<div class="section" id="run_binary_with_log">
+<h3>run_binary_with_log<a class="headerlink" href="#run_binary_with_log" title="Permalink to this headline">¶</a></h3>
+<div class="nbinput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[18]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="kn">import</span> <span class="nn">tempfile</span>
+<span class="kn">import</span> <span class="nn">os</span>
+
+<span class="n">m1</span> <span class="o">=</span> <span class="mf">15.0</span>  <span class="c1"># Msun</span>
+<span class="n">m2</span> <span class="o">=</span> <span class="mf">14.0</span>  <span class="c1"># Msun</span>
+<span class="n">separation</span> <span class="o">=</span> <span class="mi">0</span>  <span class="c1"># 0 = ignored, use period</span>
+<span class="n">orbital_period</span> <span class="o">=</span> <span class="mf">4530.0</span>  <span class="c1"># days</span>
+<span class="n">eccentricity</span> <span class="o">=</span> <span class="mf">0.0</span>
+<span class="n">metallicity</span> <span class="o">=</span> <span class="mf">0.02</span>
+<span class="n">max_evolution_time</span> <span class="o">=</span> <span class="mi">15000</span> <span class="c1"># You need to set this!</span>
+<span class="n">log_filename</span><span class="o">=</span><span class="n">tempfile</span><span class="o">.</span><span class="n">gettempdir</span><span class="p">()</span> <span class="o">+</span> <span class="s2">&quot;/test_log.txt&quot;</span>
+
+<span class="n">argstring</span> <span class="o">=</span> <span class="s2">&quot;binary_c M_1 </span><span class="si">{0:g}</span><span class="s2"> M_2 </span><span class="si">{1:g}</span><span class="s2"> separation </span><span class="si">{2:g}</span><span class="s2"> orbital_period </span><span class="si">{3:g}</span><span class="s2"> eccentricity </span><span class="si">{4:g}</span><span class="s2"> metallicity </span><span class="si">{5:g}</span><span class="s2"> max_evolution_time </span><span class="si">{6:g}</span><span class="s2"> log_filename </span><span class="si">{7}</span><span class="s2"> &quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+    <span class="n">m1</span><span class="p">,</span>
+    <span class="n">m2</span><span class="p">,</span>
+    <span class="n">separation</span><span class="p">,</span>
+    <span class="n">orbital_period</span><span class="p">,</span>
+    <span class="n">eccentricity</span><span class="p">,</span>
+    <span class="n">metallicity</span><span class="p">,</span>
+    <span class="n">max_evolution_time</span><span class="p">,</span>
+    <span class="n">log_filename</span><span class="p">,</span>
+<span class="p">)</span>
+
+<span class="n">output</span> <span class="o">=</span> <span class="n">binary_c_python_api</span><span class="o">.</span><span class="n">run_binary</span><span class="p">(</span><span class="n">argstring</span><span class="p">)</span>
+
+<span class="nb">print</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">log_filename</span><span class="p">))</span>
+
+<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">log_filename</span><span class="p">,</span> <span class="s1">&#39;r&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+    <span class="nb">print</span><span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">read</span><span class="p">())</span>
+
+
+<span class="c1"># print(&quot;\n\nBinary_c output:\n\n&quot;)</span>
+<span class="c1"># print(output)</span>
+</pre></div>
+</div>
+</div>
+<div class="nboutput nblast docutils container">
+<div class="prompt empty docutils container">
+</div>
+<div class="output_area docutils container">
+<div class="highlight"><pre>
+True
+      TIME      M1       M2   K1  K2           SEP   ECC  R1/ROL1 R2/ROL2  TYPE RANDOM_SEED=7106 RANDOM_COUNT=0
+     0.0000   15.000   14.000  1   1     2.786e+08  0.00   0.000   0.000  INITIAL
+    12.7509   14.645   13.776  2   1    2.8427e+08  0.00   0.000   0.000  TYPE_CHNGE
+    12.7773   14.639   13.775  4   1    2.8435e+08  0.00   0.000   0.000  TYPE_CHNGE
+    13.1380   13.748   13.758  4   1    2.9373e+08  0.00   0.000   0.000  q-inv
+    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  OFF_MS
+    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  TYPE_CHNGE
+    14.1204   10.726   13.700  4   4    3.3081e+08  0.00   0.000   0.000  TYPE_CHNGE
+    14.2118   10.410   13.566  5   4    3.3702e+08  0.00   0.000   0.000  TYPE_CHNGE
+    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  Randbuf=34421 - d48r(0)=0.0570946 - d48r(1)=0.458272 - d48r(2)=0.13108 - d48r(3)=0.562029 - d48r(4)=0.924056
+    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.89211 Mc=4.78817 type=5) -&gt; kick 1(190) vk=302.148 vr=0.113492 omega=5.80602 phi=0.124379 -&gt; vn=302.048 ; final sep -31.2365 ecc -1 (random count 0) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ;
+    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  TYPE_CHNGE
+    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  DISRUPT
+    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN
+    15.7087    1.472   10.210 13   5       -31.236 -1.00   0.000   0.000  TYPE_CHNGE
+    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  d48r(5)=0.608402 - d48r(6)=0.696003 - d48r(7)=0.796455 - d48r(8)=0.0834973
+    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.85661 Mc=4.3914 type=5) -&gt; kick 1(190) vk=392.156 vr=0 omega=0.524629 phi=0.634667 -&gt; vn=392.156 ; final sep -31.2365 ecc -1 (random count 5) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ;
+    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  TYPE_CHNGE
+    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  q-inv
+    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN
+ 15000.0000    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  MAX_TIME
+Probability : 1
+
+</pre></div></div>
+</div>
+</div>
+<div class="section" id="run-binary-with-custom-logging-line">
+<h3>run binary with custom logging line<a class="headerlink" href="#run-binary-with-custom-logging-line" title="Permalink to this headline">¶</a></h3>
+<div class="nbinput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[19]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils</span> <span class="k">import</span> <span class="n">custom_logging_functions</span>
+<span class="c1"># generate logging lines. Here you can choose whatever you want to have logged, and with what header</span>
+<span class="c1"># this generates working print statements</span>
+<span class="n">logging_line</span> <span class="o">=</span> <span class="n">custom_logging_functions</span><span class="o">.</span><span class="n">autogen_C_logging_code</span><span class="p">(</span>
+    <span class="p">{</span><span class="s2">&quot;MY_STELLAR_DATA&quot;</span><span class="p">:</span> <span class="p">[</span><span class="s2">&quot;model.time&quot;</span><span class="p">,</span> <span class="s2">&quot;star[0].mass&quot;</span><span class="p">],}</span>
+<span class="p">)</span>
+<span class="c1"># OR</span>
+<span class="c1"># You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.</span>
+<span class="n">logging_line</span> <span class="o">=</span> <span class="s1">&#39;Printf(&quot;MY_STELLAR_DATA time=</span><span class="si">%g</span><span class="s1"> mass=</span><span class="si">%g</span><span class="se">\\</span><span class="s1">n&quot;, stardata-&gt;model.time, stardata-&gt;star[0].mass)&#39;</span>
+
+<span class="c1"># Generate entire shared lib code around logging lines</span>
+<span class="n">custom_logging_code</span> <span class="o">=</span> <span class="n">custom_logging_functions</span><span class="o">.</span><span class="n">binary_c_log_code</span><span class="p">(</span><span class="n">logging_line</span><span class="p">)</span>
+<span class="c1"># print(custom_logging_code)</span>
+
+<span class="c1"># Make this code into a shared library and the function into memory</span>
+<span class="n">func_memaddr</span> <span class="o">=</span> <span class="n">custom_logging_functions</span><span class="o">.</span><span class="n">create_and_load_logging_function</span><span class="p">(</span><span class="n">custom_logging_code</span><span class="p">)</span>
+
+<span class="c1"># Run system with custom logging code</span>
+<span class="n">m1</span> <span class="o">=</span> <span class="mf">15.0</span>  <span class="c1"># Msun</span>
+<span class="n">m2</span> <span class="o">=</span> <span class="mf">14.0</span>  <span class="c1"># Msun</span>
+<span class="n">separation</span> <span class="o">=</span> <span class="mi">0</span>  <span class="c1"># 0 = ignored, use period</span>
+<span class="n">orbital_period</span> <span class="o">=</span> <span class="mf">4530.0</span>  <span class="c1"># days</span>
+<span class="n">eccentricity</span> <span class="o">=</span> <span class="mf">0.0</span>
+<span class="n">metallicity</span> <span class="o">=</span> <span class="mf">0.02</span>
+<span class="n">max_evolution_time</span> <span class="o">=</span> <span class="mi">15000</span> <span class="c1"># You need to set this!</span>
+
+<span class="n">argstring</span> <span class="o">=</span> <span class="s2">&quot;binary_c M_1 </span><span class="si">{0:g}</span><span class="s2"> M_2 </span><span class="si">{1:g}</span><span class="s2"> separation </span><span class="si">{2:g}</span><span class="s2"> orbital_period </span><span class="si">{3:g}</span><span class="s2"> eccentricity </span><span class="si">{4:g}</span><span class="s2"> metallicity </span><span class="si">{5:g}</span><span class="s2"> max_evolution_time </span><span class="si">{6:g}</span><span class="s2">  &quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+    <span class="n">m1</span><span class="p">,</span>
+    <span class="n">m2</span><span class="p">,</span>
+    <span class="n">separation</span><span class="p">,</span>
+    <span class="n">orbital_period</span><span class="p">,</span>
+    <span class="n">eccentricity</span><span class="p">,</span>
+    <span class="n">metallicity</span><span class="p">,</span>
+    <span class="n">max_evolution_time</span><span class="p">,</span>
+<span class="p">)</span>
+
+<span class="n">output</span> <span class="o">=</span> <span class="n">binary_c_python_api</span><span class="o">.</span><span class="n">run_binary_custom_logging</span><span class="p">(</span><span class="n">argstring</span><span class="p">,</span> <span class="n">func_memaddr</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">output</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">)[:</span><span class="mi">20</span><span class="p">]))</span>
+</pre></div>
+</div>
+</div>
+<div class="nboutput nblast docutils container">
+<div class="prompt empty docutils container">
+</div>
+<div class="output_area docutils container">
+<div class="highlight"><pre>
+example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 0 15 14 1 1 3540.3 0
+INITIAL_GRID 15 14 4530 0.02 1 0
+MY_STELLAR_DATA time=0 mass=15
+example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 0 15 14 1 1 3540.3 0
+INITIAL_GRID 15 14 4530 0.02 1 0
+MY_STELLAR_DATA time=0 mass=15
+example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 1e-07 15 14 1 1 3540.3 0
+MY_STELLAR_DATA time=1e-07 mass=15
+example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 2e-07 15 14 1 1 3540.3 0
+MY_STELLAR_DATA time=2e-07 mass=15
+example_header_1 time=3e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 3e-07 15 14 1 1 3540.3 0
+MY_STELLAR_DATA time=3e-07 mass=15
+example_header_1 time=4e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0
+example_header_2 4e-07 15 14 1 1 3540.3 0
+MY_STELLAR_DATA time=4e-07 mass=15
+</pre></div></div>
+</div>
+</div>
+</div>
+<div class="section" id="Using-utils-functions">
+<h2>Using utils functions<a class="headerlink" href="#Using-utils-functions" title="Permalink to this headline">¶</a></h2>
+<p>In the utils.functions there are some functions that make it easier to interact with the core api functions.</p>
+<div class="section" id="run_system()">
+<h3>run_system()<a class="headerlink" href="#run_system()" title="Permalink to this headline">¶</a></h3>
+<p>This function serves as an example on the function run_system and parse_output. There is more functionality with this method and several tasks are done behind the scene.</p>
+<p>Requires pandas, numpy to run.</p>
+<p>run_system: mostly just makes passing arguments to the function easier. It also loads all the necessary defaults in the background parse_output: Takes the raw output of binary_c and selects those lines that start with the given header. Note, if you dont use the custom_logging functionality binary_c should be configured to have output that starts with that given header</p>
+<p>The parsing of the output only works correctly if either all of the values are described inline like `mass=’ or none of them are.</p>
+<div class="nbinput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[20]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="k">import</span> <span class="n">run_system</span><span class="p">,</span> <span class="n">parse_output</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+
+<span class="c1"># Run system. all arguments can be given as optional arguments.</span>
+<span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">M_2</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">separation</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">orbital_period</span><span class="o">=</span><span class="mi">100000000000</span><span class="p">)</span>
+
+<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">output</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">)[:</span><span class="mi">10</span><span class="p">]))</span>
+
+<span class="c1"># Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)</span>
+<span class="n">result_example_header_1</span> <span class="o">=</span> <span class="n">parse_output</span><span class="p">(</span><span class="n">output</span><span class="p">,</span> <span class="n">selected_header</span><span class="o">=</span><span class="s2">&quot;example_header_1&quot;</span><span class="p">)</span>
+<span class="n">result_example_header_2</span> <span class="o">=</span> <span class="n">parse_output</span><span class="p">(</span><span class="n">output</span><span class="p">,</span> <span class="n">selected_header</span><span class="o">=</span><span class="s2">&quot;example_header_2&quot;</span><span class="p">)</span>
+
+<span class="c1"># print(result_example_header_1)</span>
+
+<span class="c1">#### Now do whatever you want with it:</span>
+<span class="c1"># Or put them into a pandas array</span>
+
+<span class="c1"># Cast the data into a dataframe.</span>
+<span class="c1"># This example automatically catches the column names because the binary_c output line is constructed as &#39;example_header_1 time=&lt;number&gt;..&#39;</span>
+<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n\n</span><span class="s1">&#39;</span><span class="p">)</span>
+
+<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">result_example_header_1</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">df</span><span class="p">)</span>
+
+<span class="c1"># This example has column headers which are numbered, but we can override that with custom headers.</span>
+<span class="n">df2</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">result_example_header_2</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
+<span class="n">df2</span><span class="o">.</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;time&#39;</span><span class="p">,</span> <span class="s1">&#39;mass_1&#39;</span><span class="p">,</span> <span class="s1">&#39;mass_2&#39;</span><span class="p">,</span> <span class="s1">&#39;st1&#39;</span><span class="p">,</span> <span class="s1">&#39;st2&#39;</span><span class="p">,</span> <span class="s1">&#39;sep&#39;</span><span class="p">,</span> <span class="s1">&#39;ecc&#39;</span><span class="p">]</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">df2</span><span class="p">)</span>
+
+</pre></div>
+</div>
+</div>
+<div class="nboutput nblast docutils container">
+<div class="prompt empty docutils container">
+</div>
+<div class="output_area docutils container">
+<div class="highlight"><pre>
+example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0
+example_header_2 0 10 20 1 1 2.81762e+08 0
+INITIAL_GRID 10 20 1e+11 0.02 1 0
+example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0
+example_header_2 0 10 20 1 1 2.81762e+08 0
+INITIAL_GRID 10 20 1e+11 0.02 1 0
+example_header_1 time=1e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0
+example_header_2 1e-07 10 20 1 1 2.81762e+08 0
+example_header_1 time=2e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0
+example_header_2 2e-07 10 20 1 1 2.81762e+08 0
+
+
+
+              time    mass_1    mass_2   st1   st2           sep  ecc
+0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+...            ...       ...       ...   ...   ...           ...  ...
+3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+
+[3932 rows x 7 columns]
+              time    mass_1    mass_2   st1   st2           sep  ecc
+0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0
+...            ...       ...       ...   ...   ...           ...  ...
+3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0
+
+[3932 rows x 7 columns]
+</pre></div></div>
+</div>
+</div>
+<div class="section" id="run_system()-and-custom-logging">
+<h3>run_system() and custom logging<a class="headerlink" href="#run_system()-and-custom-logging" title="Permalink to this headline">¶</a></h3>
+<p>Function that will use a automatically generated piece of logging code. Compile it, load it into memory and run a binary system. See run_system on how several things are done in the background here.</p>
+<div class="nbinput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[21]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.custom_logging_functions</span> <span class="k">import</span> <span class="p">(</span>
+    <span class="n">autogen_C_logging_code</span><span class="p">,</span>
+    <span class="n">binary_c_log_code</span><span class="p">,</span>
+<span class="p">)</span>
+
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+
+<span class="c1"># generate logging lines. Here you can choose whatever you want to have logged, and with what header</span>
+<span class="c1"># this generates working print statements</span>
+<span class="n">logging_line</span> <span class="o">=</span> <span class="n">autogen_C_logging_code</span><span class="p">(</span>
+    <span class="p">{</span><span class="s2">&quot;MY_STELLAR_DATA&quot;</span><span class="p">:</span> <span class="p">[</span><span class="s2">&quot;model.time&quot;</span><span class="p">,</span> <span class="s2">&quot;star[0].mass&quot;</span><span class="p">],}</span>
+<span class="p">)</span>
+<span class="c1"># OR</span>
+<span class="c1"># You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.</span>
+<span class="n">logging_line</span> <span class="o">=</span> <span class="s1">&#39;Printf(&quot;MY_STELLAR_DATA time=</span><span class="si">%g</span><span class="s1"> mass=</span><span class="si">%g</span><span class="se">\\</span><span class="s1">n&quot;, stardata-&gt;model.time, stardata-&gt;star[0].mass)&#39;</span>
+
+<span class="c1"># Generate entire shared lib code around logging lines</span>
+<span class="n">custom_logging_code</span> <span class="o">=</span> <span class="n">binary_c_log_code</span><span class="p">(</span><span class="n">logging_line</span><span class="p">)</span>
+
+<span class="c1"># Run system. all arguments can be given as optional arguments. the custom_logging_code is one of them and will be processed automatically.</span>
+<span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span>
+    <span class="n">M_1</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+    <span class="n">metallicity</span><span class="o">=</span><span class="mf">0.002</span><span class="p">,</span>
+    <span class="n">M_2</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span>
+    <span class="n">separation</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+    <span class="n">orbital_period</span><span class="o">=</span><span class="mi">100000000000</span><span class="p">,</span>
+    <span class="n">custom_logging_code</span><span class="o">=</span><span class="n">custom_logging_code</span><span class="p">,</span>
+<span class="p">)</span>
+
+<span class="c1"># Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)</span>
+<span class="c1"># DOESNT WORK YET if you have the line autogenerated.</span>
+<span class="n">result_example_header</span> <span class="o">=</span> <span class="n">parse_output</span><span class="p">(</span><span class="n">output</span><span class="p">,</span> <span class="s2">&quot;MY_STELLAR_DATA&quot;</span><span class="p">)</span>
+
+<span class="c1"># Cast the data into a dataframe.</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">result_example_header</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
+
+<span class="c1"># Do whatever you like with the dataframe.</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">df</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="nboutput nblast docutils container">
+<div class="prompt empty docutils container">
+</div>
+<div class="output_area docutils container">
+<div class="highlight"><pre>
+              time      mass
+0     0.000000e+00  1.000000
+1     0.000000e+00  1.000000
+2     1.000000e-07  1.000000
+3     2.000000e-07  1.000000
+4     3.000000e-07  1.000000
+...            ...       ...
+3630  1.131680e+04  0.627748
+3631  1.231680e+04  0.627748
+3632  1.331680e+04  0.627748
+3633  1.431680e+04  0.627748
+3634  1.500000e+04  0.627748
+
+[3635 rows x 2 columns]
+</pre></div></div>
+</div>
+</div>
+</div>
+<div class="section" id="Other-example">
+<h2>Other example<a class="headerlink" href="#Other-example" title="Permalink to this headline">¶</a></h2>
+<p>Checking how much mass stars lose on the main sequence.</p>
+<div class="nbinput nblast docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[12]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="k">def</span> <span class="nf">run_and_calc_mass</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Function to run a given system and look at the mass lost in the main sequence of the star</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># start = time.time()</span>
+    <span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+    <span class="n">result</span> <span class="o">=</span> <span class="n">parse_output</span><span class="p">(</span><span class="n">output</span><span class="p">,</span> <span class="s1">&#39;example_header_1&#39;</span><span class="p">)</span>
+    <span class="c1"># stop = time.time()</span>
+    <span class="c1"># print(&quot;Took {:.2f}s to run single system&quot;.format(stop-start))</span>
+    <span class="c1"># print(&quot;The following keys are present in the results:\n{}&quot;.format(result.keys()))</span>
+    <span class="c1"># print(len(result))</span>
+
+    <span class="c1">#### Now do whatever you want with it:</span>
+
+    <span class="c1"># Cast the data into a dataframe.</span>
+    <span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
+
+    <span class="c1"># Get last change moment</span>
+    <span class="n">last_st</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;st1&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">()[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
+    <span class="n">last_stellar_type_change_time_1</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">st1</span><span class="o">==</span><span class="n">last_st</span><span class="p">][</span><span class="s1">&#39;time&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+
+    <span class="c1"># slice to get that last time</span>
+    <span class="n">sliced_df</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">time</span> <span class="o">&lt;</span> <span class="n">last_stellar_type_change_time_1</span><span class="p">]</span> <span class="c1"># Cut off late parts of evolution</span>
+
+    <span class="n">main_sequence</span> <span class="o">=</span> <span class="n">sliced_df</span><span class="p">[</span><span class="n">sliced_df</span><span class="o">.</span><span class="n">st1</span><span class="o">==</span><span class="mi">1</span><span class="p">]</span>
+
+    <span class="n">initial_mass</span> <span class="o">=</span> <span class="n">main_sequence</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">mass_1</span>
+    <span class="n">final_mass</span> <span class="o">=</span> <span class="n">main_sequence</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">mass_1</span>
+
+    <span class="n">initial_time</span> <span class="o">=</span> <span class="n">main_sequence</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">time</span>
+    <span class="n">final_time</span> <span class="o">=</span> <span class="n">main_sequence</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">time</span>
+
+    <span class="n">mass_lost</span> <span class="o">=</span> <span class="n">initial_mass</span> <span class="o">-</span> <span class="n">final_mass</span>
+    <span class="n">fraction</span> <span class="o">=</span> <span class="n">mass_lost</span><span class="o">/</span><span class="n">initial_mass</span>
+
+    <span class="c1"># Return the mass fraction (wrt initial mass)</span>
+    <span class="k">return</span> <span class="n">fraction</span>
+
+</pre></div>
+</div>
+</div>
+<div class="nbinput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[13]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="kn">import</span> <span class="nn">time</span>
+
+<span class="n">metallicity_002</span> <span class="o">=</span> <span class="mf">0.02</span>
+<span class="n">metallicity_001</span> <span class="o">=</span> <span class="mf">0.01</span>
+<span class="n">metallicity_0002</span> <span class="o">=</span> <span class="mf">0.002</span>
+
+<span class="n">mass_range</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">25</span><span class="p">,</span> <span class="o">.</span><span class="mi">5</span><span class="p">)</span>
+
+<span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+<span class="n">fractions_z002</span> <span class="o">=</span> <span class="p">[</span><span class="n">run_and_calc_mass</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="n">mass</span><span class="p">,</span>
+                                    <span class="n">M_2</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
+                                    <span class="n">separation</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+                                    <span class="n">orbital_period</span><span class="o">=</span><span class="mi">100000000000</span><span class="p">,</span>
+                                    <span class="n">metallicity</span><span class="o">=</span><span class="n">metallicity_002</span><span class="p">,</span>
+                                    <span class="n">effective_metallicity</span><span class="o">=</span><span class="n">metallicity_002</span><span class="p">)</span>
+                 <span class="k">for</span> <span class="n">mass</span> <span class="ow">in</span> <span class="n">mass_range</span><span class="p">]</span>
+
+<span class="n">fractions_z001</span> <span class="o">=</span> <span class="p">[</span><span class="n">run_and_calc_mass</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="n">mass</span><span class="p">,</span>
+                                    <span class="n">M_2</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
+                                    <span class="n">separation</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+                                    <span class="n">orbital_period</span><span class="o">=</span><span class="mi">100000000000</span><span class="p">,</span>
+                                    <span class="n">metallicity</span><span class="o">=</span><span class="n">metallicity_001</span><span class="p">,</span>
+                                    <span class="n">effective_metallicity</span><span class="o">=</span><span class="n">metallicity_001</span><span class="p">)</span>
+                 <span class="k">for</span> <span class="n">mass</span> <span class="ow">in</span> <span class="n">mass_range</span><span class="p">]</span>
+
+<span class="n">fractions_z0002</span> <span class="o">=</span> <span class="p">[</span><span class="n">run_and_calc_mass</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="n">mass</span><span class="p">,</span>
+                                     <span class="n">M_2</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
+                                     <span class="n">separation</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+                                     <span class="n">orbital_period</span><span class="o">=</span><span class="mi">100000000000</span><span class="p">,</span>
+                                     <span class="n">metallicity</span><span class="o">=</span><span class="n">metallicity_0002</span><span class="p">,</span>
+                                     <span class="n">effective_metallicity</span><span class="o">=</span><span class="n">metallicity_0002</span><span class="p">)</span>
+                 <span class="k">for</span> <span class="n">mass</span> <span class="ow">in</span> <span class="n">mass_range</span><span class="p">]</span>
+<span class="n">stop</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Took </span><span class="si">{}</span><span class="s2">s&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">stop</span><span class="o">-</span><span class="n">start</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="nboutput nblast docutils container">
+<div class="prompt empty docutils container">
+</div>
+<div class="output_area docutils container">
+<div class="highlight"><pre>
+Took 14.214274644851685s
+</pre></div></div>
+</div>
+<div class="nbinput docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[22]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+
+<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">nrows</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">ncols</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+
+<span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">mass_range</span><span class="p">,</span> <span class="n">fractions_z002</span><span class="p">,</span> <span class="s1">&#39;--&#39;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">&#39;Z=0.02&#39;</span><span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">mass_range</span><span class="p">,</span> <span class="n">fractions_z001</span><span class="p">,</span> <span class="s1">&#39;-.&#39;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">&#39;Z=0.01&#39;</span><span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">mass_range</span><span class="p">,</span> <span class="n">fractions_z0002</span><span class="p">,</span> <span class="s1">&#39;-&#39;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">&#39;Z=0.002&#39;</span><span class="p">)</span>
+
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;Initial Mass ($M_{\odot}$)&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">18</span><span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;Fraction of total initial mass lost on main sequence&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">18</span><span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Fraction of total initial mass lost during main sequence for different metallicities&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">18</span><span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_yscale</span><span class="p">(</span><span class="s1">&#39;log&#39;</span><span class="p">)</span>
+<span class="c1">#save_loop(name=&#39;plots/mass_loss_MS.{format}&#39;, formats=[&#39;pdf&#39;, &#39;png&#39;, &#39;eps&#39;], bbox_inches=&#39;tight&#39;)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="nboutput nblast docutils container">
+<div class="prompt empty docutils container">
+</div>
+<div class="output_area docutils container">
+<img alt="../../_images/examples_old_workshop_example_notebook_17_0.png" src="../../_images/examples_old_workshop_example_notebook_17_0.png" />
+</div>
+</div>
+<div class="nbinput nblast docutils container">
+<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
+</pre></div>
+</div>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
+<span></span>
+</pre></div>
+</div>
+</div>
+</div>
+</div>
+
+
+           </div>
+           
+          </div>
+          <footer>
+  
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>
+        &copy; Copyright 2021, David Hendriks, Robert Izzard
+
+    </p>
+  </div>
+  Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
+<br><br>
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
+<br><br>
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+
+
+
+</footer>
+
+        </div>
+      </div>
+
+    </section>
+
+  </div>
+  
+
+
+  <script type="text/javascript">
+      jQuery(function () {
+          SphinxRtdTheme.Navigation.enable(true);
+      });
+  </script>
+
+  
+  
+    
+   
+
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/build/html/examples/old/workshop_example_notebook.ipynb b/docs/build/html/examples/old/workshop_example_notebook.ipynb
new file mode 100644
index 000000000..4eca58797
--- /dev/null
+++ b/docs/build/html/examples/old/workshop_example_notebook.ipynb
@@ -0,0 +1,641 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# Binary_c and python example notebook\n",
+    "The following notebook servers as an example of how the binary_c python wrapper works and how it could be used.\n",
+    "\n",
+    "By: David Hendriks 30 nov 2019"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": [
+    "import binarycpython\n",
+    "import binary_c_python_api"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Core api wrapper functions:"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_binary()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "Binary_c output:\n",
+      "\n",
+      "\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 1e-07 15 14 1 1 3540.3 0\n",
+      "example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 2e-07 15 14 1 1 3540.3 0\n"
+     ]
+    }
+   ],
+   "source": [
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g}  \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary(argstring)\n",
+    "\n",
+    "print(\"\\n\\nBinary_c output:\\n\\n\")\n",
+    "print('\\n'.join(output.split('\\n')[:10]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_binary_with_log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "True\n",
+      "      TIME      M1       M2   K1  K2           SEP   ECC  R1/ROL1 R2/ROL2  TYPE RANDOM_SEED=7106 RANDOM_COUNT=0\n",
+      "     0.0000   15.000   14.000  1   1     2.786e+08  0.00   0.000   0.000  INITIAL \n",
+      "    12.7509   14.645   13.776  2   1    2.8427e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    12.7773   14.639   13.775  4   1    2.8435e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    13.1380   13.748   13.758  4   1    2.9373e+08  0.00   0.000   0.000  q-inv\n",
+      "    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  OFF_MS\n",
+      "    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.1204   10.726   13.700  4   4    3.3081e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2118   10.410   13.566  5   4    3.3702e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  Randbuf=34421 - d48r(0)=0.0570946 - d48r(1)=0.458272 - d48r(2)=0.13108 - d48r(3)=0.562029 - d48r(4)=0.924056 \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.89211 Mc=4.78817 type=5) -> kick 1(190) vk=302.148 vr=0.113492 omega=5.80602 phi=0.124379 -> vn=302.048 ; final sep -31.2365 ecc -1 (random count 0) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  DISRUPT \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN\n",
+      "    15.7087    1.472   10.210 13   5       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  d48r(5)=0.608402 - d48r(6)=0.696003 - d48r(7)=0.796455 - d48r(8)=0.0834973 \n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.85661 Mc=4.3914 type=5) -> kick 1(190) vk=392.156 vr=0 omega=0.524629 phi=0.634667 -> vn=392.156 ; final sep -31.2365 ecc -1 (random count 5) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; \n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  q-inv\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN\n",
+      " 15000.0000    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  MAX_TIME\n",
+      "Probability : 1\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "import tempfile\n",
+    "import os\n",
+    "\n",
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "log_filename=tempfile.gettempdir() + \"/test_log.txt\"\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g} log_filename {7} \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    "    log_filename,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary(argstring)\n",
+    "\n",
+    "print(os.path.exists(log_filename))\n",
+    "\n",
+    "with open(log_filename, 'r') as f:\n",
+    "    print(f.read())\n",
+    "\n",
+    "\n",
+    "# print(\"\\n\\nBinary_c output:\\n\\n\")\n",
+    "# print(output)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run binary with custom logging line"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "MY_STELLAR_DATA time=0 mass=15\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "MY_STELLAR_DATA time=0 mass=15\n",
+      "example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 1e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=1e-07 mass=15\n",
+      "example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 2e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=2e-07 mass=15\n",
+      "example_header_1 time=3e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 3e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=3e-07 mass=15\n",
+      "example_header_1 time=4e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 4e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=4e-07 mass=15\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils import custom_logging_functions\n",
+    "# generate logging lines. Here you can choose whatever you want to have logged, and with what header\n",
+    "# this generates working print statements\n",
+    "logging_line = custom_logging_functions.autogen_C_logging_code(\n",
+    "    {\"MY_STELLAR_DATA\": [\"model.time\", \"star[0].mass\"],}\n",
+    ")\n",
+    "# OR\n",
+    "# You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g mass=%g\\\\n\", stardata->model.time, stardata->star[0].mass)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = custom_logging_functions.binary_c_log_code(logging_line)\n",
+    "# print(custom_logging_code)\n",
+    "\n",
+    "# Make this code into a shared library and the function into memory\n",
+    "func_memaddr = custom_logging_functions.create_and_load_logging_function(custom_logging_code)\n",
+    "\n",
+    "# Run system with custom logging code\n",
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g}  \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary_custom_logging(argstring, func_memaddr)\n",
+    "print('\\n'.join(output.split('\\n')[:20]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Using utils functions\n",
+    "In the utils.functions there are some functions that make it easier to interact with the core api functions. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_system()\n",
+    "This function serves as an example on the function run_system and parse_output. \n",
+    "There is more functionality with this method and several tasks are done behind the scene.\n",
+    "\n",
+    "Requires pandas, numpy to run.\n",
+    "\n",
+    "run_system: mostly just makes passing arguments to the function easier. It also loads all the necessary defaults in the background\n",
+    "parse_output: Takes the raw output of binary_c and selects those lines that start with the given header. \n",
+    "Note, if you dont use the custom_logging functionality binary_c should be configured to have output that starts with that given header\n",
+    "\n",
+    "The parsing of the output only works correctly if either all of the values are described inline like `mass=<number>' or none of them are.    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 0 10 20 1 1 2.81762e+08 0\n",
+      "INITIAL_GRID 10 20 1e+11 0.02 1 0\n",
+      "example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 0 10 20 1 1 2.81762e+08 0\n",
+      "INITIAL_GRID 10 20 1e+11 0.02 1 0\n",
+      "example_header_1 time=1e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 1e-07 10 20 1 1 2.81762e+08 0\n",
+      "example_header_1 time=2e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 2e-07 10 20 1 1 2.81762e+08 0\n",
+      "\n",
+      "\n",
+      "\n",
+      "              time    mass_1    mass_2   st1   st2           sep  ecc\n",
+      "0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "...            ...       ...       ...   ...   ...           ...  ...\n",
+      "3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "\n",
+      "[3932 rows x 7 columns]\n",
+      "              time    mass_1    mass_2   st1   st2           sep  ecc\n",
+      "0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "...            ...       ...       ...   ...   ...           ...  ...\n",
+      "3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "\n",
+      "[3932 rows x 7 columns]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils.functions import run_system, parse_output\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments.\n",
+    "output = run_system(M_1=10, M_2=20, separation=0, orbital_period=100000000000)\n",
+    "\n",
+    "print('\\n'.join(output.split('\\n')[:10]))\n",
+    "\n",
+    "# Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)\n",
+    "result_example_header_1 = parse_output(output, selected_header=\"example_header_1\")\n",
+    "result_example_header_2 = parse_output(output, selected_header=\"example_header_2\")\n",
+    "\n",
+    "# print(result_example_header_1)\n",
+    "\n",
+    "#### Now do whatever you want with it:\n",
+    "# Or put them into a pandas array\n",
+    "\n",
+    "# Cast the data into a dataframe.\n",
+    "# This example automatically catches the column names because the binary_c output line is constructed as 'example_header_1 time=<number>..'\n",
+    "print('\\n\\n')\n",
+    "\n",
+    "df = pd.DataFrame.from_dict(result_example_header_1, dtype=np.float64)\n",
+    "print(df)\n",
+    "\n",
+    "# This example has column headers which are numbered, but we can override that with custom headers.\n",
+    "df2 = pd.DataFrame.from_dict(result_example_header_2, dtype=np.float64)\n",
+    "df2.columns=['time', 'mass_1', 'mass_2', 'st1', 'st2', 'sep', 'ecc']\n",
+    "print(df2)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_system() and custom logging\n",
+    "Function that will use a automatically generated piece of logging code. Compile it, load it \n",
+    "into memory and run a binary system. See run_system on how several things are done in the background here.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "              time      mass\n",
+      "0     0.000000e+00  1.000000\n",
+      "1     0.000000e+00  1.000000\n",
+      "2     1.000000e-07  1.000000\n",
+      "3     2.000000e-07  1.000000\n",
+      "4     3.000000e-07  1.000000\n",
+      "...            ...       ...\n",
+      "3630  1.131680e+04  0.627748\n",
+      "3631  1.231680e+04  0.627748\n",
+      "3632  1.331680e+04  0.627748\n",
+      "3633  1.431680e+04  0.627748\n",
+      "3634  1.500000e+04  0.627748\n",
+      "\n",
+      "[3635 rows x 2 columns]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils.custom_logging_functions import (\n",
+    "    autogen_C_logging_code,\n",
+    "    binary_c_log_code,\n",
+    ")\n",
+    "\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "# generate logging lines. Here you can choose whatever you want to have logged, and with what header\n",
+    "# this generates working print statements\n",
+    "logging_line = autogen_C_logging_code(\n",
+    "    {\"MY_STELLAR_DATA\": [\"model.time\", \"star[0].mass\"],}\n",
+    ")\n",
+    "# OR\n",
+    "# You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g mass=%g\\\\n\", stardata->model.time, stardata->star[0].mass)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = binary_c_log_code(logging_line)\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments. the custom_logging_code is one of them and will be processed automatically.\n",
+    "output = run_system(\n",
+    "    M_1=1,\n",
+    "    metallicity=0.002,\n",
+    "    M_2=0.1,\n",
+    "    separation=0,\n",
+    "    orbital_period=100000000000,\n",
+    "    custom_logging_code=custom_logging_code,\n",
+    ")\n",
+    "\n",
+    "# Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)\n",
+    "# DOESNT WORK YET if you have the line autogenerated.\n",
+    "result_example_header = parse_output(output, \"MY_STELLAR_DATA\")\n",
+    "\n",
+    "# Cast the data into a dataframe.\n",
+    "df = pd.DataFrame.from_dict(result_example_header, dtype=np.float64)\n",
+    "\n",
+    "# Do whatever you like with the dataframe.\n",
+    "print(df)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Other example\n",
+    "Checking how much mass stars lose on the main sequence."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": [
+    "def run_and_calc_mass(**kwargs):\n",
+    "    \"\"\"\n",
+    "    Function to run a given system and look at the mass lost in the main sequence of the star\n",
+    "    \"\"\"\n",
+    "    # start = time.time()\n",
+    "    output = run_system(**kwargs)\n",
+    "    result = parse_output(output, 'example_header_1')\n",
+    "    # stop = time.time()\n",
+    "    # print(\"Took {:.2f}s to run single system\".format(stop-start))\n",
+    "    # print(\"The following keys are present in the results:\\n{}\".format(result.keys()))\n",
+    "    # print(len(result))\n",
+    "\n",
+    "    #### Now do whatever you want with it: \n",
+    "\n",
+    "    # Cast the data into a dataframe. \n",
+    "    df = pd.DataFrame.from_dict(result, dtype=np.float64)\n",
+    "\n",
+    "    # Get last change moment\n",
+    "    last_st = df['st1'].unique()[-1]\n",
+    "    last_stellar_type_change_time_1 = df[df.st1==last_st]['time'].iloc[0]\n",
+    "\n",
+    "    # slice to get that last time\n",
+    "    sliced_df = df[df.time < last_stellar_type_change_time_1] # Cut off late parts of evolution\n",
+    "\n",
+    "    main_sequence = sliced_df[sliced_df.st1==1]\n",
+    "    \n",
+    "    initial_mass = main_sequence.iloc[0].mass_1\n",
+    "    final_mass = main_sequence.iloc[-1].mass_1\n",
+    "    \n",
+    "    initial_time = main_sequence.iloc[0].time\n",
+    "    final_time = main_sequence.iloc[-1].time\n",
+    "    \n",
+    "    mass_lost = initial_mass - final_mass\n",
+    "    fraction = mass_lost/initial_mass\n",
+    "\n",
+    "    # Return the mass fraction (wrt initial mass)\n",
+    "    return fraction\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Took 14.214274644851685s\n"
+     ]
+    }
+   ],
+   "source": [
+    "import time\n",
+    "\n",
+    "metallicity_002 = 0.02\n",
+    "metallicity_001 = 0.01\n",
+    "metallicity_0002 = 0.002\n",
+    "\n",
+    "mass_range = np.arange(1, 25, .5)\n",
+    "\n",
+    "start = time.time()\n",
+    "fractions_z002 = [run_and_calc_mass(M_1=mass, \n",
+    "                                    M_2=10, \n",
+    "                                    separation=0, \n",
+    "                                    orbital_period=100000000000, \n",
+    "                                    metallicity=metallicity_002, \n",
+    "                                    effective_metallicity=metallicity_002) \n",
+    "                 for mass in mass_range]\n",
+    "\n",
+    "fractions_z001 = [run_and_calc_mass(M_1=mass, \n",
+    "                                    M_2=10, \n",
+    "                                    separation=0, \n",
+    "                                    orbital_period=100000000000, \n",
+    "                                    metallicity=metallicity_001, \n",
+    "                                    effective_metallicity=metallicity_001) \n",
+    "                 for mass in mass_range]\n",
+    "\n",
+    "fractions_z0002 = [run_and_calc_mass(M_1=mass, \n",
+    "                                     M_2=10, \n",
+    "                                     separation=0, \n",
+    "                                     orbital_period=100000000000, \n",
+    "                                     metallicity=metallicity_0002, \n",
+    "                                     effective_metallicity=metallicity_0002) \n",
+    "                 for mass in mass_range]\n",
+    "stop = time.time()\n",
+    "print(\"Took {}s\".format(stop-start))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(12,8))\n",
+    "\n",
+    "ax.plot(mass_range, fractions_z002, '--', label='Z=0.02')\n",
+    "ax.plot(mass_range, fractions_z001, '-.', label='Z=0.01')\n",
+    "ax.plot(mass_range, fractions_z0002, '-', label='Z=0.002')\n",
+    "\n",
+    "ax.set_xlabel(r'Initial Mass ($M_{\\odot}$)', fontsize=18)\n",
+    "ax.set_ylabel(r'Fraction of total initial mass lost on main sequence', fontsize=18)\n",
+    "ax.set_title('Fraction of total initial mass lost during main sequence for different metallicities', fontsize=18)\n",
+    "ax.legend()\n",
+    "ax.set_yscale('log')\n",
+    "#save_loop(name='plots/mass_loss_MS.{format}', formats=['pdf', 'png', 'eps'], bbox_inches='tight')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/docs/build/html/functions.html b/docs/build/html/functions.html
index 07b0bb37b..3465d88ef 100644
--- a/docs/build/html/functions.html
+++ b/docs/build/html/functions.html
@@ -784,9 +784,9 @@ of all the binary_c parameters.</p>
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html
index 3a9999ba9..c8561f809 100644
--- a/docs/build/html/genindex.html
+++ b/docs/build/html/genindex.html
@@ -756,9 +756,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/grid.html b/docs/build/html/grid.html
index 87610dc30..767edc670 100644
--- a/docs/build/html/grid.html
+++ b/docs/build/html/grid.html
@@ -667,9 +667,9 @@ passed to json.dumps)</p></li>
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/grid_options_defaults.html b/docs/build/html/grid_options_defaults.html
index d93c11f8f..7d2b632df 100644
--- a/docs/build/html/grid_options_defaults.html
+++ b/docs/build/html/grid_options_defaults.html
@@ -297,9 +297,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/grid_options_descriptions.html b/docs/build/html/grid_options_descriptions.html
index cc4a808ad..45f46c130 100644
--- a/docs/build/html/grid_options_descriptions.html
+++ b/docs/build/html/grid_options_descriptions.html
@@ -498,9 +498,9 @@ q extrapolation (below 0.15) method
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/hpc_functions.html b/docs/build/html/hpc_functions.html
index 66f518eb7..a48576f62 100644
--- a/docs/build/html/hpc_functions.html
+++ b/docs/build/html/hpc_functions.html
@@ -228,9 +228,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/index.html b/docs/build/html/index.html
index ae924d58a..d68cecad7 100644
--- a/docs/build/html/index.html
+++ b/docs/build/html/index.html
@@ -316,18 +316,18 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="example_notebooks.html">Example notebooks</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_extra_features.html">Tutorial: Extra features and functionality of binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_api_functionality.html">Tutorial: Using the API functionality of binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_single.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_BHBH.html">Tutorial: Running individual systems with binary_c-python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_massive_remnants.html">Example use case: Zero-age stellar luminosity function</a></li>
-<li class="toctree-l2"><a class="reference internal" href="notebook_solar_system.html">Solar system using the API functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_individual_systems.html">Tutorial: Running individual systems with binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_custom_logging.html">Tutorial: Using custom logging routines with binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_population.html">Tutorial: Running populations with binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_extra_features.html">Tutorial: Extra features and functionality of binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_api_functionality.html">Tutorial: Using the API functionality of binary_c-python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_single.html">Example use case: Zero-age stellar luminosity function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_luminosity_function_binaries.html">Example use case: Zero-age stellar luminosity function in binaries</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_HRD.html">Example use case: Hertzsprung-Russell diagrams</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_common_envelope_evolution.html">Example use case: Common-envelope evolution</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_BHBH.html">Example use case: Binary black hole systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_massive_remnants.html">Example use case: Massive star luminosity</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/notebook_solar_system.html">Example use case: Solar system using the API functionality</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="binary_c_parameters.html">Binary_c parameters</a><ul>
@@ -386,9 +386,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/modules.html b/docs/build/html/modules.html
index 18874354e..8bac09315 100644
--- a/docs/build/html/modules.html
+++ b/docs/build/html/modules.html
@@ -239,9 +239,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/objects.inv b/docs/build/html/objects.inv
index 559d5c18fde13dd7d00e286b1ebb48a464433a3a..d4677ce1197f13c1393a5b5853226a47f326189f 100644
GIT binary patch
delta 6882
zcmV<88Xe`sF{3t+eSghe*^b;ecfR*iD5xL{5ZPn@`IE5`1h74xv61nN<IW(!+z>2@
zRi(5fYAC7Q-B)>yyk4FpT(px^aqT}hjV|e&?|kQoI$Xr%Sk#a_WX(f&!S(aLE6VnH
z*0&w5K#9-iqCSIDUuRu`>o#c~-c&g6OO$+<=!BkMx~e<~v48Zhll0lq!oqXdcleBI
z@P4|N;T$o;qfGMhifL<`LKtN1)>E4MMv4wSk<koSO;IAyULZj^D2rocdjvu19IUA=
z40A~$uJse4m!~*qxIPu<xE2ZOdQt-sX2`CAyvVvBM)RWWNO9~rs`_PAix|C%8r8Q1
z)wqB4-OKOBK!2VHR6V*q)0Q?rJw8H`Q=6|qgGhmMuoR4E_umNa8~EzG?_S2U@fjoP
z4Y=vh3Dy`;C;u5#ec2UFS!6{whqrxN4o!ZFXYkk;We)xT9XysOo|z1m8TbN<x<h9I
z%gBb%QyJ=T2TRZpe9TeIV!@2{B}>;dQ??zfyB2g8f`1TbAn8DZzadh>ZxIPFvoYb@
zs>s02j~_t=bJ(-Yd|T8luIU@_kMZp0{U1H5Yy9x?_3Mb4<y4d<$YBQ~nxLg4E_#b%
zC%-f7+qQspd<*>26PT$nsbE<=idJ&eSLlqoG3)U=W1;|m#I;$$`&BI&&stHPKz4yg
zQXoQG0)KysYpJC<7r%V{{Xad4nb+UPHPg{#S|Xa}zW*+wAzJ)MgLyqw)U;%@Ehwf2
zV?4XJ-T8II(ohyPf&`%ZjzI1myB+bZst`G&<vUfNh)H)$QApJr3TdaWj)=s=Z*bAJ
zF}on~8(E`;DR)1CsV6Jd4MDW68oQJcc)q|pSbslluegOZjG5qCTF>I9i<kxCbSBgz
zA$Efwv-Eq|bUmR>DTbDnw05DiY?;g`&jCQJ!UBM^LsUBV2D~piUp#tO)mN~_p$&`j
z$_SeSW|v*MqC#GeU_uG?2v&dr9zk|N*)1qetQFH<P+5A%4cB*o5d?i*Nbj)|9HOu4
z@qeL1LBLKWmb#DjK*NACIRlm|>T@8#OMd#ZFBE&BSUXNp`&eV4dssCk&z3C$xbK?Y
z8}n3@>^)$y3qkS38g(5|wz;gqSTFDGFE^iP4k>X@+7Nim(OdKo1S>};NE^#Ru;|O)
zgu(&PKXFW0ZQq1>l9d=?Zif+O_F~ZHMSlq7mUbdS;PfpbHLSd`imJiHzgQG4$Y9g<
zr8lARGaG%`y|F5Ii+~us?`Rv|8xB=0?!GW083LARz2n}{U=4UX-<TX=S=OG~MYJAm
zS&O!)PuLflpbFn15aRI;A1kBK>`>Lvka}km)}F~x>EBZAXyAM?Xn>BGKG=pfJb%33
z2JzW{3O+3|G##<}IY(_qiiS&p4g=D59*_G>ihR{GVi$}$MO^R;ZhFygU$(|)3`1qr
zH^)`;*&Y$*Ibheo9VEs0VbKFGE0Opr;DJF)Dt&}OX`wq@-h~07m1lkSCv?whJl5`*
z5`_nv$dp-?vvlr>MG&jegGPTyk$-`l-6q^+qcR}uHjn#5H`5hB+i@K&M!uYf=Aa+K
zww)P>Ti@g`@LPO$d^uGbUNEmhz-+1>Hi*M(nz5GghDLRZDz~VyF-TtXtzM30<t0fN
z*JiTj=IT`O0zNt;b%u7#d)QU<2ZI^n#bvm>YFWfGC<?&pp1uv^VD-{unt#b}t2;(z
zqA78w0bAd4Kzq&xG6*<6&@`N*`;Fr&cthO0ud0V|aH0Ype}fBce-`je+oI7-uury9
z&n+B0CdZ-+h|Yd~{2C!D>}T*;u%9s^&_2*g*2jC&*8>RnMqo1xG)?cDeB0=qQ>e|C
zHf(h!bl7bJGyS}G>8=r9S$|74V@HE+2@3K^xCGW`snB|3PxF}`F|I;`HwfNN6QvOC
zIPT2RvNhJBvV;V54-MKBk>wqu;?cM0)R)}y8ftmN8c9qe9i~$AIq@ypHaKJh=ExLH
zzzP##kSlm!RDC5T`0(jw;6&@wuRs6#V;}=X%?*rki2~lT`3R!p6o1wLf#+i&Buv}7
zpu|TM2=5VAZ5Swq#6Ad>MJo@=sxe>418S5K&9H5kzbWAnl}Y+CQ3)}K<lS&1nQv$z
z58`^7rSo+&GfGV>)5AR36qaX98{C)5)UrbHMqGN6%-60P7WXZU4oZ_j@%y^5BE^=L
zn8swLc!3RU)a(nZrGFK!GuvT5uUo2$HnTLuRVF*^*L5>>pS2IQrJ+G-G9`XrH#U5r
zwlg*;O~%CU>&Ds+65H}FbS6{$=d&03bzIwwvAbkTdp8la^uD2k)5^$fy)x3A>><QL
z%m5f6gCZ~8j1>>rlAn5%C~Q`gMvukDUI>toaZxOKjTI7wDSuD>pn<ry8aG;4t{D!B
z7BXbYCB(79q%`J@5HcLP_06#&qO%tQ<VswI4z`UYn=rV*Uu|aSCaiB;GduIFHTMim
z94w}SL;bRHQ=*43tJs5}gbK@gp>&K$tSz`IhVpm2kUECPTO01GLA`FC!0RvWUVn+>
z^=2)5G|xA7{D0I#M!;l&eXOXM*bWaFEPDJyNtD=dWLt%Be(`My+S5h3EkPWIcXvVv
zh7>A9>m3wgL}YEjRWX#m^HvTqe4Wu<l!E!l_L7L=9s{<N59!pjg+(mqCIgOop`4v|
z(um>c1n!^{+ClM=IHs4vf~#V1f8`xTqB<{|3xX0XEPwh<PojiHZ!QQ*$goKJvcw9A
zWXMxLR1l=?Vqye9GUA~d((!rsnpj@X7F-o0`1|_%*#1%ru8JZ3UGC=-%j2aDchz8C
z?{6*?B?$W_gCPYA(f;O~F+y}@KhR)Ep+a;!?;{!`9E)vAowS0v$#=wx;h{jbRS4ym
zW-G23j(=)Qc_V}hg>sj$7=ch4^3)F&g!Lk`y)AoVgvMgW;3%ju!^n0WeyW%;TmBHC
zqOsW#FGdhHCY&{cxhyt{iQ=k&w$=#c+PE)Z4Btj<dzEnBMf@=3^5rS?rzLq$#F(DW
zR(zC$`~DQ|9j&nd7{LOv+(R--5S9iU^+GwjyML8s4Ci+Z2EqvyoMFe!7-1Notu=zV
zHg5JA#kmpOK_`@hPc^T?a}I^=e2JY|gPM7J#!lNqUzsU5ZedvC4jnPRRm?+_MfeoN
z58`q%UDkjdhO6mx)dXIlr8n5V7_R}?6qA><b=*BXFPew?s5H5&#(n&czQd$|<(uR;
zwtp>8(p^yU_RFVaC7R&Vw6rA^kHmu6<Y?c*GkW7j^zdN~GKNb0v|)1=yR)QhTN<`=
zBwLol<}0V8hmHh)x{5nUBnydzNldY|abwtIChePlpfO?p!8)e~5n}(h^r<38M{W#|
z2bqM*BwQw;GRYv5a2XqCy0H`v25Biwsef#`l1=d`-IPK{52r$({x+GTh5ov^kZ;TJ
za=e(my6--|`?$_XZ2Q6tw)8y^%Qcf@3A5Yeg4uLkzPCWTZ*uWYqLd>IzNQ>0Wk~6O
zWK3`Ij*g)3w4k1@WVotmx<~aLDsh7V+ggm*0A?Z8t83!?o-3rILNX~hkUQ{w(0|5)
z$9Kl_qI>ut;f+^#31wHDXiASWTSp<CG<+S9EWOuSiu`PbRSi7nUFe^3jH_yGskNg&
zUqK)4^K3fa=g)9llxpwLTv2dC^B!s`KK>WVd_B5Z!+(+B=c<A`ve?N{2srs9wzLTG
z?%WJeKQXA`NAi>IjajXHF-$dU9e-u3OUNXHOhV|>=G)4CE4qtGU83T3U<-|CPt^1=
z%QO$~*9gPUz2~OlF^aJYb$q+Trs=H<sSi7F<2_adkHH-78Pgpx*@x>n?eI626>z>e
zb&c<!3-_N*vBx~X1m}Fl(*k>mCP8Dbwk<3nGzD-haVaZtwyi9cr`sl$m4Ce_c|CZ~
z!Ns-TxFY{+VN4N(Zx>Xjq_1oCBQFSjsmce@XBZm5ZuIO;u{NwS)J!iK^pa6ebXtbC
zuV)C@<9Dl;j9u58P`k_u6?3jJsj2wrFE}CC^#rwMHNr+`QzLv}ca!n1=vO&(FI2=1
zeD&O_hq~zGIM6=4+XduzSAX5z1$Sf8Y@nGrPx}!S&Wlr#L6at@itY~@sQG%bylzZ!
zY$@|S08{lkb~A<_)JS8amtRii73PNg#xW0mbM?63ktWkc0@iFHWJcb_%%GESomE-k
zI#Y33?MGzkHs9IQ!JnU&`s3&g`(eyru69LC#@k{@#dCB+MR~4wKYutF44#E9Bsa^6
zAHV*f>w14gq<d@|S__@iuYKFHGm3_7Fxy?5<Nj8Pje7J14)2yq@5cS5Ah}}8x=%kD
zbnLw^OiR7z%OYe%ge)CHX3k53RXm9qHspgF`>dXw@yV4NL%gxCTH1HRW%8~aZi#i!
zuJwYaMJIaZWYb+P>VLerEAk$e!;Yth4J3u$rjhh@Xp+v7<6xn2r$9&UAdV*(1}f9L
z0?I?tjt(4dBxq^aIT130I|-GMN0>d`u`ZG3?#R%xJ4WqlLw9)NUa_Zd5QlW&YnOO=
zlclVjnwtq@A8i&LN6ekN<~m2`X2MrXgF)ZHvagC7w|t`KxPNgrS1U~WQo9J62F34)
z;8b+}MgE#WruU3`m5exU%nvZnSzuXuO~>;aT5o?2Z<Vm(DsL<#(^W^})=in~q#fHh
zCS;{n%H!~O)3Jh^QKnQ&i+ef(1@KPd@VhOCzgQ^^)YQ5jq$g;DS-9)kI5YP%Xsb<S
zR@8*<X>!o_NPm(pOb;+U(f}Zmwp=xL&M*u9hqp@5x5@gdRi0Us4wcJSq{C<O73m;(
zd`UQ97GD!}%HiJLIA!gpd{rXm=4BxMLYZ0VYRJ5-^6^Qt@`3Ffzbr({sfzQ5iJ~q#
z+M*U;1w)nY-`{?|Nq=@T&2*DlcQwOu{ysA3if@#A<$s(B6n6*^RMl*IF0(32($Z8^
zpM@MBqg%Xr=0x0TBqcrHdPqmmrS{Pf^s93;1g&ctH95!nMMp}??}H#8+g-etj$|eH
z&l>m`Wj0XNpmyyEDugR;xmE-F{sc|_8V@3-e6@4`j}ra-xXe=gLS8ezJ4=`kDs5S~
zrOypF-+#m@k+M#iTSAV>QX+Ed%Q9Wg(OSH8;+#h7Sp8@K$z&!d_BC-aEIh~<(PwwQ
zVbWb5?1t#KoPW{b%r~wN!b|J|rRgo%CrHp*S6oxG&WE5$Sz;}ZtS?fE(~$bs4|yp4
zs)aCluEp$BH!<XHmTy-Yn&$KklNrBl^!il}W`B$njW8}Weqz~K?qThWqD6M2wk3ab
z3laxh<}YZbxNR@E0oz4iyH99ebA2QjdxwW|gf{EN?6@4JGRD$}fK0cG(wqq&-kG3B
z@G8SZl&0ZB-1MZ|H}1~7-vMR!5;j?L{609}v!sq`2_s{W+{ymBg5keLeM>?#XO8QF
zcz+_>Os!<Q{<zaL0jDxUDimpPGgp(z*t;|=)c(7__u@XIEPpt&0n9%(oizlh8BB4_
zfucx*z5$z1mOnh$@XWF<HDL&<fL9K%Y_%?mmTri;h%akSHH)Ne$p5B<6Vsdd)j20U
zd$DsM%jOIgc`^0%h48B*wG_LD8?13xK!2Et+40L@S?-^yWW`kpXRl)GL(}y{D)?5!
z-%l8Za*h<A1Ay4xkN|`ryFjzn@NnS1=)&<AV73aj?7QsJ6&3O-+9QUcoFl~`B}9d0
zt>NK-ZwXO=*(zAFzo6_E6eqS@YkOgnbUnyRSeEjZ)Ny?WnCqagi|sg-9q|p4m4CE7
zX+%13eCUub<r&99)}HRE#IW<EDliP?EGZ5rF_JS7t37?FN?4ZiPSh{?>CgV8If}8Q
z9Z}Z4V%;ryKQb$(D;RT8JFa6RnXi@tsv%Y@&Pq6Y6+0hJMagO+R<1llzD2T<wj|9L
zZvoX7n|72}I2N*YblH&%ux<<5^nWgKPkfRwgL?bR&8G><PTYYveL%P9!I$#{V=ijX
zHAg4dmz^)y3C3L1o~yi8(3&TQFcWj*2cTCYZ3Sa4>d2MvRS<%$0J0IbXS~@RnpHt9
z>O9$NKwTB>y=sd`<mm&4FcY)q*SCn&u=3?N!I+EMaV@F_6R$KjA{a?ol7DMK2Aj4o
zeZsf^F%`69Ii8eGn;AYlS1{(Hc3dlXi-0(AxI_0oSzwD~C2dI>RjhRTkR1?=r0mFv
zhA=4k?k(;NS1{(Hc3c};YzA%p(K1%Fb%;({w$8AA$TZY^he*pN472SPyd2V_I&0cF
zMo@+C5b#VVOB7>CTcTZ0>VM#mU>DY1)y}sLRShkiKCQe7!c5GPUs0hPm0q8sW(-3)
zONz8$`LJW^*G23&(E@SA^fhfrQTx<>Ya9z%JG$RU(JgYyv|kME42lVbObT=uP$=Jo
zVQ(ui-ZnHl+h%LNFPrbXJp;%egxNGx`8zVd%0D5q|3Fr<nZsKZWq*kI&E-^3C9Ga`
zF-y=u#*WN$nCE~yG*0#Ppr-(H(z0|RD-raG>HuIYX-SV}PFn241zCybs%Ys8pW*Gr
zen2o6bz(Ry8}lbR0$FR=(!OWiV>TqEXgygH-#|I&Sdv$qKj!0r;(V~gQP0v5(S*;c
zT%HAJ=fWDuTEmhyL4R!ACtQY6;<+kX`@&oBAzp+nl!J~N`KisL{z%~Dg^cN=?CF=j
zqvz+_)t;UWfSZr=6)>z03Gwt)sDA2}-bo|=c5dj#_7!sW#J1lALd1O!)>Gfo!M@31
z$mX9C&sEXVm%HOjMaS8W|Ab*9Y|Zmk0G_XGc)oJsx#=Raxqq{~M=bZ`?YQsa`T{ul
zi0T$q#}HmkNcJiV<~u_J^1{`b<~23V&;UDsjgNMW^{;w(K^EiV4SZk9;TE5!zZ^i>
zF`x~qEWNop!2>>-ar>=X&o!jUa8MCqBu}Xb9~AAJ3q##7Zu7i0TwV>`MQ~qlD*#5A
zaEOeux~Cm}4Sy1oD+WUW?M3HG){~TsqhJkemkQ@wSM%*cl;_;Vm@7~08P3sY_=+9s
z6-x6W9omh<200|f2CvPA#x<zV7$tv`<V7-!c_f2?DbvM*cfJV(^U{guE|5<w>Dzoq
zTdi)SHo9NLZ)4N_u`Dt-%WKsy{O4@<(qv#~#oGEdFMp1!OH<QA!r6PF)(}?=nggks
z6?Km8WzWQA?$LjuGQ$;0I=tN%;BVU`$5~&Yy5oiBuNH6zcw&1_73`qyQuR4ywxAMy
z%Pu9$OH1tWB$2iwy(&x#Y=!7}FvxsqiJc>UR2Oqf3%Zo~VgCQk3TGJ^J<>|*hvly&
z7^?3If`4mvPq&H80#q&iVZOTDEoNb4+z&;II|_^^T`jdw@Q<`;+kQuXA@bwfe}D0b
z|GNqr+s!!}&Wq^wom7Z^5|_k5Rg!zl!XyqKYH?38v|~Y|@M&36`Ef+z#v83UzB_r*
zn3)=dS7zAW<zGI1S(zC2H5f9$36pU}d!{wCqkr;6Y=9tcCG^(fu$<W@L4WiGL97(%
zpUq0>>*B`}i64Q*H)GHPEoH>XSN#7a%r}vq(hg6qj2k|*so6_t0b!L4MJN^Z#&~0~
zx5kjUd6m1;TsJ^@eXR#m39Im%5_fwQ+vYy!xxO}4ATpG)$-EI`D-Q@bJ^=n0t{QiM
zw13ucbtUhs>LG{+0?Aa+m9O}IHEr8@Az(NbC5R7tbRXqFzOp^!w%I0(p98Y1Vj%x8
zITl?E_XMz`p0ji8XXxU|et!IFRVddgUfzT(fD1f3aW4-77O@%5O4^J5u%%Wo{sW$!
zxYC22e%z+!y-MC3N>is31oH~9dF!`w+kaqrQ;fjuG#ocbS9^t9aMQlw*3PvaqGZRg
zpSZQ7?JY_M^nFGNQ{QNnQTO_fTVR7;q-4OVFDV&R_9$f=a=&tmr0ZQuSh_yu7SOCW
zD8ak*33p8^dxraFuk;VM=1hBul2OOL;?};t$0%9c={IgswY^6PRNIG?kIhmfJAYY*
z=RC#1TvPH?!YXSNmFRTIh=>EMwT9NEoqFclsc1TP>>ziZLfgQssLy+yTv>!aTIupW
zrt%5Mk{SJDWZw$ULN)+>kO%jGLE4Fj@Pokmyv-W{d>LTvRs4K9!@g|`Sc6B5tAI|e
zaUFF0+-eZK1vT4Wqbwd#4kl<O5`WOmeLDd#bYa-Zb#e|e@z)MepXS6tLZEwSRD+l6
z+ahHyFX?f139cZn7_<RWG3#4&>Pzmr!ok&D?%(o?7DQRxRzevpGe9e;0_T7=5kZTZ
zE2bSmowS@?qPhY^0ETgC3+klh;!*|gi>j~qU<u97^xXiofeT29Pu`wsuz$b){Oga2
zkFt}WMa|*HQV`5X8Q0K1wW5!2v^YQ_reg>9Z-Z^;qe9umPXf<JZ-+RDk(3ifoLy*l
z3?Gp{(HY7@)`|3^bXL6!UyfoX=E9Qcu|2%XqLoI99O!P~Eaepr?9|e$8ubcsQy5h(
zEiY;o=5m}dV~X3G0}tjK&ws?8+hEvpd($=>0Ch3~Rf{mNU2d_V##c)SbdC0az1_Qe
z1uNZLAJ8#fekPxU@$Tchj|!-bgzmr(5$EJs!t6G=;OSs<m8Fkgf7mxf1$1^kBGNs!
z4e9H1`jxiL+2*jr2OX6u*c3oM4@7HN65pOE^_%_(4|e*{_PiC@LVt#<iau3T^MPXo
z*b3HpM;I+Jt(q=Q@3}%cDkPJFiqonzUm>!RRflJDyaK`0Fxz8Cc_fW&0^N56f)j#W
zPf)v0XDz#>^MTz>CL}hU$l;OAC)0!RWcpoBvb^qGGSf5f?GBLMXZIvW-P;^AYEL)7
zk<-_Y#oMRld#vc*fqzi@mIIu2w|@%KzWJbsKdla@IKsBb!1CCdEeT0V5croGCtcB%
z=wF|iopzxG4{>;svbMi=BE}ijiuqIHRiX5W&uyBPN)5<+d!*=B3M`bJRzPVdWAC6_
z&G(n5P7k1_GqvY%4vIz-q5t>4|3{krM*&rH+aA*Kh5-F6K3k!Qr!-9ETiU-iRZuZE
zV9+$5!?z%Hh3)X&Z$*0X!EI^YW}1NJYte{g{SB@~kYtz5C?dZmG;hTHFErghQxCNc
crfokF$)lJfkl~=I)Gr$J&Bi4E4+eX;|7_n{0RR91

delta 6269
zcmV-@7=q`cHp4NHeSgJW$&%f;a^1hLpyN91jj5L8simFNt!^n^_j_fPUpS&S3|tcT
zURa!(LrGOD|Av3hUt$cL0gy-x)tidCWai0}Aea~kB+jHn&0|_WcDJg0(RU<oU!;B8
zRYj6l*DEQn$)zvTj#OnE)sJtBD(iC`y^M51FK%6tpM+Ta_kU6Rr!&C93)FYj6_?2m
z)4jCHFf%;LM6V7^gKY}oBxSdr)7;mFboiN!rd3gs94GA!H8@Lhat>^-!H7DCN@}Y@
znIsX``lX?lr*clK@<Og*EjGC8n=%o_jM%j#BWdTwXhzzuA?Kc>s$WL6h|#O4QGM6o
zvg%*IeD!iH$bU<NRF7`YG|=X!rzg~8)aL7?#to^mWGNWV?w^~guhHw5FJFbT@oR;t
zH_3g6FQ}{%>g2yCMW1)1&PhtTxp>>><xppra0bsk$+P75q(kQ%hclC+JWcKrQg-;-
zpggc4{9J~*szZ5FH`O`AA*%&5*5@o-(@5ENsO;LLyMHwpCpBuiq^`c=CP!Zb5@2RS
z!nXxUllz}OCI!k+&m!{|Qnpn|-++G!XE*DA?{QgHkFVam2^d)}B+ru!bts?-T06p`
zw>Wh0yQ02r2`a-|;Fq4kOj$Jr%E^=HB?o<luDBbc9=|gNisbjOHVgD^)k=o5Mv6<4
z-q5)rxPPHNfqxEbsiiTudiCb}e|r`)Z@v#}rlY|$$281+|1zK<TK$^3;_VbEY0YTc
zgiIaAaCX0R*Ea!cLrzMJngoCA8pOS0w*$Ua1#Yf*`A!iWFzAjU3ads#KJE0y88_kZ
z>x#5($RSAhPS$8)irvp(>e*^_-C){R4PDC`bbq~}2UI@qsJKNX3K`&9+Rj#W7cdHh
z8BC~WLSU00v-A(B?)rvyr5IY8)7FL3f-;#=UL*--4OWtHc9=?M&Vb)Y=ZZ(~s>TXn
z9NMwS4`$dbFuU~DkpeqCf(gafBUk}?cm(MUr(Y6sVZE64hV$IH+^X^+VFZ)DB+`3q
z1%HR>t9pLyuotjPUP;48IM6Vm+*}hDD$1)Tz*~0tS63+ZLa~0FqV)k|;cuv@a~>^Q
zoK$^R_s*CXlC$@Km7NcY7uKok5@nwY48}%z@BVWCiN=t;>YLUF9&_{ye)NKs;R~Xj
zWiMFtWv_kVB*;B*OjvDS`+1Uum|<>*8GmN>V$kk|59F2(B7ETVEpAFwIAf8bt{V4h
zLE0omb=&98gvQTo^ksL(D$p04h{^ko_Tio3aKXym6-ETZghg8Ca<6G&4R|}>m@Hsf
z)Smi9v>k0(kCv2|$`!i7MfHFaACGtVSQ&(7hl`pPsdF@8{h18s?mg9x7Mv>vEq|bM
zMIUTUJ08w&gZS(}6+W#pG#s(^Im2z*keW*+U6nL#=kU0%4ars`BX+@PP{alAs=62B
z_GNE;#xPV?eREuOpW%oo%Mx}ic|Z*rKP)=nr8yQ~1spJFO{I^}D=qv`<qv*9XyaL4
z-3fhTEgtK4Oo74yO+?DH$XGac#D8iqYtg-y{tzNPIlB$G%TA?7*liqlhpwk93GK&q
zv>Lf`9=d~W2-|+9CvJV6A<u8|!}-<JXgI;V_5rhLde|fmZ)wI>#u*xyEiUXzjm<&w
zmT&cPEE_LL!nie)H8)qMhBx7}Gtyva$Gn4G#dy%0AzodE%d4J6D1)K`tbgw5`!E((
zZ*{6!{I<GdR43}Z>NH^MTNY?9*hEH?oF8cz&hWR5<0^PV+^jE(M}Kgl0Um!RH`@Os
z=t}#d!A!7Ew$jMWAAHrEN#_xr{rvbjK&h~w-phjh3{e8@BW+||yl?t)07<?!s2(Po
zruR+0ZS>A5)aFYYwmK6!?0>dKseawNbk~TltfgA9qrnD(CRrfd29;N-(mG>L>zSUa
zs_+e7WAtTOD23_3ac7Md)L4h}95qSzSmR9<S>7?K9({{1ea<bfp_VtmNMaf3u#}pw
ziEr_?!yy|mN2X{3R+#XET%d2H=nJvHhc7ovF0?)U{L5c|@??ON+<(AWE<wOswjMzY
zoctPS(Dm#IsiJ+|B(Kic6W$XlT0c+>iG2{tNh?pvsxiNlC)6k<8e!Wmdz+&(&ZGEM
zq!MBf(fi>>G~dudp2YPyjpyrTW|W#B)5AL180FWBcDQeasbz)Yy}0x?ny(!j7WaWh
z2c^lN_<d}Q#1+sI(|?%Eknbu38zuX~3bev?W;^WXv895vDbNsCne4D%$7aetZ68aZ
zp+RXfC4L_p8$M9Oj15YYG4cD@SlginTHl4vWQza%(|7uPT-%7TyJbszHxjM%zM+%V
z&d7AVGt!*w$;U=a4;VfRMc%p@syt*%Zt6iwVY8z&cv)=h`F{ZMSuToAuc3-WVaie8
zYe5|C#tl|1M~1zk`7AQ!7UEFFq%`J?;IlY%`<p|Rh|Zo5kb`m=2G|fwkYccbKkR1c
z7OZc3Gdt_7HTMimoB&I~k$zjbDbbUkUF=>^d=<-jqjZRpSX;1F^yTk%BXtOmw>Iom
zy?R|ggV%TVUVq<(@p`kDJ(%YkJ8tSeOTc7<eW+3~vF#tyTj}u+B|*xDBSRJZ`Nh)`
zw3nMQEkPKEcQYY)L-JKb>kJAZN@Q)pR?(Ngb1H`rzRu`2O5S{Axg>(P$AE$IKAoCU
zScGzJGGM9a%h@TDMhHhIa0?yZ4vLS&A-xn9Y!$uxD}QGc3F^FT&I^jSV$ml(2~sS2
zb6!w<7K@aZB~*b(h8*>M6@rv5CPV>9MjUi~IzDHw3FY-{!B#PVzi++|?Ju=ptLW3;
zWj>!!9xrX!t9tW#Ke<qlLfALy4ar*(?I-69QA7v%K)oUPDxxoQ9?=lRu}D*DrRB{{
zo)IgAhkpVYs^H5nO)9Psj%rLfBls!`WtOlI1)((LsPC;1)|<@sQuc-@8bHS2AgCdW
zk!2lzt}<h`+#!6G#wH_Ph(g$yu-5eEvPcvY#8m+e*6`)pm=`dFZzDEb#h-TpKTO$t
zdGh^fNzREF($m?Bi?Vm$pQFE{HRb`sTY)TdNPh+?grxyXJzvi5rm_s-{H{SyIKB#J
z$haAz7zSvthBw#7WS>Et8^JAfd^z}B>na@AP(as9?5rBptlKko8V-H1QgBRRSXLcA
zSJfBAIz(B7FG2huE=SX44cKY88c$bE;1ya5gFCAyHwz|Z&yQ=ZA`|P52~!9&F&IB(
zhJROku1Yw#3e<-&sjofpIWe%IoF&CYx>^rp7ieG&2M0uYTu=N37*qkue#|-SQng16
zLpe)|UTTO64XokdfNKp=fI$_2?4@+g4&)^)pgfTJCNZ=F@eLA48cupnKkY_&#sSE}
z>52r`Zd3(^p&XE+lsemis)PlUx1!FIbbmXO<|xLJFrupz;Py;cFy^8#uF4eS_MDY)
za21#j+mz<^^tVVLX&~uU;&cbfD;$6<j4n^5UbbXP&2G<F%JL2qx8OadfOq3O!I+D}
zxlRcW-MCIL=Av+}JY}I9PYz)wX2*}G#&_q)Va!D>xr)^L9@q*Xh%lV7CcVEKdw&h6
zts>kjezbs_4;;cw49;&lvcQew1Y<4=<2oLRU{7;IFp>h2n-5xW;5UPq3c^^f4so#O
zxq>klg>l^;5@Anwiv*Gek{*tta3DJ%7)im%tq!=bXSjkf7lm=v9iU-PTZd?+1$9P$
zY=?_OdQ@vom}ARBL+l+{q8Lj;iGS{-vUg#=18c7e^KCj3#omtz!b}XvZ#rtlf#8H;
zC<mm-4smf{$JCESV4T*6!q}5r;{aq~bm7O&*t-O`<r!~VG&|q8HDAolKa$S?@&{pl
z^nvspc{&h5<iQt*>ugm{+EW+iLpe0CCzDfs3}j$r6bJLz(^G(1X#rgjXMX`X&=vs3
zl0bUOV}=~qD)DR;fxZmq8#%Ba5X?ob7><W0ITIa$z#356n{%36h;N`Qbb#a)n+04P
zP@O(zsRwjqeZG~03u_>-29UP$C@lx}N<3RdurKQ~yqw%vLs{t9k(ZAQbN52VbWwKn
zOFz(a^X+h?2LZ72QFVBlyMKo&R5x{?chZbM%njY#zCsR8OnWe#8(}T1qdw3<<@t0D
zo+<Hc6@k7?2je;LpD-Z8V4kl%@O%y7`Pzo(?$Le@+;?$Z0jzwS&KPv|YC?jmEST?1
z4e&E~H8hXZG*biesd>uj1@+;2(a#KdxD}x?i<T28I|fc3PgXSK>VMOuKd1m@BrmD(
zUntr&7lyii+}58->EC_5Ee{xeisRtKO#fwaV9*!PUg;b}J^2t=(^3Ef!$RSF>oDFf
zM0w0z%(?Qw&X3BdjO<XaaGa5N=r_hKUpCpqmBDMXp>YKDYlWkKh%yola~{zkV9IoE
zreh`;GcT=p?gF`#C4YUJA84=Dj?_l?PW(1D-Jf%k+F4$!-tnKa-SyeGQq`1?#$8{U
zx)u`7-V3#cI521qq-MrX(Um<Dm$^s(h4Zv3aMV@PaZs@^^N($mRcT+~vg4KJ?-p<;
zbm?gQCu~=JuKJuZTTqF<W0#`kr6o3Bp28KHUR6vBY=!81c7G{aURq*j_yOlt&79JL
zE@gh4|9`u}S(c0*X(jdJ^4Ag!mk*?=N_H<EM}&Hx)zTm4tI>3IWkf6+-@zRPhJBqY
z?F;%nCT-jA=r2TmdiNjSed7PF3XT3pQryP0!HBzkCl#Wf#3kO`bdr0^$`rE$UE;Rt
zn-uR@&?tOb)_+uXBN8{>YRx?m6xXCSGc^jY%+QO`-KV>i3Go)jLj<@~O*|fes5P{s
za>s8Cfgz%|rq_LGv%$ajq`|Bf>7UI?==0*o5~**|Rcsd411)9##{TD9iB~XRMR<z4
zDxQyj6kfKm*-Hq300l!)l!|s^ys<bNbBNrLIHYT#xqt3}#`4KyOE8tN3V+;?ouHab
zjRML^_xOU;kLBhduN`Ub!GHE$MdL~SmOdl4XQ{j4=-u6?XeAm|mu-<9^O*LO^NR2m
zMC<fntvhZ;7e5VbU&S<H%%-T>E{`b;jBdc_{Co&ENJI+>5nkpO@sRW|_Zj!~KT*fo
ze=I;=8h?!0|1Et`7)JZv0C13rs7%CVcnBV3A}(V<y&J31V24(tn99a0*|@sIn`#8}
zXR566-zF=xvL0LUP|MG^^KJJ9d;jtM$L%}yxi3pmD>CvxvYwr6!;f2Uqpzg98JRnY
zPu;OljG11nI63}+)al*`<$n00FAj_69Azmr&40NHG{Wn6_Ifbe3cF@?V5UAl_Rm0M
zA5Vg|8AVklv}4Blia22l5copc-P)knTBY+~%cWD)(h&CpSBOW2Xi_kza^h<v#ur1L
zVKpRo`XIrKSNMy=u0Tjlp&ZBD)i_<d8c!OQbR`2nXbprZ_u=$89$jzrPd*l&Y6q#Q
zTYtYCfDZS0xE}BG=QC~^HKsqeI~;#8%}|~H8>g21@7Jhz66)OYaN3Ir3?TsVpu@DY
z-8j_w`vHN^eGNbOMA(wW>a4;2*MBXl>}m;_Xpo5-`rP=wgrj(*U~ysxIij>XcwjQA
z(+_LK;iuvWsH~2IO4j6#?||6L-U29m*ndG8@3FRdEU4k$5xEhHCH<ZwfEaVq`pEbB
zmDK|RF#W|8a(p+L;2crJ;FebPN$|*rZMRAYO{Fwe8A!9L@@w0#0+|U}t$BYR;D{J!
z^1sK>3Qxb@a5;5fGCJ~2yZlk~^oJfThz#5U>y#>sk?BQ)UNq{75ysG&wR4y~QGZa-
zH+EEytagx959Ug}(+=?bmdOR9u5akDc`pKQL^l!m1G^iIcg2v$d@P`%G0j%aBgDl(
z#GK^m{VvWp0XmN|7fg>Rvb+q;!{(9AB9RM8(N4EZMeaup!hAhiUOyr<_6_;E%vgQq
z_AZ|fYJjnu$1g|oA=vwD#z_NybAR;&(3wWDMdTZIS+oGEHt2&+#C29ro$E{wKALq*
zos_?=@3Q}SsWwh_i0|L~_U0x`I6mGMQxSI411f@Z8}`A%j<3jYYqH&_^zrkLx&h!v
z+;mTEO=J9(j&s|V<-p1ay3z;Rsw@oig|w@LwDoW_cY42+6+a^WLy2rUj(?osVI#(c
zA!+D#Ta-d0N+BLg;gE%drYO@H&BG%YM^1JFz=`<1A<Q^p%8iG9GF9LpPvYofIJaPR
zJaC&C7!1+o>78NDYQK}95cf8Nr=zl&&tqSVq?u9}-Obz{LzHGkH#2+elaw?8YDeC*
zCYh6$5oPjwy+lLuu$fdd`hULWRkbeoo@Ld!^~cV+=6ylRs^y2S3^i1&lO+ee{#`{)
z!}}X<s#uIOMNFANruT#T5REt>o+p%Ltn~PT9nI%|bM~iqN;Gj*tovCk4}j1#ZSs#P
z!ukRx)TCzpX?SAs*nG?=Q`DpNH6DTNeUVK61~vWM_06qIa$F?g`hO|_=YX9UbFX~#
zZdBGp%L5KwgPKF&0`NMa_)NXT&9DM8gT{dc+tWKG*1KqZ)g&6MDLO{e6-95cbVbo6
zk}m1F$I&${t0-#A-70QALlyTQ9hYuDZ){XL<{>hwJbI3}czUA4>}9=JX04j%lSxTB
z+PxGXVI1q}Z|{D+kAHu$v&eL#S$B2x$2^-o=!!2viW<wVlLwqMxF}KC?e}gaVLuIn
znggggP%^V@1ax!&p<hGCD&TAAn1*>Z6<BcBQScekH9Y^IK(6uFEqtq83>UNyoB)RE
zefB;Aw1%($u&j3Fj}OL+4Yhk=cp;{lEu19|r#iMaL2+)w#D6lvNfb<D+txfRs!3)q
zeV)h5H6@EzLu~#rEr*{BkeEz_7wb!w$-{)q9$9whYt?kON296REyKU))aM)8$yteu
zTUgvu3l|Wz#DSqu$Jj>@lsL*Wu8X%DGS#|eEl;r?0y{;TwxaFsFw46e-&TS=!rikg
z<Lq^>UqZcW?SI5CjWgvt>%>iIo$l3uijN=0{Oi2x_O=af?(@=FUz@h)$xzA-$r~|t
zu0xZY9}~XG<<PhVBv`}Nm8>s{M=u@-BvV0Kz9Ku=G*G-X$?);liw}Bq7iCYrvL4a4
zm*L0H0ohj3lYdonCS3^k1hA!^wR7yJ@9N2Ze*6rolz(d#CvSXKzy%&m+{puvRcwX>
zNjuRW8b@#Z2RxX#(u18{@|%|Tki0pRrcG}!$_mU*1^6QO4VE`Wev6%Lxf`UzJ@;F1
z)1CKQJ4gHPB|C<@@V9ofd+{X$`W^WarhZGXjJmfwe+z7|M_)1k+Nm!YRPNW8ZOFU!
zw@A9Z`+pLaZU_Gs&}^^01aGtBe%G{e-~GPXgWdOAbEbRnC8L%*@wfK%`|%}<JG=6?
zsM@{x5~y~EzPvO^5$t3c9`h87pQhlcgjKdED$(hZ5fKYmu!h#9op$DE!I{n-805}V
zXls<x0r1`+R~F%qR=T{8seA&mWJ>=S*$3ePWPd%-PcrWwFi4oV4?h}IUbk_>gD(Rt
zT*b|&E9%>ppfY)?s=}jFYg`K*H@9kxz9c2v3X+p2oFx-96Y=Qgz8w!3x?<Rgb#e?c
z@fQZD4|C$%Wzs#?s?;#++ahExFX?f139cXx3_^fZ%=#8z`kcG2aBy{(`?tKJ1yNSF
zm48r*@-(516sfX=brF*m*9WF8L9Mi`U81@IL;(76X$xwlW#dwTzLBCY_+$x<&-C3$
zXa_fG^6KL3nFjmwFMs_ha#6POlaw58tOeeDlyMFHQ!BdoMymsAM6!GD{%x>fJ}Q)L
z{A|$m?CcN+F_N;PSfw{Q9IMXQo#+e&kbkuz{UmL~v*F88%*1S1GCg)edQMttrpSWs
z1`a5%aA2pEUbUzP#7$vTt+ae(oG_PFDKn<Hy-azx-g3N73b5&$4S+fsfvQCq*e=)e
zsPWYj0$rm$U=NdQ$@rmp1uNZLueqEq|4B(|!$UHC#iimi?|4-xed3>Br&Txu@_*hz
zdHQtG3uUV`_}YxTJLsUK&vO3U0n{{I?_8XNqER;7|NEc+l~O>mJO+wS@FMZS4En2>
z=@U<B$mh7Uf0QqBmG5k+=ryt2ayPBgi0#I7eab$i8Q)nbkJCFTX?V=erpb(=HtRbp
zlqMsB(zySGC_9@-l??pvwl><~rFP`<EE`1)_8}OP^RN|6yZ%;5!s})O#UePRQ4dRN
zmFvZn#vInUDLy<8=;jN=7EQ@P8#8=VS~WF`uQ^NekZ;hMPZ1*$_ybRiQIp;_Q&jxg
nP`cv&9m~$8p2r(ZL%%=BQ)DBM;f$Qr=^pgWCcOS1%n#b-Ma(tX

diff --git a/docs/build/html/plot_functions.html b/docs/build/html/plot_functions.html
index 9c736a245..d776f8cba 100644
--- a/docs/build/html/plot_functions.html
+++ b/docs/build/html/plot_functions.html
@@ -462,9 +462,9 @@ This is not included in all the plotting routines.</p></li>
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/py-modindex.html b/docs/build/html/py-modindex.html
index a5a98800a..fec2defaa 100644
--- a/docs/build/html/py-modindex.html
+++ b/docs/build/html/py-modindex.html
@@ -244,9 +244,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/readme_link.html b/docs/build/html/readme_link.html
index a99d6d051..3d0a9646c 100644
--- a/docs/build/html/readme_link.html
+++ b/docs/build/html/readme_link.html
@@ -331,9 +331,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/run_system_wrapper.html b/docs/build/html/run_system_wrapper.html
index cd4354dec..3935f7532 100644
--- a/docs/build/html/run_system_wrapper.html
+++ b/docs/build/html/run_system_wrapper.html
@@ -272,9 +272,9 @@ and returns what the parse_function returns</p>
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/search.html b/docs/build/html/search.html
index 97554ba42..c4106ffef 100644
--- a/docs/build/html/search.html
+++ b/docs/build/html/search.html
@@ -183,9 +183,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js
index 4b9251313..729cf3a67 100644
--- a/docs/build/html/searchindex.js
+++ b/docs/build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["binary_c_parameters","custom_logging_functions","distribution_functions","example_notebooks","functions","grid","grid_options_defaults","grid_options_descriptions","hpc_functions","index","modules","notebook_BHBH","notebook_HRD","notebook_api_functionality","notebook_common_envelope_evolution","notebook_custom_logging","notebook_extra_features","notebook_individual_systems","notebook_luminosity_function_binaries","notebook_luminosity_function_single","notebook_massive_remnants","notebook_population","notebook_solar_system","plot_functions","readme_link","run_system_wrapper","spacing_functions","stellar_types","useful_funcs"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.todo":2,"sphinx.ext.viewcode":1,nbsphinx:3,sphinx:56},filenames:["binary_c_parameters.rst","custom_logging_functions.rst","distribution_functions.rst","example_notebooks.rst","functions.rst","grid.rst","grid_options_defaults.rst","grid_options_descriptions.rst","hpc_functions.rst","index.rst","modules.rst","notebook_BHBH.ipynb","notebook_HRD.ipynb","notebook_api_functionality.ipynb","notebook_common_envelope_evolution.ipynb","notebook_custom_logging.ipynb","notebook_extra_features.ipynb","notebook_individual_systems.ipynb","notebook_luminosity_function_binaries.ipynb","notebook_luminosity_function_single.ipynb","notebook_massive_remnants.ipynb","notebook_population.ipynb","notebook_solar_system.ipynb","plot_functions.rst","readme_link.rst","run_system_wrapper.rst","spacing_functions.rst","stellar_types.rst","useful_funcs.rst"],objects:{"binarycpython.utils":{custom_logging_functions:[1,0,0,"-"],distribution_functions:[2,0,0,"-"],functions:[4,0,0,"-"],grid:[5,0,0,"-"],grid_options_defaults:[6,0,0,"-"],hpc_functions:[8,0,0,"-"],plot_functions:[23,0,0,"-"],run_system_wrapper:[25,0,0,"-"],spacing_functions:[26,0,0,"-"],stellar_types:[27,0,0,"-"],useful_funcs:[28,0,0,"-"]},"binarycpython.utils.custom_logging_functions":{autogen_C_logging_code:[1,1,1,""],binary_c_log_code:[1,1,1,""],binary_c_write_log_code:[1,1,1,""],compile_shared_lib:[1,1,1,""],create_and_load_logging_function:[1,1,1,""],from_binary_c_config:[1,1,1,""],return_compilation_dict:[1,1,1,""]},"binarycpython.utils.distribution_functions":{"const":[2,1,1,""],Arenou2010_binary_fraction:[2,1,1,""],Izzard2012_period_distribution:[2,1,1,""],Kroupa2001:[2,1,1,""],Moe_di_Stefano_2017_multiplicity_fractions:[2,1,1,""],Moe_di_Stefano_2017_pdf:[2,1,1,""],build_q_table:[2,1,1,""],calc_P_integral:[2,1,1,""],calc_e_integral:[2,1,1,""],calc_total_probdens:[2,1,1,""],calculate_constants_three_part_powerlaw:[2,1,1,""],cosmic_SFH_madau_dickinson2014:[2,1,1,""],duquennoy1991:[2,1,1,""],fill_data:[2,1,1,""],flat:[2,1,1,""],flatsections:[2,1,1,""],gaussian:[2,1,1,""],gaussian_func:[2,1,1,""],gaussian_normalizing_const:[2,1,1,""],get_integration_constant_q:[2,1,1,""],get_max_multiplicity:[2,1,1,""],imf_chabrier2003:[2,1,1,""],imf_scalo1986:[2,1,1,""],imf_scalo1998:[2,1,1,""],imf_tinsley1980:[2,1,1,""],interpolate_in_mass_izzard2012:[2,1,1,""],ktg93:[2,1,1,""],linear_extrapolation_q:[2,1,1,""],merge_multiplicities:[2,1,1,""],normalize_dict:[2,1,1,""],number:[2,1,1,""],poisson:[2,1,1,""],powerlaw:[2,1,1,""],powerlaw_constant:[2,1,1,""],powerlaw_extrapolation_q:[2,1,1,""],prepare_dict:[2,1,1,""],raghavan2010_binary_fraction:[2,1,1,""],sana12:[2,1,1,""],set_opts:[2,1,1,""],three_part_powerlaw:[2,1,1,""]},"binarycpython.utils.functions":{Capturing:[4,2,1,""],bin_data:[4,1,1,""],call_binary_c_config:[4,1,1,""],catchtime:[4,2,1,""],check_if_in_shell:[4,1,1,""],conv_time_units:[4,1,1,""],convert_bytes:[4,1,1,""],convfloat:[4,1,1,""],create_arg_string:[4,1,1,""],create_hdf5:[4,1,1,""],datalinedict:[4,1,1,""],example_parse_output:[4,1,1,""],filter_arg_dict:[4,1,1,""],format_number:[4,1,1,""],get_ANSI_colours:[4,1,1,""],get_arg_keys:[4,1,1,""],get_defaults:[4,1,1,""],get_help:[4,1,1,""],get_help_all:[4,1,1,""],get_help_super:[4,1,1,""],get_moe_di_stefano_dataset:[4,1,1,""],get_size:[4,1,1,""],get_username:[4,1,1,""],imports:[4,1,1,""],is_capsule:[4,1,1,""],load_logfile:[4,1,1,""],make_build_text:[4,1,1,""],mem_use:[4,1,1,""],output_lines:[4,1,1,""],pad_output_distribution:[4,1,1,""],parse_binary_c_version_info:[4,1,1,""],remove_file:[4,1,1,""],return_binary_c_version_info:[4,1,1,""],temp_dir:[4,1,1,""],timedelta:[4,1,1,""],trem:[4,1,1,""],verbose_print:[4,1,1,""],write_binary_c_parameter_descriptions_to_rst_file:[4,1,1,""]},"binarycpython.utils.functions.Capturing":{__enter__:[4,3,1,""],__exit__:[4,3,1,""]},"binarycpython.utils.functions.catchtime":{__enter__:[4,3,1,""],__exit__:[4,3,1,""]},"binarycpython.utils.grid":{Population:[5,2,1,""]},"binarycpython.utils.grid.Population":{Moe_di_Stefano_2017:[5,3,1,""],add_grid_variable:[5,3,1,""],clean:[5,3,1,""],delete_grid_variable:[5,3,1,""],evolve:[5,3,1,""],evolve_single:[5,3,1,""],export_all_info:[5,3,1,""],parse_cmdline:[5,3,1,""],rename_grid_variable:[5,3,1,""],return_all_info:[5,3,1,""],return_binary_c_defaults:[5,3,1,""],return_binary_c_version_info:[5,3,1,""],return_population_settings:[5,3,1,""],set:[5,3,1,""],set_moe_di_stefano_settings:[5,3,1,""],update_grid_variable:[5,3,1,""],vb1print:[5,3,1,""],vb2print:[5,3,1,""],write_binary_c_calls_to_file:[5,3,1,""],write_ensemble:[5,3,1,""]},"binarycpython.utils.grid_options_defaults":{grid_options_description_checker:[6,1,1,""],grid_options_help:[6,1,1,""],print_option_descriptions:[6,1,1,""],write_grid_options_to_rst_file:[6,1,1,""]},"binarycpython.utils.plot_functions":{color_by_index:[23,1,1,""],dummy:[23,1,1,""],parse_function_hr_diagram:[23,1,1,""],parse_function_masses:[23,1,1,""],parse_function_orbit:[23,1,1,""],plot_HR_diagram:[23,1,1,""],plot_masses:[23,1,1,""],plot_orbit:[23,1,1,""],plot_system:[23,1,1,""]},"binarycpython.utils.run_system_wrapper":{run_system:[25,1,1,""]},"binarycpython.utils.spacing_functions":{"const":[26,1,1,""],const_dt:[26,1,1,""],const_ranges:[26,1,1,""],gaussian_zoom:[26,1,1,""],peak_normalized_gaussian_func:[26,1,1,""]},"binarycpython.utils.useful_funcs":{calc_period_from_sep:[28,1,1,""],calc_sep_from_period:[28,1,1,""],maximum_mass_ratio_for_RLOF:[28,1,1,""],minimum_period_for_RLOF:[28,1,1,""],minimum_separation_for_RLOF:[28,1,1,""],ragb:[28,1,1,""],roche_lobe:[28,1,1,""],rzams:[28,1,1,""],zams_collision:[28,1,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"],"2":["py","class","Python class"],"3":["py","method","Python method"]},objtypes:{"0":"py:module","1":"py:function","2":"py:class","3":"py:method"},terms:{"0":[0,1,2,4,5,7,11,12,13,14,15,16,17,18,19,20,21,22,26,28],"00":[11,17,18,21],"000":[11,17],"0000":[11,17],"000000000000e":17,"000001":17,"000002":17,"000003":17,"0001":[11,13,28],"000122339":21,"000161974":21,"000214449":21,"000220016":21,"000283924":21,"000287968":21,"000375908":21,"000497691":21,"000498487":21,"00065893":21,"0007":2,"000872405":21,"001":[0,11,13],"00115504":21,"0013":11,"00152924":21,"00182":11,"002":11,"00202467":21,"0021272":11,"00215604":11,"00235329":11,"00237669":11,"00239838":11,"00242158":11,"00247821":11,"00247864":11,"00248439":11,"00254115":11,"00254512":11,"00256681":11,"00261516":11,"00268237":11,"00280816":11,"00283345":11,"00286793":11,"00288661":11,"00294":11,"00296406":11,"003":11,"00300971":11,"00303761":11,"00311757":11,"00317508":11,"00319483":11,"0034":11,"004":11,"004698855121516281":21,"005":11,"00518983":11,"0055":11,"00585495":11,"006":11,"0062211552141636295":21,"00632092":13,"00666382":11,"007":[11,22],"00707417":11,"00712":11,"00730797":11,"0074":11,"008":11,"0081514":11,"00823663875514986":21,"00832":11,"0087":11,"009":[11,22],"00984861":11,"00e":18,"01":[0,11,12,13,14,15,18,21],"010":11,"0102":11,"010905083645619543":21,"011":11,"0118":11,"012":11,"0122109":11,"012246630357e":21,"0128":11,"013":11,"0131145":11,"014":11,"0141":13,"0143651":11,"0143896":14,"014832":11,"015":11,"0152545":11,"0153961":11,"0155":11,"0156":11,"01561":11,"0156945":11,"0159":11,"016":11,"0162":11,"016309":14,"0163656":14,"0164":11,"0165":11,"0166":11,"0168":11,"0169":11,"017":[11,22],"0171":11,"0175264":14,"0176575":12,"01791":11,"018":11,"0182":11,"0184":11,"0187":11,"019":11,"0192009":11,"019715467199999996":14,"01e":18,"01t09":[12,14,18],"01t10":18,"02":[0,2,11,12,13,14,15,17,18,21,22,28],"020":11,"0208":11,"021":11,"0214":11,"0214824":11,"021960493499e":21,"022":11,"023":11,"0232618":11,"02379":11,"024":11,"0241634":11,"0245":11,"024684":11,"02473":11,"0248684":21,"025":11,"0250231":11,"0251003":11,"0259932":11,"026":11,"0261496":11,"027":11,"0276":11,"02786":11,"0278672":11,"028":11,"02823":11,"0283541":11,"029":11,"0290733":11,"0295":11,"0298011":11,"0298364":11,"02e":[14,18],"03":[0,1,11,13,14,18],"030":11,"0303129":11,"030499912298e":21,"031":11,"0316266":11,"0319":11,"032":11,"03221":11,"033":11,"0335":11,"0335017":11,"034":11,"03493":11,"03499999999999":20,"035":11,"03502960360000004":14,"03507":11,"036":11,"0367878":11,"037":11,"0385396":11,"039":11,"0393944":11,"0394":11,"0399":11,"03996e":11,"03e":18,"04":[0,11,13,18],"040":11,"041":11,"0411":11,"0414":11,"04198":11,"042":11,"0425":11,"043":11,"0434":21,"044":11,"0440989":11,"044142002936e":15,"04440288843805411":21,"0444029":21,"044572277695e":15,"044654032097e":15,"0448877":11,"0449442":11,"045":11,"045084306856e":15,"0459174":11,"046":11,"0461":11,"0469097":11,"047":[11,21,22],"0474164":11,"0474572":11,"048":[11,22],"049":11,"04924":11,"04e":18,"05":[0,11,13,14,15,18,21],"0501":11,"050651207308e":15,"051":[11,12],"0511173":11,"0512":11,"052":11,"0523":11,"0528412":11,"053":11,"0531294":11,"0533803":11,"0535":11,"0536749":11,"054":[2,11],"0547419":11,"055":11,"055188":11,"056":[11,22],"0563088":11,"057":11,"0572914":11,"057949":11,"058":11,"0583837":11,"0585":11,"059":11,"05e":18,"05e51ba114934b37bab48f1db40b7333":21,"06":[0,11,14,15,17,18],"0608":11,"061":11,"061141":11,"0613":11,"062":11,"0621119":11,"0625403":11,"06257":11,"0626266":11,"063":11,"064":11,"0641":11,"06459059967730083":14,"0645906":14,"0649":11,"065":11,"06527":11,"066":11,"06696":11,"067":11,"0670735":11,"068":11,"0683196":11,"069":11,"06987":11,"06e":18,"07":[2,11,18,19,20,26],"070":[11,21],"0701913":11,"071":11,"07108":11,"0714679":11,"0717":11,"0719":11,"072":11,"0722":11,"0727126":11,"0727584":11,"074":11,"0744186":11,"0745":11,"07484":11,"075":11,"075416":11,"0755737":11,"076":11,"077":11,"0770302":11,"0772021":11,"0772781":11,"078":11,"0784":11,"0784722":11,"0787729":11,"0789786":11,"079":[11,12],"0791":11,"07e":18,"08":[0,11,14,18],"080763":17,"0808":11,"081":[11,12],"081024":12,"082":11,"0820":[0,13],"0823499":11,"0831":11,"0837":11,"084":11,"0849409":11,"085":11,"086":11,"086004":11,"0868":11,"087":11,"0877":11,"0877243":11,"0878":11,"088":11,"089":11,"0890815":11,"0896":11,"08e":18,"08msun":[0,13],"09":[11,12,14,18],"090":11,"0902":[0,13],"0907":11,"0907537":11,"091":11,"0910814":11,"0913095":11,"09164":11,"092":11,"09295167374":18,"093":[12,22],"0931922":11,"094":[11,14],"094409257247e":21,"095":11,"0958704":11,"096":11,"09665":11,"0967":21,"097":11,"09706e":11,"09786":11,"098":[11,12],"0987206":11,"099":11,"0991059":11,"0993":11,"099417":14,"0995":11,"0m":18,"0mb":[14,18],"0msun":26,"0x146f912dbc60":13,"0x149c2e81ec10":17,"0x149c95c56c10":14,"0x14bf2250fdc0":12,"0x1528ac7290d0":21,"1":[0,1,2,5,7,9,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,28],"10":[0,2,11,12,13,14,15,17,18,19,20,21,22,25,26],"100":[0,2,11,12,13,14,18,19,20,26],"1000":[0,7,13,14,26],"1001":18,"1005":11,"101":11,"101038":11,"1012":11,"101323":11,"101955":11,"102":11,"1021":11,"1025":18,"103":11,"1035":11,"103702":11,"103789":11,"104":[11,14],"1043":11,"104427":11,"104997":11,"105":[11,19,20],"105082":11,"10522":11,"105704":11,"106":11,"1062":11,"106368":11,"106545":11,"10689":11,"107":11,"107187":11,"1075":11,"10782":11,"108":[11,21],"1082":11,"1085":17,"108571":11,"10877":11,"1088":11,"109":[11,14],"10941":11,"109679":11,"1098":11,"1099":11,"10e":18,"11":[0,11,12,14,15,17,18,20,21,22],"110":11,"11003":17,"1104":11,"1108":11,"111":11,"111023":11,"111583":11,"11182":11,"112":11,"11239":11,"1124":11,"113":11,"1130":11,"11346":11,"1135":11,"11376":11,"114":11,"114678":11,"11491":11,"115":[2,11],"11506":11,"115297":11,"11558":11,"115722":11,"11582":17,"116":11,"11686":11,"11695":11,"117":11,"11707":11,"1173":11,"1178":11,"118":11,"11802":11,"118229":11,"11854":11,"119":11,"1193":11,"1199":11,"11e":18,"12":[0,2,4,11,12,15,17,18,20,21,22],"120":11,"120000":[0,13],"120066":11,"1204":11,"121":11,"121263":11,"12136":11,"1219":11,"122":11,"1222":11,"123":11,"123048":11,"12325":17,"123635":11,"1237":11,"123794969278e":21,"1239555":14,"124":11,"1241251901":22,"124496":11,"12457":17,"12460":17,"12461":17,"124931":11,"12495":11,"125":[0,11,13],"12500":0,"12522":11,"1254":11,"12548":11,"125553":11,"125886":11,"125968":11,"126":11,"126532":11,"127":11,"12741":11,"127442":11,"127957":11,"128":11,"12806":11,"129":11,"12974":11,"129879":11,"12e":[1,12,15,17,18,19,20,21],"13":[0,11,12,13,14,15,17,18,20,21,22],"130":11,"1301":17,"1302":17,"1306":11,"130725":11,"131":11,"1314":11,"132":11,"132057":11,"1326":11,"13267":11,"1327":11,"13298":11,"133":11,"1334":11,"134":[11,21],"13416":11,"1345":17,"1346":17,"13461":17,"1347":17,"1348":17,"1349":17,"135":11,"135101":11,"135164":11,"1354":18,"1355":18,"13567":15,"136":11,"1360":11,"13607":11,"13626":21,"137":11,"13700":[12,14],"137502":11,"1379":11,"13796e":11,"138":11,"139":11,"139044":11,"1392":11,"139293101586e":21,"139732":11,"1398":11,"13e3":[0,13],"14":[0,11,12,13,15,17,18,20,21,22],"140":11,"1403":2,"141":11,"14112":11,"141361":11,"1415":11,"142":11,"14212":11,"143":11,"144":11,"144141":11,"14439":11,"14461":17,"1449":[11,18],"145":11,"145296":11,"145632":11,"146":11,"1468":11,"146844":11,"147":11,"1471":11,"1473":11,"14764":11,"1478":11,"148":11,"1485":11,"148721":11,"149":11,"1492":11,"1494":18,"1498":11,"14e":18,"15":[0,2,7,11,13,14,15,17,18,20,21,22],"150":[11,14,18,19,20,21],"15000":[0,11,13,15,17,21,22],"1502":11,"150217":11,"15042":11,"150681":11,"151":11,"1514":11,"151616":11,"1517":11,"15186":11,"152":11,"1521":11,"1527":11,"153":11,"153329":11,"153852":11,"1539":18,"154":11,"155":11,"1551":11,"1553":11,"155342":11,"155662":18,"155678":14,"15594":11,"156":[11,14],"1560":11,"1567":11,"1569":11,"157":11,"1571":11,"1575":11,"158":11,"1585":18,"1586":11,"158640":14,"15884":11,"159":[11,14],"15907":11,"1599":11,"15e":18,"15msun":2,"16":[0,2,11,14,18,20,21,22],"160":11,"1606":11,"160675":18,"161":11,"1610":11,"1612":11,"1618":11,"162":11,"162006":11,"162038":11,"1622":11,"1624":[11,18],"162454":18,"16265":11,"1627":17,"162734":17,"162941":11,"163":[11,14],"1631":11,"1633":11,"163481":14,"1635760192":12,"1635760194":12,"1635760256":14,"1635760377":14,"1635760613":18,"1635760806":20,"1635760813":20,"1635760967":21,"1635760970":21,"1635761189":18,"1637":11,"164":11,"164714":11,"165":11,"16539":11,"16564":11,"166":[11,14],"1663":11,"166559":11,"167":[11,18],"1670":11,"16729":11,"16733":11,"1674":[11,18],"1678":11,"168":[11,14],"16833":11,"16837":11,"168379":14,"168558":11,"168972":11,"169":11,"1691":11,"1695":11,"169775":18,"17":[11,12,14,18,20,21,22],"170":11,"1703":18,"1708":11,"171":11,"171096":11,"1713":11,"1715":11,"172":11,"172014":11,"1722":11,"1729":11,"173":11,"1736":11,"174":11,"174169":11,"1747":11,"1749":18,"175":11,"175004":11,"1753":11,"17588":11,"176":11,"176751":18,"177":[11,14],"177444":11,"1775":11,"177551":11,"177727":11,"178":11,"1780":18,"1781":11,"1783":11,"1784":11,"1786":11,"179":11,"179142":11,"1792":11,"17932":11,"1796":11,"18":[11,18,20,22],"180":11,"1804":11,"180453":11,"1806":11,"1807":11,"1808":11,"1809":11,"181":11,"1810":11,"18108":11,"1811":11,"1812":11,"181244":11,"1813":11,"18139":11,"1814":[11,18],"18148":11,"1815":11,"1816":11,"1817":11,"181795":11,"1818":11,"1819":11,"181971798545e":21,"182":11,"1821":11,"1822":11,"1823":11,"1824":11,"1825":11,"1826":11,"1827":11,"1828":11,"1829":11,"183":11,"1830":11,"183048":11,"1831":11,"1833":11,"1834":11,"1835":11,"1838":11,"1839":11,"183974":11,"184":11,"1841":11,"1843":11,"1844":11,"184464":11,"1845":11,"1846":11,"1847":11,"184829":11,"185":11,"1851":[11,18],"1854":11,"1858":11,"186":[11,18],"1865":15,"187":11,"1876":11,"187694":11,"1877":11,"1879":18,"187993":11,"188":11,"1882":11,"189":11,"189239":11,"19":[11,14,18,21],"190":[0,11],"19097":11,"191":11,"1910":18,"1915":11,"191543":11,"192":11,"1920":11,"1923":11,"193":11,"193528":11,"19366":11,"19393":11,"194":11,"1947":18,"195":11,"1951":[0,13],"19521":11,"196":11,"196046":11,"196177":11,"19622":11,"196311":11,"1967":11,"1968":18,"197":11,"1972":[0,13],"1973":11,"1975":[0,13],"1977":11,"197729":11,"197x":[0,13],"198":11,"1980":2,"1983":28,"1986":[0,2,13],"1987":11,"1989":[0,13,18],"199":11,"19907":11,"1991":2,"1992":[0,13],"1993":[0,13],"1996":28,"1998":[0,2,11,13],"1999":[0,13],"19e":18,"1aearth":22,"1ajupit":22,"1amar":22,"1amercuri":22,"1aneptun":22,"1apluto":22,"1asaturn":22,"1auranu":22,"1avenu":22,"1ckzg0p9":[9,24],"1dex":[18,19,20],"1e":[0,13,14,15,17,18],"1e2":[0,13],"1e9":[0,13],"1gyr":26,"1m":18,"1mb":[14,18],"1mearth":22,"1mjupit":22,"1mmar":22,"1mmercuri":22,"1mneptun":22,"1mpluto":22,"1msaturn":22,"1msun":26,"1muranu":22,"1mvenu":22,"1s":[14,18],"1y":[0,13],"2":[0,1,2,4,7,8,9,11,12,13,14,15,16,17,18,19,20,21,22,23,24,26],"20":[0,11,12,14,15,18,19,20,21,22,26],"200":[0,11,13],"2000":[0,11,13],"2001":[2,19,20],"2002":[0,13],"2003":[0,2,13],"2004":[0,11,13],"2005":[0,11,13],"2008":11,"2009":[0,13],"201":11,"2010":[0,2,7,13],"2012":[0,2,13],"2013":[0,13],"2014":[0,2,11,13],"2015":[0,11,13],"2016":[0,13],"2017":[0,7,13,18,21],"2018":[0,1,11,13],"2019":[0,11,13],"202":11,"2020":[0,13],"2021":[0,11,12,14,18],"20211101":0,"202196":11,"202339":11,"202569":11,"20265":11,"2029":11,"203":11,"2033":11,"204":11,"2044":11,"20447":11,"204663":11,"2048":18,"205":11,"2053":11,"205353":11,"205527":11,"205537":11,"2057":11,"206":[11,22],"2063":11,"20677":11,"207":11,"2071":18,"2075":11,"208":11,"2081":11,"208169":11,"208453":11,"20887":11,"208923":11,"209":11,"2091":18,"209274":11,"20938":11,"20980":11,"20e":[14,18],"21":[0,1,11,12,18],"210":11,"21043":11,"211":[11,20],"2112":11,"212":11,"212034":11,"2122":18,"2127":11,"213":11,"2132":11,"21333":11,"213396":11,"2135":11,"213854":11,"214":11,"2143":18,"2147":11,"215":11,"215504":11,"2156":11,"215638":11,"2157":11,"21587440567681537":21,"21587440567681548":21,"2158744056768156":21,"216":11,"21603":11,"216067":11,"2164":18,"216496":11,"216951":11,"217":11,"21764":11,"218":11,"2182":11,"218222":20,"21824":11,"2183":18,"21844":11,"219":11,"219029061236e":21,"219058":11,"2191":11,"21927":11,"21948":11,"21e":18,"22":[11,18],"220":11,"22036":11,"2206":18,"22098":11,"221":11,"2210":11,"2214":11,"2216":11,"221832":11,"222":11,"2221":11,"2224":11,"22281":11,"223":11,"2232":18,"2234":11,"224":11,"2245":18,"224923":11,"225":11,"225135":11,"22518":11,"22543":11,"2258":18,"226":11,"2261":11,"22611318083528548":14,"226424":11,"2266":11,"2268":11,"2269":18,"227":11,"227249":11,"2275":11,"22787":11,"227955577093495":21,"228":11,"2282":18,"228555":11,"229":11,"2291":11,"22936":11,"2295":11,"229591":11,"22e":14,"23":[11,18,21],"230":11,"2300":18,"230102":11,"2305":11,"230955":11,"231":11,"231704":11,"232":11,"2329":18,"233":11,"2332":11,"2333":11,"2338":11,"234":[11,14],"2348":18,"235":[11,12],"23513":11,"2352":11,"235464":11,"235689312423":14,"236":11,"2365":18,"237":11,"2371":11,"237203":11,"237951":11,"238":11,"2383":18,"238584":11,"23894":11,"239":11,"239197":11,"239704":11,"24":[11,14,18],"240":11,"2400":18,"2403e":21,"2406":11,"24098":11,"241":11,"2413":11,"24165":11,"242":11,"2421":11,"242151":11,"2423":18,"242309":11,"2424":17,"243":[11,12],"243214":11,"243583":11,"2437":11,"2438":18,"2439":11,"244":[11,22],"2444":22,"244645":11,"245":11,"245209":11,"245223":11,"2454":18,"246":11,"2466":18,"246604":11,"246625":11,"246671":12,"247":11,"2472":11,"2477":[11,18],"248":[11,14],"248871":11,"249":11,"249106":11,"2492":18,"2493":11,"249848":11,"24e":18,"25":[0,11,14,18],"250":11,"25014bc73b334765a1c09a4e4a97ed66":18,"251":[11,14],"2514":11,"2516":18,"25164":11,"252":11,"2528":11,"252877":11,"2529":11,"253":11,"2537":18,"253705":11,"254":11,"2544031669784":21,"255":[0,11,13],"2551":11,"2552":11,"2554":18,"2556":11,"256":[11,12],"256488":11,"256783":11,"25694":11,"257":[11,28],"2570":18,"2572":21,"257278":11,"257437":11,"2576084265970895":21,"258":[11,14],"2583":11,"259":11,"2590":18,"25msun":[0,13],"26":[11,18],"260":11,"26051":11,"260676":11,"261":11,"2613":11,"261343":11,"26171201413c43f5b91552a374879940":12,"2618":11,"262":11,"2622":[11,18],"2626":11,"2629":11,"263":11,"263079":11,"2632":11,"263235":11,"2636":18,"264":11,"26416":11,"26441":11,"26456":11,"265":11,"2652":18,"266":11,"2663":11,"26637":11,"2664":11,"266485":11,"2666":18,"267":[11,14],"2670":11,"2671":11,"2672":11,"2673":11,"2674":11,"2676":11,"2677":11,"2678":11,"2679":11,"268":11,"2680":11,"2681":11,"2682":11,"2683":11,"2684":11,"2685":11,"2686":11,"2687":11,"2688":11,"2689":11,"269":11,"2690":11,"2691":[11,18],"2692":11,"2693":11,"2694":11,"2695":11,"2696":11,"2697":11,"2698":11,"2699":11,"27":[11,14,18,21],"270":11,"2700":11,"2701":11,"2702":11,"27025":11,"2703":11,"2704":11,"2705":11,"2706":11,"2707":11,"2708":11,"2709":11,"271":11,"2710":11,"2711":11,"2712":11,"2713":11,"2714":11,"27143e":21,"2715":11,"2716":11,"2717":11,"2718":11,"2719":11,"272":11,"2720":11,"2721":11,"2722":11,"2723":11,"2724":11,"2725":11,"2726":11,"2727":11,"2728":11,"2729":11,"272943":11,"273":11,"2730":11,"2731":11,"2732":11,"2733":[11,18],"2734":11,"274":11,"274206":11,"274445":11,"2746":18,"274854":11,"275":11,"2754":11,"27569e":11,"2757":18,"276":11,"2767":11,"277":11,"2773":11,"27734":11,"2775":18,"27767":11,"278":11,"27829":11,"279":11,"2791":11,"2795":18,"28":[11,13,14,15,17,18],"280":11,"2800":11,"2801":11,"2802":11,"280723":11,"280749":11,"281":[11,28],"281309":11,"28134439269236855":21,"2816":11,"2819":11,"282":11,"282234":11,"2823":11,"282623":11,"283":11,"2831":18,"2834":11,"2835":11,"2836":11,"28369":11,"283972":11,"284":11,"2845":18,"2846":11,"285":11,"286":11,"2861":18,"287":11,"2871":11,"2873":11,"2875":18,"2878":11,"288":11,"2881":11,"288353":11,"28867":11,"289":11,"2891":18,"2898":11,"28984":11,"28e":14,"29":[11,14,18,21],"290":11,"290684":11,"291":11,"29136":11,"2914":11,"292":11,"2921":11,"2924":11,"292641":11,"2927":11,"293":11,"2930":18,"293512":11,"294":[11,12],"29427":21,"2944163245":18,"29448":21,"29457":21,"2947":[18,21],"295":11,"295543":11,"296":11,"2961":11,"2965":18,"296544":11,"2967":11,"2969346":2,"297":11,"297187":11,"297506":11,"298":11,"29816":11,"298194":11,"2982":18,"299":11,"2991":11,"2996":11,"29e":18,"2b66f805db424c48a1d29c45092b6e3c":14,"2d":[0,13],"2e":[15,18],"2m":[14,18],"2mb":[14,18],"2msun":[0,13],"2s":18,"3":[0,1,2,4,7,9,11,12,13,14,15,16,17,18,19,20,21,24,26],"30":[1,11,12,14,15,17,18,19,20,21,22],"300":[11,26],"3000":[0,13,22],"3002":11,"3008":11,"301":11,"3010":18,"301129":11,"301483":11,"3017":11,"302":11,"3025":11,"303":11,"3034":11,"3035":18,"303533":11,"3038":11,"30388e":11,"304":11,"3042":11,"30441":11,"3046":11,"3048":11,"305":11,"305334":11,"3059":18,"306":11,"30642":21,"3065":11,"306619":11,"3069":11,"307199":11,"3078":18,"308":11,"3082":11,"308203":11,"3084":11,"309":11,"30902":21,"309361":11,"309461":11,"3096":11,"30975":11,"30e4":[0,13],"31":[0,11,13,14,18],"310":11,"3100":[11,18],"310029":11,"3101":11,"311":11,"312":[11,12],"3124":18,"312637":11,"3127":11,"313":11,"313623":18,"314":11,"31408":11,"314533":11,"3148":18,"315":11,"315124":11,"315223":11,"3154":11,"315404":11,"315903":11,"315973":11,"316":[11,14],"316118":11,"317":11,"3171":11,"3172":11,"3174":18,"3176":11,"317663":11,"317921":11,"318":11,"3185":11,"318753":11,"319":11,"3192":11,"3193":11,"31958":11,"3197":18,"31e":18,"32":[4,7,11,14,18,21],"320":11,"3205":21,"32076":11,"321":11,"321082":11,"3211":11,"32118":11,"3216":11,"321643":11,"322":11,"3223":11,"3228":[11,21],"32282":11,"323":11,"3231":[11,18],"323359":14,"3235":11,"324":11,"3243":11,"3244":11,"3245144":21,"3246":11,"3247":11,"3248":11,"325":11,"325197":11,"3256":18,"325743":11,"325965":11,"326":11,"326147":11,"32620":11,"32631":11,"3264":11,"326601":11,"32684":11,"327":11,"3273":[11,18],"328":11,"328066":11,"3282":11,"328512":11,"329":[11,14],"3294":18,"32e":18,"33":[11,18],"330":11,"331":11,"332":11,"332091":11,"3321":18,"332251":11,"332777":11,"33295":11,"333":11,"333032":11,"3331":11,"334":11,"33451":11,"33469":15,"3348":18,"335":11,"335153":11,"3352":11,"335342":11,"335428":11,"33552":11,"335642":11,"335847":11,"336":11,"336295":11,"3368":11,"33699":21,"337":11,"33719":11,"337249":11,"3373":18,"338":[11,15],"33879":11,"339":11,"3394":18,"339587":11,"3396":11,"34":[11,12,13,14,15,17,18,19,21,22],"340":11,"34018":11,"340477":11,"34081":11,"341":11,"3412":11,"34126":11,"34175":11,"3419":11,"342":[11,18],"34213":15,"342134":11,"3422":18,"342474":11,"3429":11,"343":11,"3438":11,"344":11,"3445":18,"344772":11,"3448":11,"345":11,"34537":11,"345842":18,"346":11,"3461":11,"3462":11,"3464":18,"3469":11,"347":11,"3471":11,"347169":11,"347405":11,"347623":11,"348":[11,14],"3483":18,"34870":11,"349":11,"3495":11,"3497":11,"34e":14,"35":[2,11,14,18],"350":[11,18],"3502":11,"35051":11,"3507":11,"3509":18,"351":11,"351532":11,"3518":11,"352":11,"3529":11,"353":11,"3533":18,"353432":11,"3536":11,"354":11,"354576":11,"35487":11,"354981":11,"355":11,"3550":18,"35505":11,"355513":11,"3559":11,"356":11,"3563":11,"3568":18,"356812":11,"357":11,"358":11,"3583":11,"3588":18,"3589":11,"35895":11,"359":11,"3591":11,"359784":11,"359881":11,"3599":11,"36":[11,14,18,21],"360":11,"360093":11,"36016":11,"361":11,"3616":11,"362":11,"3622":18,"362601":11,"36298":11,"363":11,"36314":11,"36323":11,"364":11,"3640":18,"364017":11,"36403":11,"364747":11,"3649":11,"365":11,"3657":18,"365763":11,"365949":11,"366":11,"366259":11,"366392":11,"367":11,"367065497322e":21,"367268":11,"3674":11,"36747":11,"3676":18,"367793":11,"368":11,"368345":11,"3688":11,"369":11,"3695":11,"36957":11,"3698":11,"36e":18,"37":[11,14,18],"370":11,"3706":18,"371":11,"371427":11,"371458":11,"3715a4ab9":0,"371625":11,"3719":11,"372":11,"3726":[11,18],"3729":11,"373":11,"373282":11,"374":11,"37409":11,"3746":18,"374905":11,"375":11,"3752":11,"375537":11,"3757":11,"375712":11,"3758":11,"376":11,"376059":11,"3763":18,"376604":11,"3767":11,"377":11,"3771":11,"378":11,"3781":11,"3786":18,"37874":11,"379":11,"379292":11,"37e":18,"38":[0,11,14,18],"380":11,"38009":11,"380393":11,"380887":11,"381":11,"3811":18,"382":11,"382144":11,"382472":11,"383":11,"38316":11,"3832":18,"384":11,"3849":18,"385":11,"386":11,"387":11,"3875":18,"38788e":21,"388":11,"388321":11,"389":11,"38908":11,"389208":11,"38921":11,"389749":11,"38m":18,"39":[11,12,13,14,16,17,18,19,20,21,22],"390":11,"3905":18,"391":11,"39152e":11,"391798":11,"392":11,"39205":21,"392194":11,"392487":11,"3928":11,"393":11,"3930":18,"3931":18,"393886":11,"394":11,"394722435913e":21,"395":11,"39521":11,"3954":18,"3957":11,"3959":11,"396":11,"396133472739e":21,"396288708628e":21,"3963":11,"396675941641e":21,"3967":11,"397":11,"3971":11,"39754":21,"3977":18,"397754":11,"3978":11,"398":11,"39831":11,"39834":11,"398381":11,"398419":11,"398927":11,"399":11,"3995":11,"3999999999996":20,"3d":[0,13],"3m":18,"3mb":[14,18],"3msun":2,"3s":[14,18],"4":[0,1,2,5,11,12,13,14,15,16,17,18,19,20,21,22,26],"40":[11,14,18,19,20],"400":11,"4000":[0,18],"40049":11,"401":11,"4011":11,"401263":11,"4013":11,"401728":11,"4018":11,"402":11,"40238":11,"402961":11,"403":11,"40339":11,"404":11,"4046":11,"404641347602e":21,"4048":11,"404962":11,"405":11,"405068":11,"405577":11,"406":[11,18],"407":11,"40735":11,"4076":11,"408":11,"409":11,"4098":11,"40e":18,"41":[11,18],"410":11,"4101":11,"4102":11,"4108":11,"410828":11,"411":11,"411151":11,"412":11,"41238":11,"413":[11,12],"413467":11,"414":11,"41457":11,"4146":11,"41485":11,"414875":11,"415":11,"416":11,"416141":12,"4162":11,"417":11,"41726":11,"4176":11,"418":11,"418029":11,"4182":11,"4183":11,"4184":11,"4186":11,"41862":11,"418757":11,"4188":11,"419":11,"4192":11,"4197":11,"41996":11,"41e":18,"42":[0,11,14,18],"420":11,"420182":11,"4202":11,"420316":11,"4205":11,"42052":11,"42097":11,"421":11,"421365":11,"421436":11,"421475":11,"4218":11,"4219":11,"422":11,"422436":11,"42266":11,"4229":11,"423":11,"42362":11,"424":[11,12],"4243":11,"424712":11,"424924":11,"425":11,"4251":11,"4256":11,"425788":11,"426":11,"427":11,"427601421985e":21,"42785":11,"428":11,"428699":11,"429":[11,18],"429122":11,"429398":11,"42e":18,"42msun":[0,13],"43":[11,18],"430":11,"4304":11,"430936289925951":21,"431":11,"4311":11,"431313":11,"43173":11,"432":11,"4321":11,"432729":11,"433":[11,21],"4330":11,"433207":18,"4333":11,"433477":11,"434":11,"43422e":21,"435":11,"4357":11,"435809":11,"436":11,"43618":11,"4365":11,"4369":11,"437":[11,18,21],"43711":21,"4379":11,"438":11,"4380":11,"4385":11,"438686":11,"4387":11,"438861":11,"439":11,"4397":21,"44":[11,18],"440":11,"441":11,"441158":11,"44170":11,"442":11,"44211":11,"4422":11,"44223e":11,"443":11,"4433":11,"4438":11,"444":11,"444217227690e":21,"445":11,"4454":11,"4455":11,"44558":11,"445821":11,"446":11,"447":11,"447918":11,"448":11,"448242":11,"448401":11,"44852":11,"449":[11,18],"4493":11,"44e":18,"44msun":[0,13],"45":[11,12,14,18,21],"450":11,"4500":13,"45000000080":21,"4501":11,"4504":21,"450629":11,"4507":11,"450818":11,"450828476487e":21,"4509":11,"451":[11,14],"45114":11,"451192744924e":21,"451732":11,"452":11,"453":11,"4530":[15,17],"453059":18,"453317880232e":21,"453348":11,"453412":11,"453932":11,"454":11,"4540":11,"454013":11,"45407":21,"454268":11,"454409":11,"455":11,"45534":11,"455552":11,"456":18,"456313":11,"456519":11,"457":11,"45757":11,"457987":11,"458":11,"458064":11,"4588":11,"45889":11,"459":11,"459382":11,"45msun":[0,13],"46":[11,14,18,21],"460":11,"460081":11,"46057":11,"46089":11,"462":11,"4621":21,"4622":11,"46220":11,"4623":11,"462779538274e":21,"463":11,"463455":11,"464":11,"464494":11,"465":11,"465133":11,"46573":21,"465867":11,"46607":11,"4666":11,"4670":11,"4673":11,"467851":11,"468":11,"4680":14,"46822":11,"4683":11,"469":11,"46901":11,"469056":11,"469524":11,"47":[11,14,18],"470":11,"471":11,"4710":11,"471379":11,"4714":11,"472":20,"472105":11,"472318":11,"4734":11,"473762":11,"474":11,"47419":11,"475":11,"4752":11,"475287":11,"47534":11,"4755":11,"4759":11,"476":11,"4764":11,"476589":11,"477":11,"477089":11,"4773":11,"47745":21,"477535":11,"477791":11,"478":11,"478253":11,"478315":11,"4788":11,"478807":11,"479":11,"47946":11,"4797":11,"479973":11,"48":[11,18],"480":11,"480045":11,"48046":11,"4807":11,"4809":11,"481":11,"482":11,"4822":11,"4825":11,"482668":11,"483":11,"48336":11,"4838":[13,15,17],"484":11,"4845":11,"485":11,"48586":11,"486":11,"4862":11,"4865":11,"4867":11,"4872":11,"48749":11,"4877":11,"488":11,"48809":11,"489":11,"489077":11,"48926":11,"48e":[14,18],"49":[11,12,18],"490":11,"491":11,"491811":11,"492":11,"492242":11,"492302":11,"492484":11,"492707":11,"492818":11,"493":11,"493648":11,"493975":11,"494":11,"4945":11,"4949":11,"495":11,"4957":11,"4959":11,"495924":11,"496":11,"4961":11,"496312":11,"4966016":20,"497":11,"497008":11,"497294":11,"498":11,"4981":11,"498232":11,"499":11,"49e":18,"4b8c7f4a86e445099d73f27dffaad94b":20,"4e":[0,13],"4e3":[0,13],"4m":18,"4mb":[14,18],"4s":[14,18],"5":[0,1,2,5,11,12,13,14,15,16,17,18,19,20,21,22],"50":[0,11,13,14,18,20],"500":[0,11,13],"501":11,"5017":11,"502":11,"502451":11,"502775":11,"502841":11,"503":11,"503726":11,"504":11,"5043":11,"5046":11,"505":11,"5051":11,"50537":11,"506":11,"5064":11,"50652":11,"5066257":20,"50682":11,"50687":11,"507":11,"507104":11,"507443":11,"508":[11,21],"5089":11,"509":11,"5094":11,"50973":11,"50e":18,"50fb66cc659c46c8bbc29fe0c8651c2f":21,"51":[11,14,18],"510":11,"511":11,"511114":11,"5112":11,"5114":11,"5117":11,"512":11,"512561":11,"512617":11,"513":11,"514":11,"514087":11,"51478":11,"514898":11,"514916":11,"515":18,"515062":11,"5164":11,"517":11,"51742":11,"517454":11,"5175":11,"518":11,"51803":15,"51809":11,"51819":11,"518397":11,"518757914":19,"518851":11,"519":11,"51e":18,"52":[11,12,14,18],"52058":11,"5208":11,"520903":11,"5217":11,"522":11,"5221":11,"523":11,"523485":11,"523561":11,"524":11,"52414":21,"52415":21,"5244":11,"524755":11,"525":11,"526":11,"527":11,"528":11,"528102":11,"5286":11,"529":11,"5294":21,"52e":18,"53":[11,12,14,18],"530":11,"5301":11,"5309":11,"531":11,"531293":11,"531411":11,"5317":11,"532":11,"5324":11,"533":11,"5333":11,"534":11,"534699":11,"535":11,"5358":11,"536":11,"5366":11,"53715":11,"5374":11,"537743":11,"538":11,"53854":11,"539":11,"539343":11,"539941":11,"53e":18,"54":[11,18],"54027":11,"5403":11,"541":11,"541792":11,"542":11,"5423":11,"542419":11,"543":11,"54307":11,"54371":11,"544":11,"54439":11,"544482":11,"545":11,"5456":11,"545743":11,"546":11,"5462":11,"547002":11,"547729":11,"548":11,"5483":21,"548589":11,"548740826516e":21,"548864":11,"549":11,"5493":11,"54949":11,"55":[2,11,12,14,18,20,21],"550575":11,"551":[11,12],"551072":11,"552":11,"552711":11,"5528":11,"553":11,"5532":11,"554":11,"55458":15,"55473":11,"555":[11,14],"5556":11,"5557":11,"557":11,"558":11,"559":11,"5593":11,"55982":11,"559889":11,"55e":18,"56":[0,11,14,18,21],"560118":11,"5603":11,"561":11,"5612":11,"5619":11,"562":11,"56228":11,"564":11,"565":11,"56518":11,"5652":11,"566":11,"566263":11,"56631":11,"566495":11,"567":11,"567303":11,"567898":11,"568":11,"5681":11,"56865":11,"569":11,"569581":11,"5696":11,"56e":18,"57":[11,12,14,18],"570":11,"5702":0,"570222":11,"5703":11,"57062":11,"57093":11,"571":11,"5712":11,"57141":11,"5717":21,"572":11,"573":11,"5734":11,"5735":11,"573703":11,"5738":11,"573874":11,"574":11,"57443":15,"574826":11,"575":11,"57538":11,"57571":21,"576":11,"577":11,"57739":11,"5775":11,"577826":11,"578":11,"57878":11,"579":11,"579099761269e":21,"5791":11,"5794":11,"5795":11,"5796":11,"5798":11,"58":[11,18],"581":11,"5812":11,"581558":11,"58166":11,"582":11,"582318":11,"583":11,"58332":11,"583346":11,"583436":11,"584622":11,"585":11,"58504":11,"58518":21,"585985":11,"586":11,"587":[11,20],"588":11,"588396":11,"5885":11,"589":11,"58e":14,"59":[11,12,18],"590":11,"5904":11,"590877":11,"591":11,"5919":11,"592":11,"592309":11,"592733":11,"593":11,"594":11,"59429":11,"59452":15,"595":11,"596":[11,18],"59616":11,"596161":11,"597":11,"5977":11,"598":11,"5982":11,"59867":11,"59e":18,"5dex":[14,18,19,20],"5e":18,"5m":18,"5mb":[14,18],"5msun":[0,13],"5s":18,"6":[0,1,9,11,12,13,14,15,16,17,18,19,20,21,24],"60":[11,18,21],"600":11,"6000":[0,13],"600000":0,"60007":21,"600258":11,"600593":11,"6008":11,"601":11,"60101":11,"602":11,"603":[11,18],"6032":11,"604":11,"60468":11,"605":11,"60547":11,"6058":11,"606":[11,18],"606169":11,"60636":11,"607":18,"608":[11,18],"608269":11,"608485":11,"608655":11,"60876":11,"609":11,"6094":11,"61":[11,18],"610184":11,"610285":11,"611":[11,18],"61117":11,"611632":11,"611763":11,"611785":11,"612":[11,18],"612281":11,"613":[11,18],"613167":11,"614":[11,18],"6145":11,"615":11,"615165":11,"61521":11,"616":[11,18],"6161":11,"616737":11,"61679":11,"617":[11,18],"617224":11,"6179":11,"618":11,"6181":11,"6182":11,"618382":11,"618445":11,"6185":11,"618705":11,"619":[11,18],"619099":11,"61e":18,"62":[0,11,18],"620":18,"621":20,"6212":11,"621375":11,"6215":11,"62172":17,"622":11,"62200":11,"622081":11,"622494":11,"6225":11,"623":18,"623052":11,"623232":11,"623354":11,"62366":11,"624":[11,18],"624125":11,"6249793":21,"625":[0,11],"62549":11,"626":[11,18],"628":[11,18],"628169":11,"629":[11,18],"63":[11,14,18],"630":18,"631":[11,14],"63153":11,"632":[11,18],"6328":11,"633":11,"633148":11,"633684":11,"634":[11,18],"634261":11,"6344":11,"635":[0,13,18],"63566e":11,"635703":11,"636":18,"636985":11,"637":[11,18],"637666":11,"637754":11,"6379":11,"638":[11,18],"63818":11,"6384":11,"6388":11,"639":[11,18],"63923":11,"639951":11,"63e":18,"64":[11,18],"640":[11,18],"6409":11,"641":18,"6413":11,"64137":11,"642":18,"64207":11,"64265":11,"6429":11,"643":18,"64359":11,"6438124832773024":18,"644":[11,18],"644553":17,"64463":11,"645":[11,17,18],"645286":11,"645339":11,"645763":11,"646":11,"64611":11,"646273":11,"647":11,"647161":11,"64724":11,"6474":11,"6475":11,"648":11,"648549":11,"6485656144116352":18,"648566":18,"6489":11,"6492":11,"6493":11,"64932":11,"649327":11,"64e":18,"65":[11,18,26],"651":11,"6514":11,"6515":11,"65262":11,"652638":18,"652755":11,"653":[11,21],"6548":11,"6550":11,"6552":11,"655371":11,"6556":11,"6559":11,"656":11,"6562":11,"657":11,"6571":11,"6579":11,"658":11,"6588":11,"659":11,"659393":11,"659448":11,"659469":11,"659526":11,"659581":11,"659743":11,"65976":11,"65e":18,"66":[11,18],"66003":21,"66016":11,"66025":11,"6602514":18,"6604":11,"660415":11,"661":11,"661725":11,"662":11,"6626":11,"663":11,"663251":11,"663976":11,"664":11,"664546":11,"6649":11,"665406":11,"66554":11,"665969":11,"666661":11,"667":11,"6674":11,"668":11,"668328":11,"669":11,"66915":11,"669442":11,"66e":18,"67":[11,18],"670":11,"67023":11,"670337":11,"670413":11,"670422":11,"67059":11,"671":11,"671001":11,"671551":11,"67179":11,"672":11,"67245":11,"673":11,"674":11,"674063083432e":21,"6745":11,"674645":11,"6747":11,"6749":11,"675":11,"675689":11,"6758":11,"67586e":21,"676":11,"676181":11,"676215":11,"6764":11,"6765":11,"677":11,"6771":11,"677623":11,"678":11,"679":[11,14],"679223":11,"6797":11,"67e":18,"68":[11,14,18],"681":11,"681473":11,"681487":11,"6816":11,"682":[11,14],"6822":11,"683":11,"6831":11,"6832":11,"6834":11,"683467":11,"68376":11,"684":[11,14,21],"684890":18,"685":[14,18],"685255":11,"685872":11,"686":11,"686591":11,"687":[11,14],"68746":11,"68748":21,"688":[11,14],"6883":11,"6885":11,"689":11,"689781":11,"689835":11,"68e":18,"69":[11,18],"690":18,"690194":18,"690203":11,"6905":11,"690746":11,"6908":11,"6909":11,"691":[11,14],"691586":11,"692":11,"693":[11,14],"693128":11,"693321":11,"6934":11,"693944":11,"694":[11,14,18],"6944":0,"694517":18,"695":[11,21],"6952":11,"695505":11,"69569":11,"696":11,"696284":11,"697":11,"6975":11,"697827":11,"698":[11,18],"69808":11,"698517":11,"6989":11,"699":11,"6e":[14,18],"6e1":2,"6e5":[0,13],"6m":18,"6mb":[14,18],"6msun":[0,13],"6s":[14,18],"7":[0,1,2,9,11,12,13,14,15,17,18,19,20,21,24],"70":[2,11,14,18,21],"700":11,"70005":11,"700359":11,"70043":11,"70052":11,"70054":11,"701":11,"702":11,"70235":11,"7028":11,"703":11,"703545":11,"70365":11,"704":11,"70429":11,"7046":11,"705":11,"7052":11,"705715":11,"706":11,"7060":11,"706029":11,"706126":11,"706483":11,"706780":18,"7069":11,"706984":11,"707":[11,18],"708":11,"7085":11,"709":11,"7093":11,"709965":11,"70e":18,"71":[11,18],"710":11,"71025":21,"7107":11,"7108":11,"711":11,"7114":11,"71196":21,"712":11,"712414":11,"7128":21,"713946":11,"714712":11,"716":[11,17],"71617":17,"71662":15,"71746":11,"71818":11,"7184":11,"718549":11,"7188":11,"719058":11,"71e":18,"72":[11,18],"720749":11,"721":11,"7210":11,"7214":11,"7219":11,"722":11,"72386":11,"724":[11,15],"72498e":[15,21],"725":11,"725718":11,"726002":11,"72611":11,"72617":11,"7267":11,"7269":11,"727":11,"727196":11,"72764":11,"728":[11,14],"7282":11,"728237":11,"72832e":11,"728797":11,"729":11,"729193":11,"7292":11,"7296":11,"72983":11,"72e":18,"73":[11,18,21],"730":11,"731":11,"7315":11,"7319":11,"732":11,"7322":11,"732244":14,"7324":11,"7326":11,"732818":11,"732953":11,"732983":11,"7335":11,"734":11,"7342":11,"734534":11,"735":11,"7354":11,"7359":11,"736":[11,14],"736112":11,"7365":11,"737":11,"7370":11,"737411":11,"738":11,"7380":11,"7381":11,"738399":11,"7384":11,"7385":11,"738524":11,"7386":11,"739":11,"7390":11,"739962":11,"73e":18,"74":[11,18],"740":11,"740494":11,"740929":11,"7413":11,"741346":11,"741448":11,"7418":11,"7419":11,"742":11,"7420":11,"7421":11,"7422":11,"7423":11,"7424":11,"7425":11,"7426":11,"7427":11,"7428":11,"7429":11,"743":11,"7430":11,"7431":11,"743118":11,"7432":11,"7433":11,"7434":11,"7435":11,"7436":11,"7437":11,"7438":11,"743837":11,"7439":11,"744":11,"7440":11,"7446":11,"7447":11,"7448":11,"7449":11,"745":11,"7450":11,"7451":11,"7452":11,"7453":11,"7454":11,"7455":11,"7456":11,"7457":11,"7458":11,"74583":11,"7459":11,"746":11,"7460":11,"7461":11,"7462":11,"747":11,"7472":11,"748":11,"748832":11,"749":11,"75":[0,11,14,18],"750":[11,12],"7500":11,"75005":11,"750149":11,"750806":11,"751305":11,"752":11,"752134":11,"752438":11,"7527":11,"753":11,"7530":11,"7536":11,"7537":11,"754":11,"754141":11,"7544":11,"755":11,"75508":11,"755323":11,"7554":11,"7557":11,"756":11,"7561":21,"7564":11,"7566":11,"756795":11,"757":[11,14],"757025":11,"7572":11,"758":11,"7582":11,"7589":11,"759":11,"75921":11,"75931":11,"7595":11,"7598":11,"75e":18,"76":[11,18],"760064":11,"760389":11,"7605":11,"7607":11,"761":11,"7612":11,"7613":11,"76134":11,"761478":11,"7617":11,"7619":0,"7620":11,"7622":11,"7626":11,"7629":11,"763":[2,11],"7631":11,"7633":11,"7635":11,"764":11,"76416e":11,"7644":11,"7645":11,"764629":11,"7647":11,"7647737053496777":21,"764989":11,"765":11,"7650":11,"7657":11,"7659":11,"766":11,"766094":11,"7666":11,"7669":11,"767":11,"7671":11,"7675":11,"7677":11,"7678":11,"7679":11,"768":11,"7683":11,"768339":11,"7684":11,"768655":11,"7689":11,"769":11,"7690":11,"7691":11,"769195":11,"76e":14,"77":[11,18,20],"7705":11,"770532":11,"7706":11,"7709":11,"7714":11,"7717":11,"7718":11,"772":11,"7720":11,"7721":11,"772169325355e":21,"7722":11,"7727":11,"7728":11,"77287":21,"773":11,"7730":11,"7731":11,"773166":11,"7734":11,"7735":11,"7736":11,"7737":11,"774":11,"7741":11,"77416":11,"7742":11,"7743":11,"7745":11,"77455":11,"7748":11,"774954":11,"774969":11,"775":11,"7750":11,"77505":11,"7751":11,"7752":11,"77541":11,"7757":11,"7759":11,"776":11,"7761":11,"77624":11,"776263":11,"77631":11,"7764":11,"7765":11,"776523":11,"7766":11,"7767":11,"776818":11,"7769":11,"777":11,"7772":11,"7773":11,"7774":11,"77766":11,"7779":11,"778":11,"7781":11,"7782":11,"7785":11,"7789":11,"779":11,"7790":11,"779197348711e":21,"7792":11,"7795":11,"7797":11,"78":[11,18],"78012":11,"7803":11,"7806":11,"7809":21,"781":11,"781046":11,"78125":0,"7813":11,"7817":11,"7819":11,"782":11,"7823":11,"7825":11,"7826":11,"7827":11,"7828":11,"783":[11,17],"7831":11,"7836":11,"783746":11,"783792":11,"784":11,"7840":11,"7842":11,"7843":11,"7844":11,"7845":11,"7848":11,"78488":11,"784972":11,"785":11,"7852":11,"785539":11,"7856":11,"7858":11,"786":11,"786062":11,"7861":11,"7863":11,"7864":11,"7868":11,"787":11,"7871":11,"787102":11,"787368":11,"7874":11,"7875":11,"7877":11,"787705":11,"7879":11,"788":11,"7882":11,"7883":11,"7886":11,"7887":11,"789":11,"789064":11,"7891":11,"789188":11,"7893":11,"7898":11,"789859":11,"7899":11,"78e":18,"79":[11,18],"7901":11,"7902":11,"7903":11,"7905":11,"7907":11,"7909":11,"79092":21,"790941":11,"791":11,"7911":11,"7912":11,"791274":11,"7913":11,"791478":11,"7916":11,"7918":11,"7919":11,"791991":11,"792":11,"7920":11,"7925":11,"7926":11,"79264":11,"7927":11,"792721":11,"792744":11,"7928":11,"7933":11,"7934":11,"7936":11,"793832":11,"7941":11,"79412":11,"7942":11,"7943":11,"7944":11,"79487":21,"795":[2,11],"795024":11,"7958":11,"796":11,"7960":11,"7962":11,"7964":11,"7965":11,"7967":11,"7968":11,"7969":11,"797":11,"7973":11,"7974":11,"7975":11,"7979":11,"798":11,"7980":11,"7982":11,"7988":11,"799":11,"7990":11,"79911":11,"7996":11,"7997":11,"799889":11,"79e":18,"7a2e4301f5224b2cb8939d2297df0aad":20,"7e":18,"7m":18,"7mb":18,"7s":14,"8":[0,2,11,12,13,14,15,17,18,19,20,21],"80":[2,11,18,26],"800":12,"8000":11,"8001":11,"8003":11,"8004":11,"8008":11,"8009":11,"801":11,"8010":11,"8012":11,"8013":11,"802":11,"802706":12,"802986496151e":21,"803":11,"8031":11,"8034":11,"8039":11,"804":11,"80402":11,"8043":11,"8044":11,"8047":11,"8048":11,"804961":11,"805":11,"8050":11,"8053":11,"8055":11,"805733":11,"8058":11,"8059":11,"80592":21,"806":11,"8060":11,"8062":11,"806431":11,"8065":11,"8066":11,"8067":11,"806722":11,"807":11,"8071":11,"8073":11,"807331":11,"807361":11,"8074":11,"807403":11,"8076":11,"8079":11,"808":11,"808134":11,"809":[11,12],"8091":11,"8095":11,"80954":11,"809662":11,"80e":18,"80msol":2,"81":[11,14,18],"810":14,"8101":11,"8104":11,"8105":11,"81066":21,"8107":11,"8108":11,"8109":11,"811":11,"8111":11,"8115":11,"812":11,"8121":11,"8123":11,"8124797":12,"813":11,"81352":11,"8138":11,"81395":15,"814":11,"8140":11,"8141":11,"814387":11,"81495":21,"81499":21,"815":11,"8151":11,"81529":21,"81536":21,"8155":11,"81562":11,"81563":21,"8158":11,"816":11,"8163":11,"81636":21,"81689":21,"816958":11,"817":[11,17],"81705":11,"817432":11,"817843":11,"817888":11,"818":11,"8182":11,"818294":11,"819":11,"8194":11,"8195":11,"81957":21,"8196":11,"819715":11,"8199":11,"81e":18,"82":[11,18],"8200":11,"8202":11,"8205":11,"82061":21,"82064":11,"82074":21,"82088":21,"821":11,"82123":21,"821301":11,"821367":11,"8216":21,"822":11,"82224":11,"8224":11,"82245":11,"82255":21,"823":11,"823059079115e":21,"82325":11,"8234":11,"823767":11,"824494":11,"8245":11,"8247":11,"824848":11,"82486":11,"8249":11,"825":11,"8250":11,"825086":11,"8251":11,"8252":11,"8254":11,"82563":18,"825648":11,"826":11,"8261":11,"8263":11,"82642":11,"826771":11,"8268":11,"826831":11,"827":11,"8271":11,"8276":11,"82797":11,"828":11,"8280":11,"828241":11,"828858":11,"829":11,"829017":11,"8292":11,"8293":11,"8295":11,"829668":11,"829726":11,"829757":11,"8299":11,"82e":18,"83":[11,14,18],"830":11,"8300":11,"8303":11,"830541":11,"831236":11,"832":11,"832981":11,"833":11,"8339":11,"834303":11,"834483":11,"835":11,"8354":11,"836":[11,12],"836621":11,"83672":11,"836783":11,"837":11,"8372":11,"83762":11,"8377":11,"837816":11,"8379":11,"838":[11,12],"838411":12,"838423":11,"83843":11,"839":11,"8399":11,"83e":18,"84":[11,14,18],"840":11,"84029":11,"84071":11,"840796":11,"840994":11,"841":11,"841284":11,"841718":11,"8429":11,"843":11,"8435":11,"844":[11,12],"8441":11,"84428":11,"8443":11,"845":11,"84502":11,"8452":11,"845387":11,"845641":11,"846":[11,12],"846045":12,"847":11,"847153":11,"84827":11,"848380621869e":15,"848866":11,"8493":11,"85":[11,14,18,26],"850":11,"850309":11,"851":11,"851646":11,"852":11,"852252":11,"8523":11,"852712":11,"853":11,"8533":11,"854":11,"85406e":11,"8544":11,"8545":11,"854649":11,"855":11,"856":[11,18],"8569":11,"857":11,"8573":11,"857699":11,"8577":11,"858":[11,12],"8585":11,"859":11,"8596":11,"859753":11,"8598":11,"859977":11,"86":[11,14,18],"860402":11,"8605":11,"861":11,"861368":11,"863":[11,14],"86323":11,"86334":11,"8635":11,"8638":11,"865":11,"8653":11,"8654":11,"865806":11,"866":11,"8664":11,"867":11,"86728":11,"8674":11,"8678":11,"86794":11,"868":11,"8683":11,"86878":11,"869":11,"86918":11,"8694":11,"869544":11,"87":[11,18,21],"870":11,"8704":11,"8706":11,"8708":11,"871":11,"872":[11,21],"872312":11,"872316":11,"873":11,"8731":11,"873639":11,"874":11,"874638":11,"875":11,"876":11,"876084":11,"876382":11,"877":11,"877963":11,"878":11,"87813":11,"878253":11,"879":11,"8791":11,"87e":18,"88":[11,18],"880":11,"8805":11,"880528":11,"881":11,"8813":11,"882017":11,"8828":11,"883":11,"883252":11,"88343":11,"8837":11,"884":11,"8840":11,"8843":11,"88441":11,"884461":11,"8846":11,"8848":11,"885":11,"8851":11,"8853":11,"8855":11,"885537":11,"8856":11,"8858":11,"88581":11,"886":11,"8860":11,"8862":[11,21],"8864":11,"8866":11,"8867":11,"8868":11,"8869":11,"887":11,"8870":11,"8871":11,"8872":11,"8873":11,"8874":11,"8875":11,"8876":11,"8877":11,"8878":11,"888":11,"8880":11,"8881":11,"888123":11,"8882":11,"8884":11,"8886":11,"888613":11,"8887":11,"8889":11,"889":11,"8891":11,"8892":11,"8893":11,"8894":11,"8896":11,"8897":11,"8898":11,"8899":11,"89":[11,12,18,20],"890":11,"8901":11,"8902":11,"8903":11,"8904":11,"8906":11,"8907":11,"8908":11,"8909":11,"891":11,"8910":11,"891056":11,"8911":11,"8912":11,"8917":11,"892":11,"8924":11,"8926":11,"893":11,"8934":11,"8935":11,"8939":11,"893941":11,"894":11,"894041":11,"8941":11,"8949":11,"895":11,"895821":11,"896":11,"8961":11,"896196":11,"896286":11,"8972":11,"8975":11,"897612":11,"898":11,"8982":11,"898786":11,"899":11,"8992":11,"899464":11,"8a7d52edc59346ce991063d9e05e9ba7":12,"8bc1eafea1c34b05894c1618639d8c37":21,"8e":[0,13],"8m":[14,18],"8mb":18,"8s":[14,18],"9":[0,7,11,12,13,14,15,17,18,20,21],"90":[11,14,18],"900":11,"901":11,"901988":11,"902":11,"903":11,"9032":11,"9036":11,"9038":11,"904":11,"9043":11,"9046":11,"9047":11,"905":11,"905335716621e":21,"9057":11,"906":11,"906059":11,"906299":11,"90695":11,"907":11,"9071":11,"90716":11,"9073":11,"9074":11,"908":11,"9087":11,"909":11,"9093":11,"9098":11,"90e":18,"91":[11,14,18],"910419":11,"9105":11,"910817":11,"910981":11,"911":11,"9110":11,"911093":11,"9113":11,"912":11,"912238":11,"912283":11,"912289":11,"912327":11,"9127":11,"912919":11,"913":11,"9139":11,"914":11,"9147":11,"9148":11,"915":[11,14],"915148":11,"915221":11,"9153":11,"91548":11,"916":11,"916093":11,"916207":11,"917":11,"917439":11,"9179":11,"918":11,"918543":11,"9189":11,"919":11,"9196":11,"91e":18,"92":[11,18],"920":11,"9203":11,"9206":11,"920832":11,"921":11,"9214":11,"922":11,"922199":11,"923":11,"92382":11,"924":11,"925":11,"9253":11,"9255":11,"9256":11,"925761":11,"926":11,"9263":11,"9264":11,"927":11,"929":11,"929511":11,"92995":11,"92e":18,"93":[11,18,21],"930":[11,20],"930282":11,"9304":11,"93044":11,"9308":11,"9309":11,"930943":11,"931":11,"9310":11,"932":11,"9323":11,"932839":11,"933":11,"9339":11,"934":11,"9342":11,"935":11,"935069":11,"9351":11,"9357":11,"935816":11,"935920339886e":21,"936":11,"936532":11,"936762":11,"937":11,"938":11,"938568":11,"938576":11,"93898":11,"939":11,"939376":11,"939378":11,"939757":11,"93e":18,"94":[4,11,12,14,18],"941":[11,14],"9411":11,"941478":11,"942":11,"942154":11,"9423":11,"9427":11,"942854":11,"943":11,"9436":21,"944":11,"9445":11,"94464":11,"945":11,"9452":11,"946":11,"946468":11,"946757":11,"947":11,"9471":11,"947719":11,"947774":11,"94797":11,"948":11,"949":11,"95":[11,18,20],"950":11,"9505":11,"950733":11,"951":11,"951344":11,"951597":11,"952":11,"9524":11,"952496":11,"953":11,"953182":11,"9537":11,"953738":11,"953798":11,"954":11,"954624":11,"9548":11,"954848":11,"955":11,"9557":11,"956":11,"9561":11,"956619":11,"957":11,"9573":11,"95783":11,"957894":11,"958":11,"959":11,"959422":11,"959492":11,"9595":11,"9598":11,"95e":14,"96":[11,12,14,18],"960":11,"9603":11,"9606":11,"960734":11,"961":11,"9610":11,"96112":11,"96161":11,"962":11,"962482":11,"962876":11,"963":[11,14],"963621764679e":21,"964":11,"9648":11,"965":11,"9650":11,"965167":11,"96557e":11,"966":11,"966681":11,"967":11,"968":11,"969":11,"96963":11,"96e":18,"97":[11,18],"970":11,"97008":21,"970206":11,"970505":11,"970783":11,"971":11,"971686":11,"971941":11,"972":11,"9725":11,"973":[11,18],"973135":11,"97316":11,"9739":11,"9739752":14,"974":11,"9743":11,"9749":11,"975":11,"9757":11,"9758":11,"975864":11,"976":11,"976041":11,"977":11,"9779":11,"97797":11,"978":11,"979":11,"97923e":21,"9794":11,"9797":11,"97e":[14,18],"98":[11,18,20],"98061":11,"98081":11,"98096":11,"981":11,"981292":11,"9814":11,"981555":11,"9816":11,"982":11,"9825":11,"983":11,"983229":11,"984":[11,20],"9841":11,"9842":11,"985":11,"9851":11,"985359":11,"9859":11,"986":[11,14],"9869":11,"987":11,"988":11,"988755":11,"989":11,"98e":18,"99":[11,18,20],"990":11,"9900":11,"9902":11,"991":11,"9912":11,"991224":11,"991657":14,"99191":15,"99192":15,"99194":15,"992":11,"99203":11,"9927":[11,17],"993":11,"994":11,"994118":11,"995":11,"995631":20,"995687":11,"995824":11,"996":[11,14],"996798":11,"997":11,"9977":11,"997751":11,"998":11,"998023":11,"99808":11,"9983":17,"998563":11,"999":11,"999122":11,"9999999999999998":20,"99e":18,"9e":14,"9m":18,"9mb":[14,18],"9s":[14,18],"boolean":[0,4,5,7,13,23,28],"break":[0,13],"case":[0,3,4,7,9,13,21,26],"catch":[4,7,12,14,17,18,19,20,21],"char":7,"class":[4,5],"const":[2,5,12,14,18,19,20,21,26],"default":[0,1,2,4,5,6,7,12,13,15,16,18,19,20,21,25,26],"do":[0,1,2,5,6,7,9,11,12,13,14,15,18,19,20,21,23,24],"export":[4,5,21],"final":[11,14,18,19,20],"float":[0,2,4,5,11,13,16,17,22,26,28],"function":[0,1,2,3,5,6,7,8,9,10,11,12,14,15,23,24,25,26,28],"import":[4,5,11,12,13,14,15,16,17,18,19,20,21,22],"int":[0,1,2,4,5,6,7,11,13,18,21,26,28],"krtickov\u00e1":[0,13],"kub\u00e1t":[0,13],"long":[0,4,5,7,12,13,14,21,27],"new":[0,2,5,12,13,14,17,18,19,20,21],"null":[0,4,12,13,14,21],"paczy\u0144ski":[0,13],"public":[6,9,18,19,20,21],"return":[1,2,4,5,6,7,11,12,13,14,16,17,18,19,20,21,23,25,26,28],"short":[0,12,13,14,18,19,20,27],"super":[0,13],"switch":[0,13],"throw":[9,24],"true":[0,4,5,6,7,11,12,13,14,16,18,19,20,21,23,26],"try":[0,9,11,13,14,17,18,19,20,21,24],"void":15,"while":[0,11,12,13,14,18],A:[0,3,13,21,28],And:[6,9,24,28],As:[0,11,12,13,14,17,18,19,20,21],At:[12,21],But:17,By:[0,12,13,18,19,20,21],For:[0,13,15,17,18,19,20,23],If:[0,2,5,7,9,12,13,14,18,19,20,21,23,24,25,28],In:[0,5,7,12,13,14,15,16,17,18,19,20,21,26],It:[0,7,9,11,12,13,14,17,18,19,20,21,22,24],Its:7,NO:7,NOT:[0,5,13,25],No:[7,9,11,13,24],Not:[7,12,14],On:[0,4,5,13,21],One:[0,13],Or:21,Such:14,That:[0,12,13],The:[0,1,2,3,4,5,7,9,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26],Then:[4,9,12,24],There:[2,5,6,7,12,13,14,15,16,17,18,19,20,21,22,23],These:[4,7,12,13,18,19,20,21,23],To:[0,7,9,13,17,18,19,20,21,24],Will:[0,4,13,25],With:6,_1:[18,19,20],_:[6,7,12,14,18,19,20],__:21,__arg_begin:13,__attribute__:15,__enter__:4,__exit__:4,_actually_evolve_system:7,_binary_c_bind:[4,13,15,17,22,28],_binary_c_config_execut:7,_binary_c_dir:7,_binary_c_execut:7,_binary_c_shared_librari:7,_commandline_input:7,_count:7,_custom_logging_shared_library_fil:7,_end_time_evolut:7,_errors_exceed:7,_errors_found:7,_evolution_type_opt:7,_failed_count:7,_failed_prob:7,_failed_systems_error_cod:7,_generate_grid_cod:7,_grid_vari:[5,7,19,20],_loaded_moe2017_data:7,_main_pid:7,_moe2017_json_data:7,_population_id:7,_pre_run_cleanup:5,_probtot:7,_process_run_population_grid:7,_repeat:7,_set:5,_set_moe2017_grid:7,_start_time_evolut:7,_store_memaddr:7,_system_gener:7,_total_mass_run:7,_total_probability_weighted_mass_run:7,_total_starcount:7,_zero_prob_stars_skip:7,a173:[0,13],a_in:11,a_out:11,abat:[0,13],abbrevi:27,abl:13,about:[3,4,5,6,12,14,18,19,20,21,28],abov:[0,2,4,5,12,13,15,17,19,20,21],abridg:[13,15],absolut:[0,4,13,26],abund:[0,13],ac:[12,21],acceler:[0,13],accept:[4,21],access:[2,7,15,17,18,19,20,21],accord:[0,2,12,13,26],accordingli:[17,19,20,21],account:[0,7,13],accret:[0,11,13],accretion_limit_dynamical_multipli:[0,13],accretion_limit_eddington_lmms_multipli:[0,13],accretion_limit_eddington_steady_multipli:[0,13],accretion_limit_eddington_wd_to_remnant_multipli:[0,13],accretion_limit_thermal_multipli:[0,13],accretor:[0,11,13,28],accur:[18,19,20],acquir:11,act:[0,7,13,19,20,21],activ:[0,13],actual:[0,5,7,9,11,12,13,14,15,17,18,19,20,21,23,24,26],ad:[3,5,12,14,17],adam:[0,13],adapt:[0,13,19,20],add:[0,2,4,5,7,11,12,13,14,15,17,18,19,20,21,23,26,28],add_grid_valu:26,add_grid_vari:[5,12,14,18,19,20,21],addit:0,address:[1,7,13,15,28],admittedli:23,adress:[13,15,28],advis:15,af:11,affect:[0,12,13],after:[0,5,7,12,13,14,15,18,19,20,21,26],ag89:[0,13],ag:[0,3,9,11,12,13,14,26],again:[4,7,12,16,17],against:23,agb:[0,12,13],agb_3dup_algorithm:[0,13],agb_core_algorithm:[0,13],agb_core_algorithm_default:0,agb_core_algorithm_hurlei:0,agb_core_algorithm_karaka:0,agb_luminosity_algorithm:[0,13],agb_luminosity_algorithm_default:0,agb_luminosity_algorithm_hurlei:0,agb_luminosity_algorithm_karaka:0,agb_radius_algorithm:[0,13],agb_radius_algorithm_default:0,agb_radius_algorithm_hurlei:0,agb_radius_algorithm_karaka:0,agb_third_dredge_up_algorithm_default:0,agb_third_dredge_up_algorithm_hurlei:0,agb_third_dredge_up_algorithm_karaka:0,agb_third_dredge_up_algorithm_stancliff:0,ago:12,al:[0,2,13,28],albedo:[0,13],algorithm:[9,13],algothim:[0,13],all:[0,1,2,4,5,6,7,9,10,11,12,13,14,16,17,18,19,20,21,23,24,25,26],all_info:5,alloc:[13,26],allow:[0,2,7,13,15],along:[0,6,7,9,24],alpha:[0,11,13],alpha_:14,alpha_c:[0,11,12,13,14],alpha_ej:11,alphacb:[0,13],alreadi:[5,12,21,22],also:[0,3,4,5,6,9,11,12,13,14,15,18,19,20,21,24,28],alter:[5,14,18],altern:[0,7,13],although:22,alwai:[0,2,7,13,26],amanda:[0,13],amax:2,amin:2,amount:[0,13],amp:[12,13,14],an:[0,2,4,5,9,12,13,14,16,17,18,19,20,21,25],analys:25,analyt:[5,12,14,18,19,20,21],analyz:[11,17],andrew:[9,24],andronov:[0,13],angelou_lithium_cheb_decay_tim:[0,13],angelou_lithium_cheb_massfrac:[0,13],angelou_lithium_cheb_tim:[0,13],angelou_lithium_decay_funct:[0,13],angelou_lithium_decay_tim:[0,13],angelou_lithium_eagb_decay_tim:[0,13],angelou_lithium_eagb_massfrac:[0,13],angelou_lithium_eagb_tim:[0,13],angelou_lithium_gb_decay_tim:[0,13],angelou_lithium_gb_massfrac:[0,13],angelou_lithium_gb_tim:[0,13],angelou_lithium_hg_decay_tim:[0,13],angelou_lithium_hg_massfrac:[0,13],angelou_lithium_hg_tim:[0,13],angelou_lithium_lmms_decay_tim:[0,13],angelou_lithium_lmms_massfrac:[0,13],angelou_lithium_lmms_tim:[0,13],angelou_lithium_ms_decay_tim:[0,13],angelou_lithium_ms_massfrac:[0,13],angelou_lithium_ms_tim:[0,13],angelou_lithium_tpagb_decay_tim:[0,13],angelou_lithium_tpagb_massfrac:[0,13],angelou_lithium_tpagb_tim:[0,13],angelou_lithium_vrot_trigg:[0,13],angelou_lithium_vrotfrac_trigg:[0,13],angular:[0,13,22,23],ani:[0,2,4,5,9,11,13,17,21,24],anoth:[0,13],ansi:[0,13],ansi_colour:[0,13],anyth:[0,4,7,13,18,19,20,21,26],anywai:[5,17,21],api:[0,3,4,9],api_log_filename_prefix:[0,11,13,17,22],append:[1,12,17,18,19,20,22],appli:[0,13],apply_darwin_radau_correct:[0,13],appropri:[0,5,7,13,21],approxim:[0,12,13,14],ar:[0,1,2,3,4,5,6,7,9,11,12,13,14,15,16,17,18,19,20,21,22,23,24,26,28],aren:[2,7],arenou2010_binary_fract:2,arg:[2,4,11,13,21,23],arg_dict:4,argh:22,argopt:[0,13],argpair:[4,16],argstr:[13,15,17,22],argument:[0,2,4,5,7,11,13,17,19,21,22,25],argument_of_periastron:[0,13],argument_of_periastron_quadrupl:[0,13],argument_of_periastron_tripl:[0,13],aritif:14,around:[0,13,15,17],arrai:[2,4,5,7,17,21,26],arrow:[0,13],artefact:[19,20],artifici:[0,13],artificial_accretion_end_tim:[0,13],artificial_accretion_ignor:0,artificial_accretion_start_tim:[0,13],artificial_angular_momentum_accretion_r:[0,13],artificial_mass_accretion_r:[0,13],artificial_mass_accretion_rate_by_stellar_typ:[0,13],artificial_orbital_angular_momentum_accretion_r:[0,13],arxiv:[0,2,13],ask:[0,13,28],asplund:[0,13],assign:[5,18,19,20,21],associ:[12,14,18,19,20],assum:[0,12,13,14,18,22,23,26],ast871:[0,13],astronomi:[0,13],astrophys:[14,19,20],astropi:[9,23,24],asymptot:12,atom:4,attempt:5,au:22,auto:[1,10],autogen_c_logging_cod:[1,15],automat:[0,1,5,6,9,13,15,21,24],avaibl:[9,24],avail:[0,4,7,9,13,14,15,18,19,20,21,23,24],avoid:[12,13,14],awai:[0,13,18],axi:[0,13,23],b6213f2eb7f94d3196cf966b7b76b9f9:20,b:7,b_1:[0,13],b_2:[0,13],b_3:[0,13],b_4:[0,13],b_inclination1:[0,13],b_inclination2:[0,13],b_inclination3:[0,13],b_inclination4:[0,13],back:[0,11,13],backward:[0,13],bagb:[0,13],bar:[19,20],barn:[0,13],base:[0,2,4,5,9,13,14,18,19,20,21,23,24,28],base_filenam:[5,21],basic:[5,21],batchmod:[0,13],bb:[0,13],beasor:[0,13],becaus:[0,2,5,7,9,12,13,14,17,18,19,20,22,24],becom:[0,1,2,4,11,13,15,19,20,22],been:[0,5,7,13,16],befor:[0,5,7,9,11,12,13,14,18,19,20,21,24],beg_bss:11,beg_rch:11,beg_symb:11,begin:12,behaviour:[12,18,19,20,21,25],belczynski:[0,13],below:[0,3,7,12,13,14,15,18,19,20,21],berro:[0,13],bertolami:[0,13],best:[5,7,11],beta:[0,13],beta_reverse_nova:[0,13],beta_reverse_novae_geometri:0,better:[0,3,5,13,21],between:[0,2,13,26],bewar:[5,21],beyond:22,bh:[0,11,14],bh_belczynski:[0,11,13],bh_bh:11,bh_fryer12_delai:[0,13],bh_fryer12_rapid:[0,11,13],bh_fryer12_startrack:[0,13],bh_hurley2002:[0,13],bh_prescript:[0,11,13],bh_spera2015:[0,13],bhbh:11,big:[0,7,13],biinari:21,bin:[0,4,9,13,14,18,19,20,24,26],bin_data:[4,14,18,19,20],binari:[2,3,5,7,9,11,13,14,17,19,20,21,23,24,28],binary_c2:[9,24],binary_c:[1,2,3,4,5,7,12,14,18,19,20,22,23,25],binary_c_api_funct:15,binary_c_cal:[5,21],binary_c_default:21,binary_c_grid:[12,14,18,21],binary_c_grid_25014bc73b334765a1c09a4e4a97ed66:18,binary_c_grid_26171201413c43f5b91552a374879940:12,binary_c_grid_2b66f805db424c48a1d29c45092b6e3c:14,binary_c_grid_50fb66cc659c46c8bbc29fe0c8651c2f:21,binary_c_grid_8a7d52edc59346ce991063d9e05e9ba7:12,binary_c_grid_f4e5925effeb42e69b5be956f400ae41:12,binary_c_inline_config:1,binary_c_log_cod:[1,15,17],binary_c_macro:[0,13],binary_c_paramet:[0,12,18,19,20,21],binary_c_python:[4,5,12,13,14,17,18,19,20,21],binary_c_task_:[0,13],binary_c_write_log_cod:1,binary_grid:[0,13],binary_star:28,binaryc:[1,4,25],binaryc_config:1,binarycpython:[1,2,3,4,5,6,9,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,28],binarygrid:[18,19,20,21],bind:[0,13,15,17,22],binned_log_luminos:[18,19,20],binned_post_period:14,binned_pre_period:14,binwidth:[4,14,18,19,20],birth:[0,13],bit:[2,12,18],bivari:[0,13],black:[0,12,13],black_hol:0,block:[5,21],bloecker:[0,13],blog:1,boltzman:23,boltzmann:[0,13],bondi:[0,13],bondi_hoyle_accretion_factor:[0,13],bool:[4,5,6,21,23],born:[0,12,13,18,19,20],bosswissam:4,both:[0,13,18,19,20,21],bottom:[0,5,13,21],bottomcod:[5,12,14,21],bound:[2,11,26],boundari:2,brake:[0,13],branch:[0,4,12,13],branch_david:0,branchcod:[5,12,14,21],branchpoint:[5,12,14,21],breakup:[0,13],brighten:[19,20],broken:[0,13],bse:[0,2,13,15,21],bse_opt:[5,12,14,17,18,19,20,21],bsf:[0,13],buffer:[0,13],build:[0,1,3,4,13],build_q_tabl:2,built:[0,1,4,9,16,24],burn:[0,13],busso:[0,13],bye:[0,13],bz2:5,c13_eff:[0,13],c2:2,c:[0,1,11,13,15,17,21,25],c_auto_log:7,c_log:0,c_logging_cod:[7,12,14,15,17,18,19,20,21],calc_e_integr:2,calc_p_integr:2,calc_period_from_sep:28,calc_sep_from_period:[14,18,21,28],calc_total_probden:2,calcul:[0,2,4,5,7,12,13,14,18,19,20,21,28],calculate_constants_three_part_powerlaw:2,call:[0,1,4,5,7,13,17,19,20,21,22,23,25,26],call_binary_c_config:4,calls_filenam:21,can:[0,1,2,4,5,7,9,11,12,13,14,15,16,17,18,19,20,21,23,24,25],candid:14,cannot:[5,12,15],canon:7,cap:[0,13],capit:[18,19,20],capsul:[1,4,13],captur:[0,4,13],carbon:[0,11,12,13],carbon_oxygen_white_dwarf:0,care:[12,18,19,20],carlo:[0,7,13],carrasco:[0,13],carri:[0,13],cast:4,catchtim:4,categor:13,categori:[13,21],categoris:4,caught:[4,17],caus:[11,18,28],cbdisc:[0,13],cbdisc_albedo:[0,13],cbdisc_alpha:[0,13],cbdisc_eccentricity_pumping_dermin:0,cbdisc_eccentricity_pumping_method:[0,13],cbdisc_eccentricity_pumping_non:0,cbdisc_end_evolution_after_disc:[0,13],cbdisc_fail_ring_inside_separ:[0,13],cbdisc_gamma:[0,13],cbdisc_init_djdm:[0,13],cbdisc_init_dm:[0,13],cbdisc_inner_edge_strip:[0,13],cbdisc_inner_edge_stripping_timescal:[0,13],cbdisc_kappa:[0,13],cbdisc_mass_loss_constant_r:[0,13],cbdisc_mass_loss_fuv_multipli:[0,13],cbdisc_mass_loss_inner_l2_cross_multipli:[0,13],cbdisc_mass_loss_inner_viscous_accretion_method:[0,13],cbdisc_mass_loss_inner_viscous_accretion_method_equ:0,cbdisc_mass_loss_inner_viscous_accretion_method_gerosa_2015:0,cbdisc_mass_loss_inner_viscous_accretion_method_non:0,cbdisc_mass_loss_inner_viscous_accretion_method_young_clarke_2015:0,cbdisc_mass_loss_inner_viscous_angular_momentum_multipli:[0,13],cbdisc_mass_loss_inner_viscous_multipli:[0,13],cbdisc_mass_loss_ism_pressur:[0,13],cbdisc_mass_loss_ism_ram_pressure_multipli:[0,13],cbdisc_mass_loss_xray_multipli:[0,13],cbdisc_max_lifetim:[0,13],cbdisc_minimum_evaporation_timescal:[0,13],cbdisc_minimum_fr:[0,13],cbdisc_minimum_luminos:[0,13],cbdisc_minimum_mass:[0,13],cbdisc_no_wind_if_cbdisc:[0,13],cbdisc_outer_edge_strip:[0,13],cbdisc_outer_edge_stripping_timescal:[0,13],cbdisc_resonance_damp:[0,13],cbdisc_resonance_multipli:[0,13],cbdisc_torquef:[0,13],cbdisc_viscous_l2_coupl:[0,13],cbdisc_viscous_photoevaporative_coupl:[0,13],cbdisc_viscous_photoevaporative_coupling_inst:[0,13],cbdisc_viscous_photoevaporative_coupling_non:[0,13],cbdisc_viscous_photoevaporative_coupling_visc:[0,13],ce:[0,13,14],cee:[0,13,14],cell:[13,18,19,20,21],cemp:[0,13],cemp_cfe_minimum:[0,13],centr:[5,14,21],central:22,central_object:[0,13],certain:[7,9,24],cf:[0,13],cf_amanda_log:[0,13],cflag:[9,24],chabrier:2,challeng:[19,20],chandrasekhar:[0,13],chandrasekhar_mass:[0,13],chang:[0,1,2,4,5,6,7,9,11,12,13,14,15,18,19,20,21,24],chapter:[0,7,10],charact:5,cheb:[0,13],check:[0,2,4,5,6,12,13,14,18,19,20,21,28],check_if_in_shel:4,chemic:[0,13,26],chen:[0,13],child:4,choic:[0,2,13,23],choos:[0,12,13,14,15,18,23],chose:17,chosen:[5,18,19,20,21],ci:22,circular:[0,11,13],circumbinari:[0,13],circumstanti:[0,13],claei:[0,13],clark:[0,13],clean:[1,5,11,12,17,19,20],clean_up_custom_logging_fil:5,clear:[4,19,20],clearli:[19,20],clock:4,close:[0,11,13,14,19,20,22],closer:11,cloud:[0,13],cluster:8,cmdline_str:5,co2:[19,20],co:[0,11,13],coalesc:11,code:[0,1,5,6,9,12,13,14,15,17,18,19,20,21,23,24,25],collaps:[0,13],collapsar:[0,13],collect:28,collid:28,color:23,color_by_index:23,colour:[0,13],colour_log:[0,13],column:[12,14,17,21,22,23],column_nam:17,com:[1,4],combin:[1,4,5,7,15],combine_ensemble_with_thread_join:7,come:[2,9,24,26],comenv:[11,14],comenv_bs:0,comenv_count:14,comenv_disc_angmom_fract:[0,13],comenv_disc_mass_fract:[0,13],comenv_ejection_spin_method:[0,13],comenv_ejection_spin_method_do_noth:[0,13],comenv_ejection_spin_method_sychron:[0,13],comenv_ejection_spin_method_synchron:0,comenv_merger_spin_method:[0,13],comenv_merger_spin_method_breakup:0,comenv_merger_spin_method_conserve_angmom:[0,13],comenv_merger_spin_method_conserve_omega:[0,13],comenv_merger_spin_method_specif:[0,13],comenv_ms_accret:[0,13],comenv_ms_accretion_fract:[0,13],comenv_ms_accretion_mass:[0,13],comenv_nandez2016:0,comenv_nelemans_tout:0,comenv_ns_accret:[0,13],comenv_ns_accretion_fract:[0,13],comenv_ns_accretion_mass:[0,13],comenv_post_eccentr:[0,13],comenv_prescript:[0,13],comenv_splitmass:[0,13],comenv_undef:0,comma:26,command:[0,1,5,7,9,13,21,24],commandlin:21,comment:21,commit:4,common:[0,3,9,11,12,13,15,17,18,19,20,21],compact:[14,21],companion:[0,11,13],compar:[0,7,13,14,18,21],compens:[19,20],compil:[1,9,15,21,24],compile_shared_lib:1,complet:[12,14,18,19,20,21],complex:[5,7,14,15,21,23],compon:[4,23],compress:5,comput:[0,8,12,13,18,19,20],conceptu:18,condit:[5,12,14,15,18,19,20,21],condor:[5,7,8],condor_grid:5,config:[1,4,7,9,24],config_fil:1,configur:[2,5,12,17,18,19,20,21],conjunct:16,conserv:[0,13],consid:[0,1,2,4,5,7,13,18,19,20,23,26],const_dt:26,const_rang:26,constant:[0,2,13,19,20,23,26],construct:[0,1,12,13,14,17,18,19,20,22],contact:11,contain:[0,1,2,4,5,6,7,8,9,10,11,13,16,17,18,19,20,21,23,24,25,26,27],content:[4,5,13],context:4,continu:[5,21],contribut:[9,24],control:[0,12,13,18,19,20,21],conv_time_unit:4,convect:[0,13],conveni:4,converg:[0,13],convert:[2,4,5,12,14,22],convert_byt:4,convfloat:4,convfrac:11,cool:[0,12,13],copi:[0,13,14,19,20,28],core:[0,5,7,12,13,14,18,19,20,21,23],core_co:15,core_h:15,core_helium_burn:0,core_mass:[0,13,15],correct:[0,2,5,13,17,23,28],correctli:[9,17,23,24],correspond:[5,21,23],corretor:[0,13],cosmic:2,cosmic_sfh_madau_dickinson2014:2,cost:[18,19,20],could:[0,4,13,19,20,21],count:[4,7,11,12],counter:7,coupl:[0,3,13],cours:[12,23],cover:[16,18,19,20],coverag:[9,24],cowd:[0,13],cpu:[0,12,13,14,18,19,20,21],cpu_count:7,cpython:13,crap_paramet:[0,13],creat:[2,4,5,12,14,15,17,18,19,20,21],create_and_load_logging_funct:[1,15],create_arg_str:4,create_hdf5:4,creation:13,critic:[0,13],cross:[0,13],crunch:[12,14,18,19,20],cs1:22,ctype:1,cube:18,cubic:18,cuntz:[0,13],current:[0,4,5,9,13,14,15,18,19,20,24],curv:[14,19,20],custom:[0,1,3,4,5,7,9,11,12,13,14,17,18,19,20,21,23,25],custom_gener:7,custom_log:[5,7,17],custom_logging_cod:[1,11,15,17,25],custom_logging_func_memaddr:[7,13,15],custom_logging_funct:[7,9,10,15,17,21],custom_logging_info:5,custom_logging_memaddr:15,custom_logging_print_stat:17,custom_logging_stat:[12,14,18,19,20,21],custom_opt:[5,12,17,18,19,20,21],custom_output_funct:15,custom_tmp_dir:1,customis:23,cvode:[0,13],d:[0,1,11,12,13,14,15,17,18,21,22,26],dai:[0,2,11,13,14,15,17,18,21,28],damp:[0,13],darwin:[0,13],dat:[0,4,21],data:[0,4,5,7,11,12,13,14,17,18,19,20,21,22,25],data_dict:2,data_dir:[4,5,7,21],datadir:[5,21],datafram:[12,14,17,18,19,20,22,23],datalinedict:[4,12,14,18,19,20],dataset:[4,7,21],date:5,david:[0,9,24],david_logging_funct:0,dd7:[0,13],de:[0,11,13],deactiv:[0,13],deal:[11,17],dear:11,death:[0,13],debug:[0,5,7,11,12,13,14,18,19,20,21],decai:[0,13],decid:[0,4,5,13,15],decreas:[0,13],deepcopi:14,deeper:[5,21],def:[11,12,14,17,18,19,20,21],default_to_metal:[0,13],defaultdict:4,defer:[0,13],defin:[0,1,2,5,13,21,22,23],definit:[1,18,19,20,28],degener:[0,13],degenerate_core_helium_merger_ignit:13,degenerate_core_merger_dredgeup_fract:13,degenerate_core_merger_nucsyn:13,degner:13,degre:[0,13],del:14,delai:[0,13],delete_grid_vari:5,delta:[4,26],delta_mcmin:[0,13],demonstr:14,den:[0,13],densiti:[2,18,19,20],depend:[0,2,4,9,12,13,23,24],deprec:[0,5,13],depth:26,dermin:[0,13],describ:[0,2,7,13],descript:[0,2,4,7,9,10,13,16],design:23,desir:[0,13],destruct:[5,21],detail:[0,4,12,13,17],detect:[0,11,13,14,22],detector:11,determin:[0,5,13,15,18,19,20,21,28],deton:[0,13],dev:[0,13],develop:1,development_requir:[9,24],deviat:[2,26],dewi:[0,13],dex:[0,13,14,26],df:[22,23],di:[4,5,9,21],diagnost:7,diagram:[0,3,9,13,23],dickonson:2,dict:[1,2,4,5,6,11,12,17,18,19,20,21,22,27],dict_kei:[12,16,17],dictionari:[1,2,3,4,5,6,7,12,14,18,19,20,21,23,27],did:[4,9,24],differ:[0,4,5,9,12,13,14,18,19,20,21,23,24,26],differenti:4,dimmer:[0,13,18],dir:[9,24],direct:[0,5,13],directli:[7,17],director:7,directori:[0,3,4,5,7,9,13,21,24],disabl:[0,13,21],disable_debug:[0,13],disable_end_log:[0,13],disable_ev:[0,13],disc:[0,13,22],disc_legacy_log:[0,13],disc_log2d:[0,13],disc_log:[0,13],disc_log_directori:[0,13],disc_log_dt:[0,13],disc_log_level_non:0,disc_log_level_norm:0,disc_log_level_normal_first_disc_onli:0,disc_log_level_subtimestep:0,disc_log_level_subtimestep_first_disc_onli:0,disc_n_monte_carlo_guess:[0,13],disc_stripping_timescale_infinit:0,disc_stripping_timescale_inst:0,disc_stripping_timescale_orbit:0,disc_stripping_timescale_visc:0,disc_timestep_factor:[0,13],discret:21,discs_circumbinary_from_comenv:[0,13],discs_circumbinary_from_wind:[0,13],disk:[0,5,13],dispers:[0,13,26],displai:[0,12,13,14,22],disrupt:[11,13],dist:4,distanc:[12,22],distant:22,distefano2017:7,distefano:2,distribut:[0,2,3,4,5,8,13,14,18,21,26],distribution_funct:[9,10,12,14,18,19,20,21],divid:8,dj:[0,13],dlnm1:[5,14,18,21],dlnm:[19,20],dlnm_1:[19,20],dlog10per:[14,18,21],dlogp:2,dlogt:26,dm1:[12,19,20],dm:[0,2,11,13,19,20,26],dm_1:[12,19,20],dn:[2,4,5],do_dry_run:7,doc:[4,6,9,12,18,19,20,21,24],doc_fetch:2,docstr:[9,17,23,24],document:[4,6,7,10,18,19,20,21],doe:[0,2,5,7,12,13,15,16,17,18,19,20,21,28],doesn:[5,7,12],doesnt:6,don:[2,4,7,12],done:[0,5,9,11,12,13,18,19,20,21,24],donor:[0,11,13,28],donor_limit_dynamical_multipli:[0,13],donor_limit_envelope_multipli:[0,13],donor_limit_thermal_multipli:[0,13],donor_rate_algorithm_bs:0,donor_rate_algorithm_claeys2014:0,dont:13,doubl:[12,15,21],down:21,dp:2,dphasevol:[5,12,14,18,19,20,21],dprob:[12,14,19,20],dq:[14,18,21],dr2:[0,13],dr3:[0,13],drai:[0,13],dredg:[0,13],drop:17,dry:[7,12,14,18,20,21],dry_run:[12,14,18,21],dstep:2,dt:[0,1,4,5,13,26],dt_limit:16,dtfac:[0,13],dtlimit:4,dtm:[1,15,21],dtype:22,due:[9,24],dummi:[2,23],dump:[0,5,13,17],dumpvers:[0,13],duquennoi:2,duquennoy1991:2,dure:[0,11,13],dust:[0,13],dwarf:[0,12,13,19,20],dx:[0,13],dynam:[0,13],e2:[0,13],e2_hurley_2002:0,e2_izzard:0,e2_mint:0,e2_prescript:[0,13],e:[0,2,4,5,7,9,11,12,13,14,15,17,18,19,20,21,24,26,28],each:[0,2,4,5,7,13,14,18,19,20,21,22,26],eagb:[0,11,13],eagb_wind_beasor_etal_2020:0,eagb_wind_bs:0,eagb_wind_goldman_etal_2017:0,eagbwind:[0,13],eagbwindfac:[0,13],earli:[0,13],early_asymptotic_giant_branch:0,earth:22,easi:17,easier:[4,21],ebindi:11,ecc2:2,ecc3:2,ecc:[2,5,11,17,21],eccentr:[0,2,13,15,17,18,19,20,21,22,23,28],eccentric_rlof_model:[0,13],eccentricity_quadrupl:[0,13],eccentricity_tripl:[0,13],echo:[0,13],eddington:[0,13],edg:[0,5,12,13,21],edit:15,edu:[0,13],eej:11,eff:12,effect:[0,2,7,11,13,15,18],effective_metal:[0,13],effici:[0,12,13,14],egg:[9,24],eggleton:[0,13,28],either:[0,4,5,7,9,13,18,19,20,21,24,25],eject:[0,13,14,22],el:[17,21],elabor:15,eld:[0,13],eldridg:[0,13],electon:[0,13],electron:[0,13],element:[0,1,4,7,13,16,22,23],els:[11,14],email:4,emp:[0,13],emp_feh_maximum:[0,13],emp_logg_maximum:[0,13],emp_minimum_ag:[0,13],empti:[4,6,17],enabl:[0,13],encount:7,end:[0,2,4,7,11,13],end_bss:11,end_index:2,end_rch:11,end_symb:11,end_timestamp:[12,14,18,20,21],energi:[0,13],enhanc:[0,13],enlarg:[0,13],enough:2,ensembl:[0,4,5,7,13,16],ensemble_def:[0,13],ensemble_dt:[0,13],ensemble_factor_in_probability_weighted_mass:7,ensemble_filt:16,ensemble_filter_:[0,13],ensemble_filters_off:[0,13],ensemble_legacy_ensembl:[0,13],ensemble_list:5,ensemble_logdt:[0,13],ensemble_logtim:[0,13],ensemble_macro:[0,13],ensemble_output_:7,ensemble_startlogtim:[0,13],enter:[0,13],enthalpi:[0,13],entir:[15,17],entri:[4,5],env:23,envelop:[0,3,9,11,12,13],eorbf:11,eorbi:11,epoch:5,equal:[0,4,13,19,20,21],equat:[0,13],equation_of_state_algorithm:[0,13],equation_of_state_paczynski:0,equatori:[0,13],equival:[7,18],errno:[9,24],error:[0,4,7,9,12,13,14,18,19,20,21,24],errors_exceed:[12,14,18,20,21],errors_found:[12,14,18,20,21],esa:2,escap:[0,13],escape_fract:[0,13],escape_veloc:[0,13],estim:[4,12,22],et:[0,2,13,28],eta:[0,13,14,18],etal:[0,13],etc:[0,4,5,8,9,11,13,17,19,20,21,23,24,25],etf:[14,18],euler:[0,13],evalu:[2,5,21,26,28],evan:[0,13],evapor:[0,13],evaporate_escaped_orbiting_object:[0,13],even:[16,19,20],event:[0,11,12,13],everi:[0,4,9,13,14,24],everyth:[5,7,17,21],everytim:[9,24],evid:[0,13],evolut:[0,1,3,5,7,9,11,12,13,17,18,19,20,21,23,26],evolution_split:[0,13],evolution_splitting_maxdepth:[0,13],evolution_splitting_sn_eccentricity_threshold:[0,13],evolution_splitting_sn_n:[0,13],evolution_stop:14,evolution_typ:[7,12,14,18,20,21],evolutionari:[0,11,13,17],evolv:[0,3,5,7,13,15],evolve_popul:21,evolve_singl:[5,15,17],exact:[1,7],exactli:[0,13,19,20],exampl:[1,2,4,5,11,17,25,26],example_compact_object:21,example_dco:21,example_df:17,example_head:4,example_log:25,example_log_co:[1,15],example_logging_string_co:15,example_logging_string_post_m:15,example_massloss:[15,17],example_output:17,example_parse_output:4,example_pop:[17,21],example_pop_set:21,example_post_m:15,example_python_population_result:21,example_sn:15,exce:[0,7,13,18],except:[6,7,11,12,13,18,19,20,21,23],excit:14,execut:[0,5,7,13,21],exist:[0,5,6,12,13,21],exist_ok:[4,21],exit:[0,4,13],exit_after_dry_run:7,exp:[5,14,18,19,20,21],expand:[21,25],expect:[9,12,13,14,18,19,20,24],experiment:[0,4,13],explain:[3,4],explicitli:[0,1,13],explod:[0,11,13],explor:22,explos:[0,11,12,13],expoenti:[0,13],expon:[0,13],export_all_info:[5,21],express:[0,13],extend:[0,9,13,14,24],extens:[5,13],extern:[0,13],extra:[0,3,5,7,9,13,21,25],extra_text:6,extract:21,extrapol:[2,7],ey:5,f4e5925effeb42e69b5be956f400ae41:12,f:[0,2,11,13,17,21],fa:2,fabian:[0,13],fabian_imf_log:[0,13],fabian_imf_log_tim:[0,13],fabian_imf_log_timestep:[0,13],factor:[0,2,7,13,26],fade:[0,13],fail:[0,4,7,9,12,13,14,18,24],fail_sil:4,failed_count:[12,14,18,20,21],failed_prob:[12,14,18,20,21],failed_system:7,failed_system_log:7,failed_systems_error_cod:[12,14,18,20,21],failed_systems_threshold:7,failsaf:17,failur:[0,4,13],fallback:[0,13],fals:[0,4,5,7,11,12,13,14,18,20,21,22,23,26],fancy_parsing_funct:25,far:[0,11,12,13,19,20,22],farmer:0,fase:21,fast:[0,13],faster:[18,19,20,21],favorit:17,fe:[0,13],featur:[3,9,21],feed:7,ferguson:[0,13],fetch:17,few:[0,13,14],fewer:17,field:[0,13],fig:[0,2,13],figsiz:[12,14,18,19,20,22],figur:[7,12,14,18,19,20,22,23],file:[0,1,4,5,6,7,8,9,11,13,17,18,21,23,24,25],file_log:[0,13],filehandl:6,filenam:[0,1,4,5,7,11,13,17,21,25],filenotfounderror:[9,24],filepath:1,fill:[4,17],fill_data:2,filter:[0,4,13],filter_arg_dict:4,filter_valu:4,fin:[0,13],find:[4,5,7,11,14,21],finish:[4,12,14,18,20,21,23],finit:[12,14,18,19,20],first:[0,2,4,5,9,12,13,14,17,18,19,20,21,22,24,28],first_giant_branch:0,fishlock:[0,13],fit:[0,2,5,13,17,28],fix:[0,2,4,5,11,13,17,21,23],flag:[0,1,4,7],flash:[0,13],flat:[2,7],flatsect:[2,14,18,21],flaw:5,float_overflow_check:[0,13],flto:[9,24],focu:14,fold:2,follow:[0,2,4,7,9,13,15,23,24,26],font_scal:[12,14,18,19,20,22],forc:[0,11,13],force_circularization_on_rlof:[0,13],force_corotation_of_primary_and_orbit:[0,13],foreach_star:[12,18],form:[0,4,5,6,12,13,14,18,19,20,21],formal:[0,13],format:[0,2,4,5,11,13,14,15,17,18,19,20,21,22,26],format_numb:4,former:11,formula:[0,13],forward:[0,13],found:[2,9,11,12,14,18,20,21,24],four:[0,13],fourth:22,fpic:1,fraction:[0,2,7,13,18],framework:13,free:[12,14,18],free_persistent_data_memaddr_and_return_json_output:13,free_store_memaddr:13,frequenc:[0,13,22],friction:[0,13],fring:[0,13],from:[0,2,4,5,7,11,12,14,16,17,18,19,20,21,22,23,28],from_binary_c_config:1,from_dict:[14,18,19,20],fryer:[0,13],fsampl:26,ftz:[9,24],full:[3,4,7,15,22],full_path:4,further:[2,21],futur:22,fuv:[0,13],g:[0,1,2,4,5,7,9,11,12,13,14,15,17,18,19,20,21,24,26],ga:[0,13],gaia:[0,2,13],gaia_colour_transform_method:[0,13],gaia_conversion_ubvri_bivariate_jordi2010:[0,13],gaia_conversion_ubvri_riello2020:[0,13],gaia_conversion_ubvri_univariate_evans2018:[0,13],gaia_conversion_ubvri_univariate_jordi2010:[0,13],gaia_conversion_ugriz_bivariate_jordi2010:[0,13],gaia_conversion_ugriz_riello2020:[0,13],gaia_conversion_ugriz_univariate_evans2018:[0,13],gaia_conversion_ugriz_univariate_jordi2010:[0,13],gaia_l_binwidth:[0,13],gaia_teff_binwidth:[0,13],gain:7,galact:[0,13,26],gallino:[0,13],gamma:[0,13],gap:[0,13],garcia:[0,13],gauss:[0,13],gaussian:[2,26],gaussian_func:2,gaussian_normalizing_const:2,gaussian_zoom:26,gb:[0,13],gb_reimers_eta:[0,13],gb_wind_beasor_etal_2020:0,gb_wind_goldman_etal_2017:0,gb_wind_reim:0,gb_wind_schroeder_cuntz_2005:0,gbwind:[0,13],gbwindfac:[0,13],gcc:[1,9,24],gce:[0,13],gener:[0,1,2,4,5,6,7,11,12,13,14,15,17,18,20,21,23,26],generalis:2,geometr:[0,13],geq:12,gerosa:[0,13],get:[0,2,3,4,5,6,9,12,15,17,18,19,20,21,22,24,25,28],get_ansi_colour:4,get_arg_kei:4,get_default:[4,16],get_help:[4,16],get_help_al:[4,5,16],get_help_sup:[4,16],get_integration_constant_q:2,get_max_multipl:2,get_moe_di_stefano_dataset:4,get_siz:4,get_usernam:4,giant:[0,12,13,22],giant_branch:0,git:[0,4,18,19,20,21],git_branch:4,git_build:4,github:4,gitlab:9,give:[0,2,4,11,13,14,28],given:[0,1,2,4,5,7,13,18,19,20,25,26,28],global:[0,2,13,18,19,20,26],global_dict:2,gmax:2,gmin:2,gnu:13,go:[0,2,5,9,12,13,16,18,21,23,24],goe:[0,5,11,13,15,17,23],gogo:[0,13],goldman:[0,13],gonna:2,good:[0,7,13,17,18,19,20,21,28],got:[19,20],gov:[0,13],gravit:[0,12,13,14,21],gravitational_const:12,gravitational_radiation_bs:0,gravitational_radiation_bse_when_no_rlof:0,gravitational_radiation_landau_lifshitz:0,gravitational_radiation_landau_lifshitz_when_no_rlof:0,gravitational_radiation_model:[0,13],gravitational_radiation_modulator_:[0,13],gravitational_radiation_modulator_j:[0,13],gravitational_radiation_non:0,grb:[0,13],great:[0,13,19,20],greater:[0,13],grevess:[0,13],grid:[0,3,4,5,9,10,13,15,17,26],grid_class:[9,10],grid_cod:5,grid_ensemble_result:5,grid_opt:[5,12,14,17,18,19,20,21],grid_options_default:6,grid_options_defaults_dict:6,grid_options_descript:[6,12,21],grid_options_description_check:6,grid_options_help:6,grid_result:[7,12,14,18,19,20],grid_vari:[7,21],grid_variable_numb:[5,12,14,21],gridcod:7,gridcode_filenam:7,gridtyp:[5,12,14,21],group:[4,12,18,22],grvitation:11,gsl:[9,24],gsl_dir:[9,24],gt:[11,12,13,14,15,17,19,21,22],guess:[0,2,13],gyr:[11,12,14],gz:5,h5py:[9,24],h:[0,11,13,15],ha:[0,1,4,5,7,11,12,13,14,15,16,18,19,20,21],hachisu:[0,13],hachisu_disk_wind:[0,13],hachisu_ignore_qcrit:0,hachisu_qcrit:[0,13],hack:6,had:[5,12,14,18,19,20],half:[0,13],hall:[0,13],handi:[0,13],handl:[0,3,4,5,7,11,13,17,25,28],happen:[0,12,13,14],hardcod:[15,18,19,20,21],have:[0,2,3,4,5,6,7,9,11,12,13,14,15,17,18,19,20,21,23,24],haven:12,hbb:[0,13],hbbtfac:[0,13],hd:23,hdf5:4,hdf5file:4,he:[0,11,13],head:22,header:[1,4,12,14,15,17,18,19,20,21],headerlin:21,headlin:7,hegb:[0,11],hehg:0,height:[2,14,18,21],helium:[0,12,13],helium_flash_mass_loss:[0,13],helium_white_dwarf:0,help:[0,3,4,6,11,13,17,18,19,20,21],help_al:[0,13],hem:0,henc:[0,13,14,19,20,22],hendrik:[0,9,24],here:[1,4,5,7,12,13,15,17,18,19,20,22,23],hertzsprung:[0,3,9,13],hertzsprung_gap:0,hertzstrpung:[0,13],heuvel:[0,13],hewd:[0,13],hewd_hewd_ignition_mass:[0,13],hex:7,hg:[0,13],hi:2,high:[0,2,13,19,20],higher:[0,2,4,7,9,12,13,14,18,19,20,21,24],histogram:14,histori:2,hole:[0,12,13],home:13,homogen:[0,13],hood:17,hopefulli:[0,13],hot:[0,13],hour:4,how:[0,5,7,11,12,13,14,15,17,18,19,20,21],howev:[0,13,15,18,19,20,21],hoyl:[0,13],hpc:[5,8],hpc_function:[9,10],hr:23,hr_diagram:23,hrd:[0,12,13,14],hrdiag:[0,13],hrdiag_output:[0,13],html:[9,12,21,24],http:[0,1,2,4,12,13,21],human:4,hurlei:[0,13],hut:[0,13],hybrid:[0,13],hydro:[0,13],hydrogen:[0,12,13],i:[1,2,4,5,7,9,11,12,13,14,15,17,18,19,20,21,22,24],ia:[0,13,14],ib:[0,11,13],ibc:[0,13],id:[2,5,7],id_cor:15,idea:[21,23],idum:[0,13],ignit:[0,12,13],ignor:[0,5,7,13,15,17,21],ii:[0,13],iia:[0,13],iloc:17,imf:[0,2,13,19,20],imf_chabrier2003:2,imf_scalo1986:2,imf_scalo1998:2,imf_tinsley1980:2,immedi:[0,12,13],implement:[0,5,7,13],impli:[0,13],implic:[19,20],impos:[12,14,18,19,20,21],imposs:14,improv:[2,26],inclin:[0,13],inclination1:[0,13],inclination2:[0,13],inclination3:[0,13],inclination4:[0,13],inclini:[0,13],incliniation_quadrupl:[0,13],incliniation_tripl:[0,13],includ:[0,1,2,4,5,9,11,12,13,15,17,19,20,21,22,23,24],include_binary_c_default:[5,21],include_binary_c_help_al:[5,21],include_binary_c_version_info:[5,21],include_default:[5,21],include_popul:21,include_population_set:5,incom:[0,13],increas:[0,11,13,14,18,19,20],inde:[0,13,19,20],indent:[5,17],index:[0,2,9,13,16,17,22],indic:[0,2,13],individu:[3,9,18],individual_nova:[0,13],induc:[0,13],inertia:[0,13],info:[4,5,9,13,16,21,23,24],inform:[0,1,3,4,5,6,11,12,15,17,18,19,20,21,23],init:5,init_abund:[0,13],init_abund_dex:[0,13],init_abund_mult:[0,13],init_abunds_onli:[0,13],initi:[0,2,3,5,11,13,16,17],initial_abundance_hash:5,initial_abundance_mix:[0,13],initial_abunds_onli:[0,13],initial_mass:17,inner:[0,13,22],input:[1,2,4,5,7,9,13,16,17,23,28],insert:[5,21],insid:[0,13],inspect:[11,17,23],inspir:[1,23,28],instabl:[0,13],install_without_depend:[9,24],instanc:[17,18,19,20,21],instant:[0,13],instantli:[0,13],instead:[0,4,7,11,13,19,20],integ:[0,5,7,12,13,28],integr:[2,18,19,20,26],integrals_str:2,intens:[19,20],interact:[0,6,11,12,13,14,22],interfac:[4,9,13,22,24],interfer:[9,24],intermedi:14,intern:[0,7,13,16],internal_buff:[0,13],internal_buffering_off:0,internal_buffering_print:0,internal_buffering_stor:0,interpol:[2,5,26],interpolate_in_mass_izzard2012:2,interpolator_nam:2,intershel:[0,13],interstellar:[0,13],intger:[0,13],intro:[0,13],introduct:12,inv:11,invalid:18,invers:28,invert_xaxi:12,involv:[0,13],inward:[0,13],ipykernel_216542:22,ipykernel_518916:18,ipykernel_519112:19,ipynb:[18,19,20,21],is_capsul:4,isfil:21,isn:[4,19,20],isnt:21,isotop:[0,4,13,16],isotope_hash:5,isotope_list:5,item:[1,12,14,18,19,20],iter:4,its:[0,4,5,6,9,13,18,19,20,21,22,23,24,25,26],itself:[7,9,11,12,15,17,24],iwamoto:[0,13],izzard2012_period_distribut:2,izzard:[0,9,12,13,14,17,18,19,20,21,24],jager:[0,13],jaschek:2,jeff:[9,24],jej:11,jerki:12,jf:11,jia:[0,13],john:[0,13],join:[13,15,17,21],jorb_in:11,jorb_out:11,jordi:[0,13],json:[4,5,7,13,17,21],jtot_in:11,jupit:22,jupyt:[9,24],just:[0,2,4,5,7,9,12,13,14,21,24,28],k1:[11,17],k2:[11,17],k:[0,2,12,13,22],kap:[0,13],kappa:[0,13],kaps_rentrop:[0,13],karaka:[0,13],keep:[5,14,21],kei:[1,2,4,5,6,7,12,16,17,21,22,23],kelvin:[0,13],keplerian:[0,13],keyword:[19,23,25],kick:[0,7,11,13],kick_backward:0,kick_forward:0,kick_inward:0,kick_outward:0,kick_random:0,kick_straight_up:0,kick_velocity_custom:0,kick_velocity_fix:0,kick_velocity_maxwellian:0,kill:[1,15,21],kilonova:12,kim:[0,13],kind:[0,13],kippenhahn:[0,13],klencki:13,km:[0,13],know:[0,1,6,11,13,16,17,19,20],known:[0,2,5,12,13,17,18,19,20,21,25],kroupa2001:[2,5,21],kroupa:[2,19,20],krticka:[0,13],ktg93:2,kwarg:[5,23,25],l1:11,l2:[0,13],l:[0,12,13,18,19,20],l_:[18,19,20],label:12,lambda:[0,11,13,14],lambda_:14,lambda_c:[0,11,13,14],lambda_ce_dewi_tauri:[0,13],lambda_ce_klencki_2020:[0,13],lambda_ce_polytrop:[0,13],lambda_ce_wang_2016:[0,13],lambda_enthalpi:[0,13],lambda_ion:11,lambda_ionis:[0,13],lambda_min:[0,13],lambda_mult:[0,13],lambda_multipli:[0,13],lambda_v:2,lamer:[0,13],landau:[0,13],langer:[0,13],languag:12,larger:[0,12,13],last:[2,3,4,19,22],lastli:[13,17],later:[18,19,20],latest0:[12,14,18],latest1:[12,14,18],latest2:[12,21],latest3:12,latest4:12,latest5:12,latest:[7,9,24],latter:[0,13],law:[2,19,20],law_const:2,lbv:[0,13],ld_library_path:[9,24],ldist:[19,20],lead:[0,12,13,18,19,20,21,28],learn:15,least:[9,24],leav:[0,13],left:[0,13],legaci:[0,13],legacy_yield:[0,13],legend:22,len:[11,12,17,21],length:[4,11],lengthen:[0,13],leq:12,less:[0,1,2,3,11,13],let:[5,11,14,17,18,19,20,21,22],level:[1,4,5,12],li7:[0,13],li:[0,13],lib:[9,13,17,24],libbinary_c:7,libcustom_logging_0639ee205c7d4782b4a27378f5d890bd:17,libcustom_logging_dafa15d2b1e64e19972ac0e9eb5c9a55:17,libgsl:[9,24],libmemo:[9,24],librari:[0,1,5,7,12,13,15,25],library_path:[9,24],librinterpol:[9,24],life:14,lifetim:[0,13,14,18,19,20,21,26],lifshitz:[0,13],like:[0,1,4,5,7,9,12,13,14,18,19,20,21,23,24,26],limit:[0,12,13,14,18,19,20,21,23],line:[1,4,5,7,9,11,12,14,15,17,18,19,20,21,22,23,24,26],linear2:7,linear:[0,2,7,13,18,19,20,26],linear_extrapolation_q:2,linearli:[19,20,26],linedata:[12,14,18,19,20],lineplot:[12,14,18,19,20,22],linewidth:[12,14,18,19,20,22],linker:1,linspac:26,linux:13,list:[0,1,2,4,5,7,12,13,14,17,18,19,20,21,22,25,26],list_arg:[0,13],list_of_sub_kei:2,lit:[0,13],lithium:[0,13],lithium_gb_post_1dup:[0,13],lithium_gb_post_heflash:[0,13],lithium_hbb_multipli:[0,13],lithium_t:[0,13],littl:[11,12,14,18,22],littleton:[0,13],liu:[0,13],ll:[5,15,16,19,20,22],llnl:[0,13],ln:2,lnm1:[5,14,18,19,20,21],lnm_1:[19,20],load:[0,1,5,7,12,13,14,15,17,18,19,20,21,23],load_logfil:4,lobe:[0,11,13,14,28],loc:22,local:[2,13],locat:[0,2,7,9,13,24,26],lock:11,lodder:[0,13],log10:[0,2,12,13,14,18,19,20,21,26],log10m1:7,log10mass:26,log10p:2,log10per:[14,18,21],log10pmin:2,log:[0,1,2,3,4,5,7,9,11,13,17,22,23,24,25,26,28],log_:[12,14,18,19,20],log_arg:7,log_args_dir:7,log_arrow:[0,13],log_dt:[7,14],log_every_timestep:[15,17],log_fil:[7,11],log_filenam:[0,11,13,17,25],log_runtime_system:7,logarithm:[2,19,20,26],logensembletim:[0,13],logfil:[4,9,11,17,24],logg:[0,12,13],logger:21,logging_dict:1,logging_lin:15,loggrav:12,logic:[1,5,7,15],logl:12,logmass:[2,26],logp:2,logper:[2,14],logperiod:2,logperrang:[14,18],logspac:26,logteff:12,long_spectral_typ:2,longer:[0,12,13,14],longnam:[5,12,14,18,19,20,21],look:[1,9,12,14,18,19,20,21,24],lookback:[0,13],loon:[0,13],loop:[5,12,14,17,18,19,20,21],loos:23,lose:[0,13],loss:[0,11,13,17,18,22],lost:[0,13,14],lot:[4,7,12,18,19,20,21,22,25],lovegrov:0,low:[0,2,12,13,14,19,20],low_mass_m:0,low_mass_main_sequ:0,lower:[0,2,5,13,18,21,26],lsoda:[0,13],lsun:[0,13,23],lt:[12,13,14,17,19,21,22],lugaro:[0,13],luminos:[0,3,9,12,13,23],luminosity_1:23,luminosity_2:23,luminosu:12,lw:[0,13],lynnett:[0,13],m01:11,m0:2,m1:[0,2,5,11,13,14,15,17,18,19,20,21,28],m2:[2,5,11,14,15,17,18,21,28],m3:2,m4:2,m:[0,2,11,12,13,14,18,19,20,22,28],m_1:[0,5,11,12,13,14,15,16,17,18,19,20,21,22,25],m_2:[0,11,12,13,14,15,17,18,21],m_3:[0,13],m_4:[0,13],m_max:[2,5,21],m_min:[5,21],m_sun:12,maccretor:[0,11,13],machin:[7,9,14,24],macro:[0,4,13,16],madau:2,made:[9,12,24],maeder:[0,13],magellan:[0,13],magnet:[0,13],magnetic_braking_algorithm:[0,13],magnetic_braking_algorithm_andronov_2003:0,magnetic_braking_algorithm_barnes_2010:0,magnetic_braking_algorithm_hurley_2002:0,magnetic_braking_algorithm_rappaport_1983:0,magnetic_braking_factor:[0,13],magnetic_braking_gamma:[0,13],magnitud:4,mai:[0,13,14,18],main:[0,1,7,9,12,13,15,18,19,20,21,24],main_sequ:[0,13,18,19,20],mainli:8,mainprocess:[12,14,18],major:[0,13],make:[0,1,2,4,5,7,9,11,12,13,14,17,18,19,20,21,22,23,24,25],make_build_text:4,makedir:[4,21],manag:[4,9,24],mani:[0,5,7,12,13,14,16,18,19,20,21],manual:15,manufactur:[0,13],map:7,mar:22,maria:[0,13],mass:[0,1,2,3,4,5,7,11,12,13,14,16,17,18,21,22,23,25,26,28],mass_1:[21,23],mass_2:[21,23],mass_accretion_for_eld:[0,13],mass_accretor:28,mass_donor:28,mass_evolut:23,mass_for_hestar_ia_low:[0,13],mass_for_hestar_ia_upp:[0,13],mass_of_pmz:[0,13],mass_str:2,massiv:[0,2,11,12,13,14,18,22],massless:[0,13],massless_remn:0,massloss:0,massrang:[12,14,18,19,20],master:[7,23],match:[0,12,13,17,18,21,22,23],materi:[0,12,13],math:[5,12,14,18,19,20,21,22,26],mathrm:[12,14,18,19,20],matplotlib:[9,12,14,19,20,22,23,24],matter:[0,13],mattsson:[0,13],mattsson_mass_loss:[0,13],mattsson_orich_tpagbwind:[0,13],max:[0,2,13,14,15,18,19,20,21],max_bound:[2,26],max_column:[12,14,22],max_evolution_tim:[0,1,12,13,14,15,17,18,19,20,21,22,26],max_hewd_mass:[0,13],max_logp:2,max_model_numb:[0,13],max_multipl:2,max_neutron_star_mass:[0,13],max_queue_s:7,max_row:[12,14,22],max_stellar_angmom_chang:[0,13],max_stellar_type_1:[0,13],max_stellar_type_2:[0,13],max_stellar_type_3:[0,13],max_stellar_type_4:[0,13],max_tim:[11,17],max_val:2,maxcount:11,maxdm:26,maximum:[0,2,7,12,13,14,15,18,19,20,21,26,28],maximum_mass_ratio_for_instant_rlof:[0,13],maximum_mass_ratio_for_rlof:28,maximum_mcbagb_for_degenerate_carbon_ignit:[0,13],maximum_nuclear_burning_timestep:[0,13],maximum_timestep:[0,13],maximum_timestep_factor:[0,13],maxmimum:[0,13],maxwellian:[0,13],mayb:23,mayor:2,mb:[4,12,14,18,20,21],mc13_pocket_multipli:[0,13],mc1:11,mc:[0,5,11,13,21],mch:[0,13],mcmin:[0,13],mdonor:[0,11,13],mean:[0,2,4,5,7,9,11,13,24,26],meant:7,measur:4,medium:[0,13],mega:2,mem:[14,18],mem_us:4,memaddr:[13,15],memori:[1,4,5,7,12,13,14,15,18,20,21,28],menv:[0,11,13],mer:11,mercuri:22,merg:[0,2,7,11,12,13,14],merge_dict:16,merge_multipl:2,merger:[0,11,13],merger_angular_momentum_factor:[0,13],merger_mass_loss_fract:[0,13],mesa:[9,24],mesasdk_init:[9,24],mesasdk_root:[9,24],mess:22,messag:4,messi:12,mestel:[0,13],met:[5,21],metal:[0,2,11,12,13,14,15,17,18,19,20,21,22,28],method:[0,5,7,11,13,15,17,18,19,20,21],meynet:[0,13],mf1:11,mf2:11,might:[5,9,14,18,21,22,24],milki:[0,13],miller:[0,13],min:[2,14,15,18,19,20,21],min_bound:[2,26],min_logp:2,min_per:2,min_val:2,mindm:26,minimal_verbos:4,minimum:[0,2,4,7,13,26,28],minimum_co_core_mass_for_carbon_ignit:[0,13],minimum_co_core_mass_for_neon_ignit:[0,13],minimum_donor_menv_for_comenv:[0,13],minimum_envelope_mass_for_third_dredgeup:[0,13],minimum_helium_ignition_core_mass:[0,13],minimum_mcbagb_for_nondegenerate_carbon_ignit:[0,13],minimum_orbital_period_for_instant_rlof:[0,13],minimum_period_for_rlof:28,minimum_separation_for_instant_rlof:[0,13],minimum_separation_for_rlof:28,minimum_time_between_pn:[0,13],minimum_timestep:[0,13],mint:[0,13],mint_data_cleanup:[0,13],mint_dir:[0,13],mint_disable_grid_load_warn:[0,13],mint_fallback_to_test_data:[0,13],mint_hard_max_nshel:[0,13],mint_hard_min_nshel:[0,13],mint_kippenhahn:[0,13],mint_kippenhahn_companion_stellar_typ:[0,13],mint_kippenhahn_stellar_typ:[0,13],mint_maximum_nshel:[0,13],mint_maximum_shell_mass:[0,13],mint_metal:[0,13],mint_minimum_nshel:[0,13],mint_minimum_shell_mass:[0,13],mint_ms_rejuven:[0,13],mint_nshel:[0,13],mint_nuclear_burn:[0,13],mint_remesh:[0,13],mint_use_zams_profil:[0,13],minut:[4,14],mira:[0,13],misc:[9,13],miscellan:[4,16],miss:[0,4,6,13,18,19,20],mix:[0,7,13],mixtur:[0,13,18],mmax:[2,19,20,26],mmin:[2,7,19,20,26],mnra:28,model:[0,1,7,12,13,14,15,17,18,19,20,21,22],model_numb:[18,19,20],modif:3,modifi:[0,9,13,15,24],modul:[0,6,7,10,13,14,16,18,19,20,21,22],modulo:7,moe2017_opt:7,moe:[2,4,5,9,21],moe_di_stefano_2017:5,moe_di_stefano_2017_multiplicity_fract:2,moe_di_stefano_2017_pdf:2,moment:[0,12,13,15,21,26],momenta:[0,13,23],momentum:[0,13,22],monoton:[19,20],mont:[0,7,13],monte_carlo_kick:[0,13],more:[0,1,3,4,5,7,9,11,12,13,14,15,16,17,18,19,20,21,22,23,24,26],most:[4,12,13,14,19,20,22],mostli:[4,6,7,12,14,18,19,20,21,23,25],move:[0,12,13],ms:[0,11,13,15,18],msgpack:5,mstart:11,msun:[0,2,12,13,15,17,18,19,20,22,26],mu:[0,13],much:[0,4,12,13,14,18,21],multi:7,multipl:[0,2,7,12,13],multiplc:[0,13],multipli:[0,7,13,19,20,26],multiplicity_arrai:2,multiplicity_fraction_funct:7,multiplicity_model:7,multiplicity_modul:7,multiply_values_dict:16,multiprocess:7,must:[0,2,5,12,13,14,17,18,19,20,21,22,26],mw:[0,13],my:17,my_stellar_data:[1,15,21],myr:[0,12,13,14,17,18,19,20,22,26],n100:[0,13],n100_z0:[0,13],n100h:[0,13],n100l:[0,13],n10:[0,13],n150:[0,13],n1600:[0,13],n1600c:[0,13],n1:[0,13],n200:[0,13],n20:[0,13],n300c:[0,13],n3:[0,13],n40:[0,13],n5:[0,13],n:[0,1,2,4,11,12,13,14,15,17,18,19,20,21],n_logging_stat:7,naked_helium_star_giant_branch:0,naked_helium_star_hertzsprung_gap:0,naked_main_sequence_helium_star:0,name:[1,4,5,6,11,12,13,14,18,19,20,21,22,25,27],nameerror:22,narrow:[19,20],natur:[0,13,19,20],nauenberg:[0,13],nazehdin:0,nb:[0,13],nearer:[0,13],nearest:[14,18,19,20],nebula:[0,13],necessari:[4,5,14,21,22],need:[0,2,5,9,13,15,17,18,19,20,21,22,24],neg:[0,13,26],neither:[0,5,13],neleman:[0,13],nelemans_gamma:[0,13],nelemans_max_frac_j_chang:[0,13],nelemans_minq:[0,13],nelemans_n_comenv:[0,13],nelemans_recalc_eccentr:[0,13],nemp:[0,13],nemp_cfe_minimum:[0,13],nemp_nfe_minimum:[0,13],nenamg:[0,13],neon:[0,12,13],neptun:22,nest:[4,5,21],network:[0,13,16],neutrn:[0,13],neutron:[0,12,13,21],neutron_star:0,never:[0,12,13,19,20],newer:[0,2,13],newli:[0,13],newnam:5,newopt:2,newton:[0,13],next:[4,18,19,20,21],nice:[1,5,23],nieuwenhuijzen:[0,13],nieuwenhuijzen_windfac:[0,13],nine:12,nmax:2,no_thermohaline_mix:[0,13],noecho:[0,13],noechonow:[0,13],noel:[0,13],nolowq:7,nomin:[0,13],non:[0,7,13,19,20],nonconservative_angmom_gamma:[0,13],none:[0,1,2,4,5,6,7,11,12,13,14,18,20,21,22,26,28],nonzero:7,nor:[0,13],norm:7,normal:[0,13,26],normalis:[2,7],normalize_dict:2,normalize_multipl:7,notabl:21,note:[0,4,5,7,11,12,13,18,19,20,21,26],notebook:[9,11,12,13,14,15,16,17,18,19,20,21,22,24],notebook_api_funct:17,notebook_bhbh:11,notebook_comenv:14,notebook_custom_log:[11,17,18,19,20,21],notebook_hrd:12,notebook_individual_system:[15,17,18,19,20,21],notebook_luminos:[19,20],notebook_luminosity_funct:18,notebook_luminosity_function_binari:[19,20],notebook_popul:[17,21],notebook_solar_system:22,noteworthi:3,noth:[5,7],notic:[19,20],notifi:25,nov:0,nova:[0,12,13,14],nova_faml_multipli:[0,13],nova_irradiation_multipli:[0,13],nova_retention_algorithm_claeys2014:0,nova_retention_algorithm_const:0,nova_retention_algorithm_hillman2015:0,nova_retention_fract:[0,13],nova_retention_method:[0,13],nova_timestep_accelerator_index:[0,13],nova_timestep_accelerator_max:[0,13],nova_timestep_accelerator_num:[0,13],now:[0,2,4,5,11,12,13,14,15,17,18,19,20,21,22],np:[17,26],nre:[18,26],ns:[0,1,13,14,15,21],nsep:14,nsep_max:14,nsep_min:14,nstar:[12,18],nuclear:[0,13],nuclear_mass_hash:5,nuclear_mass_list:5,nucleosynthesi:[0,4,13],nucleosynthesis_sourc:[4,16],nucreacmult:[0,13],nucsyn:[9,13],nucsyn_angelou_lithium:[0,13],nucsyn_gce_outflow_check:[0,13],nucsyn_hbb:[0,13],nucsyn_metal:[0,13],nucsyn_network:[0,13],nucsyn_network_error:[0,13],nucsyn_s_process:[0,13],nucsyn_solv:[0,13],nucsyn_third_dredge_up:[0,13],nugi:[0,13],num_ansi_colour:[0,13],num_cor:[7,12,14,18,19,20,21],number:[0,2,4,5,6,7,9,11,12,13,14,18,19,20,21,22,24,26],numpi:[4,5,9,17,21,24,26],o:[2,4,9,13],obj:4,object:[0,3,4,5,7,8,13,22,23],object_parse_funct:17,observ:[18,19,20],obtain:[0,12,14,18,19,20],obvious:15,occur:[0,13,28],odot:[12,14],off:[0,11,13,21],off_m:[11,17],offset:[0,13],oh:11,ohio:[0,13],old:[5,7,19,20],old_solut:[9,24],oldnam:5,omega:[0,11,13],onc:[0,13,26],one:[0,5,7,13,16,19,20,21,22,23,26],onewd:0,onli:[0,4,5,7,12,13,15,18,19,20,21,22,26,28],onset:[0,13],onto:[0,2,13],oop:11,opac:[0,13],opacity_algorithm:[0,13],opacity_algorithm_ferguson_op:0,opacity_algorithm_paczynski:0,opacity_algorithm_star:0,opal:[0,13],open:[11,17,21],opm:2,opt:[2,11,13],option:[0,1,2,4,5,9,10,12,13,14,18,19,20,21,22,24,26,28],orb:[5,14,21],orbit:[0,2,11,13,14,18,22,23,28],orbit_evolut:23,orbital_eccentr:22,orbital_inclin:[0,13],orbital_inclinationi:[0,13],orbital_period:[0,11,13,14,15,17,18,21,28],orbital_period_quadrupl:[0,13],orbital_period_tripl:[0,13],orbital_phas:[0,13],orbital_phase_quadrupl:[0,13],orbital_phase_tripl:[0,13],orbital_separ:22,orbiting_object:[0,13,22],orbiting_objects_close_pc_threshold:[0,13],orbiting_objects_log:[0,13,22],orbiting_objects_tides_multipli:[0,13],orbiting_objects_wind_accretion_multipli:[0,13],order:[3,4,5,21],org:[0,2,13],orient:14,origin:[9,22,24],os:[4,11,12,14,17,18,19,20,21,22],other:[0,1,2,4,6,7,9,12,13,16,17,18,19,20,21,23,24],otherwis:[0,4,5,6,7,13],our:[12,14,18,19,20],out:[4,6,7,12,14,15,18,19,20,22],outcom:[0,13],outer:[0,12,13],outermost_core_mass:12,outfil:[5,21],outfile_nam:1,outfilenam:21,output:[1,3,4,5,7,9,11,13,15,16,17,22,23,24,25,28],output_dict:[12,14,17,18],output_dir:[5,17,21],output_fil:[4,5,6,17],output_filenam:[5,21],output_lin:4,outsid:[0,2,13],outward:[0,13],over:[4,5,12,14,16,17,18,19,20,21],overflow:[0,11,13,14],overrid:[2,5,26],overriden:21,overshoot:[0,13],overspin_algorithm:[0,13],overspin_bs:[0,13],overspin_massloss:[0,13],overview:13,own:[5,7,9,15,17,21,24],oxygen:[0,12,13],oxygen_neon_white_dwarf:0,p0:2,p1:2,p2:2,p3:2,p:[2,6,12,14,18,19,20,22],p_:14,p_in:11,p_out:11,packag:[4,9,13,21,24,26],paczynski:[0,13],pad:[14,18,19,20],pad_output_distribut:[4,12,14,18,19,20],page:[0,9,12,13,21,24],pair:[0,4,5,11],panda:[4,9,12,14,17,18,19,20,22,23,24],pane:23,panel:[0,13],paper:[0,13],param:[4,5],param_nam:4,paramet:[1,2,3,4,5,6,7,9,11,12,13,14,15,17,18,19,20,21,23,25,26,28],parameter_nam:[4,5,12,13,14,16,18,19,20,21],parameter_value_input_typ:[4,16],pars:[3,4,5,11,12,14,17,18,19,20,21,23,25],parse_binary_c_version_info:4,parse_cmdlin:5,parse_data:14,parse_funct:[5,7,11,12,14,17,18,19,20,21,25],parse_function_hr_diagram:23,parse_function_mass:23,parse_function_orbit:23,parsec:2,part:[2,5,12,13,17,18,19,20,21,28],partial:[0,13],particularli:[0,13],pasp:2,pass:[4,5,7,9,13,15,17,21,22,23,24,25,26],path:[4,7,9,11,17,21,24],patho:[9,24],pd:[12,14,17,18,19,20,22],pdf:[0,2,9,13,24],peak:[14,19,20,26],peak_normalized_gaussian_func:26,pend:[0,11,13],per:[0,4,5,7,11,13,14,17,18,21,28],percentag:[0,13],peret:[0,13],perfect:[19,20],perfectli:[18,19,20],perform:[0,13],perhap:[0,12,13,14],periastron:[0,13],pericent:28,period:[0,2,11,13,14,15,17,18,19,20,21,22,23,28],period_str:2,perl:[1,18,19,20,21],persist:13,persistent_data:13,pgo:[0,13],phase:[0,12,13,14,18,19,20],phasevol:[0,13,21],phdi:0,phi:11,photoevapor:[0,13],php:2,physic:[12,18,19,20,21],pick:23,piec:[5,21],pinnsonneault:[0,13],pisn:0,pkg:[9,24],pl:5,place:[0,4,13,18],placehold:23,plai:[0,13,19,20],plan:7,planet:22,planetari:[0,13],plaw2:7,pleas:[0,4,12,13,18,19,20,21],plot:[0,11,12,13,14,17,18,19,20,22,23],plot_data:[14,18,19,20],plot_funct:[9,10],plot_hr_diagram:23,plot_hr_diagram_singl:23,plot_mass:23,plot_orbit:23,plot_system:23,plot_typ:23,plt:[12,14,19,20,22],plu:[0,13],pluto:22,pm:23,pms_mass_1:23,pms_mass_2:23,pn:[0,13],pn_comenv_transition_tim:[0,13],pn_fast_wind:[0,13],pn_fast_wind_dm_agb:[0,13],pn_fast_wind_dm_gb:[0,13],pn_fast_wind_mdot_agb:[0,13],pn_fast_wind_mdot_gb:[0,13],pn_hall_fading_time_algorithm:[0,13],pn_hall_fading_time_algorithm_maximum:[0,13],pn_hall_fading_time_algorithm_minimum:[0,13],pn_resolv:[0,13],pn_resolve_maximum_envelope_mass:[0,13],pn_resolve_minimum_effective_temperatur:[0,13],pn_resolve_minimum_luminos:[0,13],pne:[0,13],pogg:[0,13],point:[0,2,4,5,9,12,13,24,26],poisson:[2,7],pol:[0,13],polytrop:[0,13],poor:[19,20],pop:[11,15,22],pop_macro:15,popul:[0,2,3,5,6,8,9,13,24,26],population_id:7,population_nam:[12,14,18,20,21],population_set:5,posit:[0,2,13,14],possibl:[0,1,2,4,6,9,12,13,17,22,24],post:[0,11,12,13,14,15],post_ce_adaptive_menv:[0,13],post_ce_envelope_dm_eagb:[0,13],post_ce_envelope_dm_gb:[0,13],post_ce_envelope_dm_tpagb:[0,13],post_ce_objects_have_envelop:[0,13],post_comenv_period:14,post_sn_orbit_bs:0,post_sn_orbit_method:[0,13],post_sn_orbit_tt98:0,postagb_legacy_log:[0,13],postagb_wind_gi:0,postagb_wind_krticka2020:[0,13],postagb_wind_non:[0,13],postagb_wind_use_gi:[0,13],postagbwind:[0,13],postcod:[5,12,14,21],potenti:[0,13],pow2:12,power:[0,2,13,14,19,20],powerlaw:2,powerlaw_const:2,powerlaw_extrapolation_q:2,ppisn:0,ppisn_additional_massloss:0,ppisn_farmer19:0,ppisn_new_fit_21:0,ppisn_non:0,ppisn_prescript:0,ppn_envelope_mass:[0,13],pragma:15,pre:[0,11,13,14,23],pre_comenv_period:14,pre_events_stardata:[0,13],pre_main_sequ:[0,13],pre_main_sequence_fit_lob:[0,13],precod:[5,12,14,18,19,20,21],predefin:[2,18,19,20,21],predict:7,predictor:[0,13],prefer:[0,5,13],prefix:[0,13],prep:0,prepar:2,prepare_dict:2,presc:11,prescrib:[0,13],prescript:[0,11,13,21],prescrit:[0,13],present:[2,5,12,18,19,20,21],preserv:[0,13],preset:23,pressur:[0,13],prev_stellar_type_1:21,prev_stellar_type_2:21,prevent:[0,7,11,12,13],previou:[4,14,19,20],previous:[17,21],previous_stardata:[1,14,15,17,21],primari:[1,2,5,12,14,18,19,20,21,28],prime:14,pringl:[0,13],print:[4,5,6,7,11,12,13,14,15,16,17,18,19,20,21,22],print_help:[4,16],print_info:6,print_option_descript:6,printf:[1,11,12,14,15,17,18,19,20,21],prior:[0,12,13],privat:[5,6,9],prob_dict:2,probability_weighted_mass:7,probabl:[0,1,2,5,6,7,12,13,14,15,18,19,20,21,23],probdist:[5,12,14,18,19,20,21],problem:[0,13,18],probtot:[19,20],process:[0,4,5,7,12,13,14,18,19,20,21],processor:[12,14,18],produc:12,profil:[0,13],progenitor:[0,13,21],program:[9,12,24],progress:4,project:[0,13],proper:[6,12,15],properli:[0,5,13],properti:[0,4,5,7,23],proport:14,prot1:[0,13],prot2:[0,13],prot3:[0,13],prot4:[0,13],provid:[0,2,5,7,13,21,25],pseudorandom:[0,13],psutil:7,publicli:15,puls:[0,12,13,28],pulsat:0,pump:[0,13],purpos:[7,18,19,20,21,23],push:22,push_macro:15,put:[1,4,5,7,12,14,18,19,20,21,23],py:[9,12,14,18,19,20,21,22,24],py_rinterpol:[9,24],pyenv:[9,24],pyplot:[12,14,19,20,22],pysiz:4,pytest:[9,24],python3:[9,13,24],python:[3,4,5,12,14,18,19,20],q:[0,2,7,11,13,14,18,21,28],q_high_extrapolation_method:7,q_interpol:2,q_low_extrapolation_method:7,qc:11,qcrit_bh:[0,13],qcrit_bs:0,qcrit_cheb:[0,13],qcrit_chen_han_formula:0,qcrit_chen_han_t:0,qcrit_cowd:[0,13],qcrit_degenerate_bh:[0,13],qcrit_degenerate_cheb:[0,13],qcrit_degenerate_cowd:[0,13],qcrit_degenerate_eagb:[0,13],qcrit_degenerate_gb:[0,13],qcrit_degenerate_hegb:[0,13],qcrit_degenerate_hehg:[0,13],qcrit_degenerate_hem:[0,13],qcrit_degenerate_hewd:[0,13],qcrit_degenerate_hg:[0,13],qcrit_degenerate_lmm:[0,13],qcrit_degenerate_m:[0,13],qcrit_degenerate_n:[0,13],qcrit_degenerate_onewd:[0,13],qcrit_degenerate_tpagb:[0,13],qcrit_eagb:[0,13],qcrit_gb:[0,13],qcrit_gb_bs:0,qcrit_gb_chen_han_formula:0,qcrit_gb_chen_han_t:0,qcrit_gb_ge2015:0,qcrit_gb_hjellming_webbink:0,qcrit_gb_q_no_comenv:0,qcrit_gb_temmink2021:0,qcrit_gb_vos2018:0,qcrit_ge2015:0,qcrit_hegb:[0,13],qcrit_hehg:[0,13],qcrit_hem:[0,13],qcrit_hewd:[0,13],qcrit_hg:[0,13],qcrit_hjellming_webbink:0,qcrit_lmm:[0,13],qcrit_m:[0,13],qcrit_n:[0,13],qcrit_onewd:[0,13],qcrit_q_no_comenv:0,qcrit_temmink2021:0,qcrit_tpagb:[0,13],qcrit_vos2018:0,qcrits_:[0,13],qcrits_degenerate_:[0,13],qdata:2,qlimit:2,qs:2,quad:7,quadrat:[0,13],quadrulpl:[0,13],quadrupl:[0,2,7,13],quantiti:23,queri:17,queue:[7,12,14,18],quickli:[11,17],quit:[0,4,12,13],r1:[11,17],r2:[11,17],r:[0,1,9,11,12,13,17,21,24],r_l:28,r_sun:12,radau:[0,13],radi:[0,13],radiat:[0,13],radii:[0,13,28],radiu:[0,1,12,13,15,21,23,28],radius_1:23,radius_2:23,ragb:28,raghavan2010_binary_fract:2,raghavan:2,rai:[0,13],railton:[0,13],rais:[0,4,7,13,21],ram:[0,13],ran:[7,12,14,18],randbuf:11,random:[0,7,11,13],random_count:[11,17],random_se:[0,11,13,17],random_skip:[0,13],random_system:[0,13],random_systems_se:[0,13],rang:[0,2,5,7,12,13,14,17,18,19,20,21,26],rapid:[0,13],rapidli:[0,13],rappaport:[0,13],rate:[0,2,13,19,20],rather:[0,5,7,9,13,15,17,21,24],ratio:[0,2,12,13,14,18,19,20,21,28],raw:[4,5,7,13,23,25],rc:[11,12,14,18,19,20,22,23],re:[0,1,6,12,13,14,18,19,20,22],reach:[0,11,12,13,14],reaction:[0,13],read:[3,4,11,17,21],readabl:4,readlin:11,real:[5,12,18,21],realist:[19,20],realiti:[19,20],realli:[0,5,6,7,12,13,21],reason:[0,13,19,20],rebuild:[0,9,13,24],rebuilt:[9,24],recalcul:[0,13],receiv:4,recent:[19,22],recogn:21,recognis:5,recombin:[0,13],recommend:[1,3,9,24],recompil:[9,18,19,20,21,24],recurs:[4,5],red:[0,12,13,19,20,22],redhat:1,redshift:2,reduc:[0,11,13],reduct:7,regardless:23,region:[0,13,26],regist:21,reignit:[0,13],reimer:[0,13],reinstal:[9,24],reject:[0,13],rejects_in_log:[0,13],rejuven:[0,13,18],rel:[0,13],relat:[0,13],releas:[4,9,24],reliabl:13,remain:[0,4,13],rememb:[11,12,19,20],remesh:[0,13],remnant:[0,12,13],remov:[0,4,5,13,14,17,21,22],remove_fil:4,renam:[5,19,20],rename_grid_vari:[5,19,20],renormalis:2,rentrop:[0,13],repeat:[0,7,13],repo:9,report:[0,12,13,14,18,19,20,21],repositori:3,repres:7,represent:[5,21],reproduc:[0,13],requir:[0,2,4,11,13,14,17,18,19,20,21,22,23,25],rerun:12,reset:[0,13],reset_pref:[0,13],reset_star:[0,13],reset_stars_default:[0,13],resolut:[0,5,7,12,13,14,18,19,20,21,26],resolv:[0,13,18],reson:[0,13],resourc:[19,20],respect:[0,2,13],rest:[2,5,21],restructuredtext:4,result:[0,1,2,4,5,7,9,11,12,13,14,17,18,19,20,21,24],result_arrai:2,result_dict:2,results_dictionari:[12,14,18,19,20],retain:[0,13],rethink:4,return_all_info:5,return_arglin:13,return_binary_c_default:5,return_binary_c_version_info:[4,5,16],return_compilation_dict:1,return_help:13,return_help_al:[4,13],return_maximum_mass_ratio_for_rlof:[13,28],return_minimum_orbit_for_rlof:[13,28],return_persistent_data_memaddr:13,return_population_set:5,return_store_memaddr:13,return_version_info:[4,13],reus:5,revap_in:[0,13],revap_out:[0,13],revers:[0,13,23],reverse_tim:[0,13],revis:[0,4],rewrit:5,rgb:12,rhagavan:7,ri0005:[12,21],rich:[0,13],riello:[0,13],rin:[0,13],ring:[0,13],risk:[5,21],ritter:[0,13],rk2:[0,13],rk4:[0,13],rl1:11,rl2:11,rl:[0,11,13],rlof:[0,11,13,28],rlof_angular_momentum_transfer_model:[0,13],rlof_angular_momentum_transfer_model_bs:0,rlof_angular_momentum_transfer_model_conserv:0,rlof_eccentric_as_circular:[0,13],rlof_entry_threshold:[0,13],rlof_f:[0,13],rlof_interpolation_binary_c:0,rlof_interpolation_bs:0,rlof_interpolation_method:[0,13],rlof_mdot_factor:[0,13],rlof_mdot_modul:[0,13],rlof_method:[0,13],rlof_method_adapt:0,rlof_method_adaptive2:0,rlof_method_bs:0,rlof_method_claei:0,rlof_method_ritt:0,rlof_nonconservative_gamma_donor:0,rlof_nonconservative_gamma_isotrop:0,rlof_radiation_correct:[0,13],rlof_transition_objects_escap:[0,13],rob:[0,2,13,28],robert:[9,24],roch:[0,11,13,14,28],roche_lob:28,rochelob:28,rol1:[11,17],rol2:[11,17],room:[5,21],root:[9,24],rotat:[0,2,13],rotation:[0,13],rotationally_enhanced_expon:[0,13],rotationally_enhanced_mass_loss:[0,13],rotationally_enhanced_massloss:[0,13],rotationally_enhanced_massloss_angmom:0,rotationally_enhanced_massloss_langer_formula:[0,13],rotationally_enhanced_massloss_langer_formula_and_angmom:0,rotationally_enhanced_massloss_non:0,rough:12,rout:[0,13],routin:[0,3,5,9,13,23],row:[17,23],rring:[0,13],rssd:2,rst:[4,6],rsun:[12,23],rubric:5,run:[0,1,3,4,5,7,9,12,13,14,18,19,20,24,25],run_popul:13,run_system:[11,13,15,16,17,22,23,25],run_system_wrapp:[3,9,10,15],run_zero_probability_system:7,runawai:11,runtim:[1,7],russel:[0,3,9,13],rzam:[11,28],s:[0,2,4,5,7,11,12,13,14,17,19,20,21,22,28],safe:21,sai:[0,12,13],said:[0,13],same:[0,5,7,9,13,17,21,24],sampl:[0,2,3,5,13,18,21,26],sample_valu:2,sampler:9,samplerfunc:[5,7,12,14,18,19,20,21,26],sana12:[2,14,18,21],sana:2,saturn:22,save:[0,1,2,12,13,14,15,18,19,20,21],save_ensemble_chunk:7,save_pre_events_stardata:[0,13],scalar:4,scalo:2,scanf:0,scheme:[0,13],schneider:[0,13],schroeder:[0,13],script:[3,4,9,15,24],sdb:[0,13],sdo:[0,13],seaborn:[12,14,18,19,20,22],search:[9,12,18,22],search_for_bhbh:11,second:[0,2,4,5,13,14,22,23],secondari:[2,11,12,18,28],section:[2,4,8,9,13,21,24],see:[0,5,9,11,12,13,14,15,16,17,18,19,20,21,23,24],seed:[0,13],seem:[9,23,24],seen:4,segment:26,seitenzahl2013_model:[0,13],seitenzahl:[0,13],select:[0,4,13,17,18,22],selected_head:4,selector:[0,13],self:[5,7,12,14,17,18,19,20,21,26],semi:[0,13],sent:[0,13],sentenc:1,sep:[2,5,11,14,17,18,21,28],sep_max:[14,18,21],sep_min:[14,18,21],separ:[0,2,5,6,11,12,13,15,17,21,22,23,28],separation_quadrupl:[0,13],separation_tripl:[0,13],separta:[0,13],seper:21,sepf:11,sequenc:[0,12,13,15,18,19,20],sequnec:[18,19,20],seri:[0,13,26],serialis:5,serv:4,server:5,set:[0,1,2,3,4,5,6,7,9,11,15,16,17,22,23,24,26],set_context:[12,14,18,19,20,22],set_moe_di_stefano_set:5,set_opt:[2,12,14,22],set_xlabel:[12,14,18,19,20,22],set_ylabel:[12,14,18,19,20,22],setup:[12,21,25],sever:[6,7,16,21,23,25],sfh:2,sh:[9,24],shannon:26,shara:[0,13],share:[1,7,17,25],shared_lib_filenam:15,shell:[0,4,13],shellular:[0,13],shorten:[0,11,13],shorter:11,shortli:12,should:[0,1,2,4,5,6,7,9,11,12,13,14,17,18,19,20,21,23,24,25,26],shouldn:[0,4,13],show:[0,3,5,7,11,12,13,14,17,18,19,20,21,23,26],show_plot:23,show_stellar_typ:23,showlist:26,shown:[0,13,23,26],showtabl:26,shrink:[11,14],shrinkagb:17,side:[18,19,20,21],siess:[0,13],sigma:[2,26],signal:[12,14,18],silent:4,sill:[0,13],sim10:14,sim:12,similar:26,simpl:[12,14,18,22],simplest:[11,17],simpli:[0,13,19,20],simul:[0,1,12,13,14,15,18,19,20,21],simulation_:5,sinc:[4,23],singl:[0,2,3,5,7,12,13,18,19,20,21,23],single_star_lifetim:[13,15,17],sit:[0,13],site:13,situat:13,size:[4,7],skip:[0,7,12,13,14,18],slightli:13,slope:2,slow:[0,12,13,14,18,19,20],slower:[0,13],slurm:[5,7,8],slurm_grid:5,small:[0,11,13,19,20],small_envelope_method:[0,13],small_envelope_method_bs:0,small_envelope_method_miller_bertolami:0,smaller:[0,13,26],smarter:[19,20],smooth:[12,19,20],smoother:[14,19,20],sn:[0,11,12,13,14,18,19,20,22],sn_impulse_liu2015:0,sn_impulse_non:0,sn_impulse_wheeler1975:0,sn_kick_companion_a:[0,13],sn_kick_companion_aic_bh:[0,13],sn_kick_companion_bh_bh:[0,13],sn_kick_companion_bh_n:[0,13],sn_kick_companion_ecap:[0,13],sn_kick_companion_grb_collapsar:[0,13],sn_kick_companion_hestaria:[0,13],sn_kick_companion_ia_chand:[0,13],sn_kick_companion_ia_chand_co:[0,13],sn_kick_companion_ia_eld:[0,13],sn_kick_companion_ia_h:[0,13],sn_kick_companion_ia_he_co:[0,13],sn_kick_companion_ia_hybrid_hecowd:[0,13],sn_kick_companion_ia_hybrid_hecowd_sublumin:[0,13],sn_kick_companion_ibc:[0,13],sn_kick_companion_ii:[0,13],sn_kick_companion_iia:[0,13],sn_kick_companion_ns_n:[0,13],sn_kick_companion_phdi:0,sn_kick_companion_pisn:0,sn_kick_companion_ppisn:0,sn_kick_companion_tz:[0,13],sn_kick_companion_wdkick:[0,13],sn_kick_dispersion_aic_bh:[0,13],sn_kick_dispersion_bh_bh:[0,13],sn_kick_dispersion_bh_n:[0,13],sn_kick_dispersion_ecap:[0,13],sn_kick_dispersion_grb_collapsar:[0,11,13],sn_kick_dispersion_ia_hybrid_hecowd:[0,13],sn_kick_dispersion_ia_hybrid_hecowd_sublumin:[0,13],sn_kick_dispersion_ibc:[0,11,13],sn_kick_dispersion_ii:[0,11,13],sn_kick_dispersion_ns_n:[0,13],sn_kick_dispersion_phdi:0,sn_kick_dispersion_pisn:0,sn_kick_dispersion_ppisn:0,sn_kick_dispersion_tz:[0,13],sn_kick_distribution_aic_bh:[0,13],sn_kick_distribution_bh_bh:[0,13],sn_kick_distribution_bh_n:[0,13],sn_kick_distribution_ecap:[0,13],sn_kick_distribution_grb_collapsar:[0,13],sn_kick_distribution_ia_hybrid_hecowd:[0,13],sn_kick_distribution_ia_hybrid_hecowd_sublumin:[0,13],sn_kick_distribution_ibc:[0,13],sn_kick_distribution_ii:[0,13],sn_kick_distribution_ns_n:[0,13],sn_kick_distribution_phdi:0,sn_kick_distribution_pisn:0,sn_kick_distribution_ppisn:0,sn_kick_distribution_tz:[0,13],sn_none:15,sn_type:15,sneia:[0,13],snia:[0,13],snippet:[13,17],so:[0,2,5,7,11,12,13,14,15,17,18,19,20,21,23],solar:[0,2,3,9,12,13,14,16,28],solver:[0,13],solver_forward_eul:0,solver_predictor_corrector:0,solver_rk2:0,solver_rk4:0,some:[0,1,2,5,7,9,11,12,13,14,15,16,17,18,19,20,21,23,24],someth:[0,5,12,13,14,17,18,19,20],sometim:16,somewhat:[18,19,20,21,22],soon:26,sort:[4,5,12,18,19,20,22],sort_kei:5,sourc:[1,2,4,5,6,7,10,14,23,25,26,28],source_file_filenam:7,source_list:5,sourcecod:[9,13,15,24],sourcefile_nam:1,sp:2,space:[0,5,12,13,18,19,20,21,26],spacing_funct:[9,10],special:[0,13,21],specif:[0,4,11,13,16,17,23],specifi:[0,7,13,26],spectral:2,speed:[0,7,13],speedtest:[0,13],spent:4,spera:[0,13],spheric:[0,13],spiki:[19,20],spin:[0,13,22],spinrat:[0,13],split:[0,7,11,13,17,21,22],split_lin:17,splitlin:[12,13,14,15,17,18,19,20,21,22],splitpoint:[0,13],spread:5,sqrt:[0,13],src:[0,9,13,15,24],st:11,stabil:[0,13],stabl:[0,9,13,24],stancliff:[0,13],standard:[0,2,13,18,19,20,26],star1:22,star:[1,2,3,7,9,11,13,14,15,16,17,18,19,20,21,22,23,26,28],star_with_no_mass:0,starcount:[12,14,18,20,21],stardata:[0,1,12,13,14,15,17,18,19,20,21],stardata_dump_filenam:[0,13],stardata_load_filenam:[0,13],stardata_t:15,starnum:[12,18],start:[0,1,4,5,6,7,11,12,13,14,17,18,19,20,21],start_at:7,start_tim:[0,13],start_timestamp:[12,14,18,20,21],startrack:[0,13],startswith:17,state:[0,13],statement:[1,11,15,17,18,19,20,21,22],statist:[0,13],statu:[0,1,12,13,14,18,19,20,21],stderr:[0,13],stdout:[4,26],steadi:[0,13],stefan:23,stefano:[4,5,9,21],stellar:[0,2,3,7,9,11,13,23,26,27],stellar_structure_algorithm:[0,13],stellar_structure_algorithm_external_funct:0,stellar_structure_algorithm_mint:0,stellar_structure_algorithm_modified_bs:0,stellar_structure_algorithm_non:0,stellar_typ:[1,9,10,12,15,17,18,19,20,21,23],stellar_type1:11,stellar_type2:11,stellar_type_1:[0,13,21,23],stellar_type_2:[0,13,21,23],stellar_type_3:[0,13],stellar_type_4:[0,13],stellar_type_dict:27,stellar_type_dict_short:27,step:[5,11,12,14,15,17,18,19,20,21,23,26],stepsiz:[5,21],stick:7,stiff:[0,13],still:[1,7,15,22],stop:[0,4,12,13,14,18],stopfil:[0,13],storag:[0,13],store:[0,2,3,4,5,7,9,12,14,17,18,19,20,21,24,28],store_capsul:13,store_memaddr:[13,28],str:[1,4,5,6,11,12,21,23],straight:5,straightforward:[12,18,19,20,21],straniero:[0,13],strength:[0,13],strictli:[18,19,20],string:[0,1,3,4,5,6,7,11,13,17,18,19,20,21,22,23,25],strip:[0,13,17,22],strong:12,stronger:[0,12,13],struct:[0,13,15],structur:[0,4,7,13,14,23],studi:12,stuff:[4,7,17,21,23],style:[0,5,13],sub:[0,4,13],subject:[0,13],sublumin:[0,13],submit:9,subroutin:8,subsequ:[0,13],succe:[0,13],suddenli:12,suffer:12,suffici:12,suggest:[0,9,13,24],suit:[9,24],suitabl:26,sum:[0,13],sun:22,sundial:[0,13],supercrit:[0,13],superflu:22,supernova:[0,7,11,13,14],superwind:[0,13],superwind_mira_switchon:[0,13],support:5,sure:[2,5,7,9,11,17,18,19,20,21,23,24,25],surfac:[0,13],surrei:[12,21],surviv:[0,13,22],survivor:[0,13],swallow:22,switcher:[0,13],symlink:[7,12,14,18,21],symmetr:[0,13],synchron:[0,13],synonym:[0,13],syntax:18,syntaxerror:18,synthesi:[7,9,18,19,20,21,24],system:[0,3,4,5,7,9,12,13,14,15,18,19,20,21,23,24,25],system_dict:5,system_gener:[5,21],system_numb:5,system_queue_fil:[12,14,18],t:[0,1,2,4,5,7,11,12,13,17,19,20,21,26],t_:12,tabl:[0,2,13,26],take:[0,2,4,5,7,13,14,18,21,25],taken:[0,13,15],talk:12,target:[1,6],task:[0,2,4,5,6,8,13,21,23,25,26,28],tauri:[0,13],tbse:[0,13],technic:[12,14,15,18,19,20,21],teff:[0,2,11,13],teff_1:23,teff_2:23,teff_from_star_struct:12,teff_postagb_max:[0,13],teff_postagb_min:[0,13],tell:4,temp_dir:[4,11,12,14,17,19,20,21,22],temperatur:[0,2,13,22,23],termin:[1,9,12,15,21,24],test:[0,4,5,7,9,13,17,21,24,28],test_data:[0,13],test_func:13,test_logfil:17,test_pop:21,text:[4,6,12,14,22],than:[0,2,4,7,9,12,13,14,18,19,20,21,24],thats:21,thei:[0,2,5,7,11,12,13,14,18,21,22,23],thelog:[0,13],them:[2,4,5,12,13,14,21],themselv:2,theoret:[18,19,20],thermal:[0,2,12,13,28],thermally_pulsing_asymptotic_giant_branch:0,thermohalin:[0,13],thermonuclear:12,thesi:[0,13],thi:[0,1,2,4,5,6,7,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,28],thick:[0,13],thick_disc_end_ag:[0,13],thick_disc_logg_max:[0,13],thick_disc_logg_min:[0,13],thick_disc_start_ag:[0,13],thin:[0,13],thing:[0,2,4,5,6,12,13,14,18,19,20,21,25],think:[0,4,5,13],third:[0,2,13,22,26],third_dup:[0,13],third_dup_multipli:[0,13],thorn:[0,13],those:[4,5,9,12,14,18,19,20,21,24],thread:[4,5,7,12,14,18,19,20],thread_id:7,three:[0,2,13,19,20,21],three_part_powerlaw:[2,14,18,19,20,21],threshold:[0,4,7,13],through:[5,11,12,13,17,18,19,20,21,23,25],throughout:[5,18,19,20,21],thu:26,tidal:[0,11,13],tidal_strength_factor:[0,13],tide:[0,13,22],tides_convective_damp:[0,13],tides_diagnosis_log:13,tides_hurley2002:[0,13],tides_zahn1989:[0,13],time:[0,1,2,4,5,7,9,11,12,13,14,15,17,18,19,20,21,22,23,24,26],timedelta:4,timescal:[0,13],timestamp:7,timestep:[0,13,14,15,17,18,19,20],timestep_limit:[0,13],timestep_log:[0,13],timestep_modul:[0,13],timestep_multipli:[0,13],timestep_solver_factor:[0,13],tini:12,tinslei:2,tip:12,titl:[6,18],tmax:26,tmin:26,tmp:[0,4,9,12,13,14,17,18,19,20,21,22,24],tmp_dir:[5,7,11,12,14,17,19,20,21,22],tmp_tabl:2,toasti:22,todo:[0,1,2,4,5,6,7,13,16,21,23,25,26,28],toler:[0,13],too:[0,5,7,9,12,13,19,20,22,24,25],took:[12,14,18,20,21],top:[0,5,21],topcod:[5,12,14,21],topic:[0,13],torqu:[0,13],total:[0,2,4,5,7,12,13,14,18,19,20,21,23],total_count:[12,14,18,20,21],total_mass_run:[12,14,18,20,21],total_prob:[12,14,18,19,20,21],total_probability_weighted_mass_run:[12,14,18,20,21],tout:[0,13,28],tout_pringle_1992_multipli:[0,13],tp:[0,13],tpagb:[0,12,13],tpagb_reimers_eta:[0,13],tpagb_wind_beasor_etal_2020:0,tpagb_wind_bloeck:0,tpagb_wind_goldman_etal_2017:0,tpagb_wind_mattsson:0,tpagb_wind_reim:0,tpagb_wind_rob_cwind:0,tpagb_wind_van_loon:0,tpagb_wind_vw93_karaka:0,tpagb_wind_vw93_karakas_carbon_star:0,tpagb_wind_vw93_orig:0,tpagb_wind_vw93_orig_carbon_star:0,tpagbwind:[0,13],tpagbwindfac:[0,13],tpr:[5,14,18],traceback:[4,19,22],track:[7,12,23],trade:[0,13],trail:26,transfer:[0,12,13],transform:[0,13],transit:[0,13],treat:[0,13,26],trem:4,trigger:[0,13],trio:[18,19,20,21],tripl:[0,2,7,13],truli:[0,13],tupl:[1,4,12,26],turn:[0,11,13,17,21],tutori:[3,9],two:[0,4,5,12,13,15,27,28],txt:[5,9,17,21,24,25],type:[0,1,2,4,5,6,7,11,13,14,17,18,19,20,21,23,26,27,28],type_chng:[11,17],type_ia_mch_supernova_algorithm:[0,13],type_ia_sub_mch_supernova_algorithm:[0,13],typeerror:19,typic:[0,13],ubvri:[0,13],ugriv:[0,13],uk:[12,21],unavail:[0,13],unbound:11,uncom:[5,17,18,19,20,21,22],unction:13,undef:15,under:[17,26],undergo:[0,14],undescrib:6,unexpect:19,uniform:2,union:[2,4,5,21,26,28],uniqu:[5,7,21],unit:[0,4,12,13,16,28],univari:[0,13],univers:[12,14],unix:5,unknown:25,unless:[1,5,7],unlik:[19,20],unload:5,unmerg:14,unpars:13,unphys:[11,14,18],unrecogn:[9,24],unresolv:18,unsign:0,unstabl:[0,11,13],until:[0,2,12,13],unus:[0,7,13],unweight:21,up:[0,1,2,3,4,5,11,15,17,22],updat:[2,5,9,19,20,21,24],update_dict:16,update_grid_vari:[5,19,20],upper:[0,2,13,26],uranu:22,us:[0,1,2,3,4,5,6,7,8,9,11,16,17,21,23,24,25,26,28],usag:[0,3],use_astropy_valu:23,use_datadir:[5,21],use_fixed_timestep_:[0,13],use_lwn_fallback:0,use_periastron_roche_radiu:[0,13],use_tabular_intershell_abundances_karakas_2012:[0,13],usecas:3,useful_func:[9,10],user:[1,2,4,5,6,7,15,25],usual:[0,2,4,5,7,11,12,13,18,19,20,21],util:[1,2,4,5,6,11,12,13,14,15,16,17,18,19,20,21,22,23,25,26,28],v:[9,11,24],val:2,valid:[0,2,4,13,15],valu:[0,1,2,4,5,6,7,12,13,16,17,18,19,20,21,23,26],value_lin:17,valueerror:21,valuerang:[5,12,14,18,19,20,21],values_arrai:17,van:[0,13],vandenheuvel_log:[0,13],vari:[0,12,13,14,21],variabl:[0,3,4,5,7,12,13,14],variant:[0,13],variou:[0,13],vassiliadi:[0,13],vb1print:5,vb2print:5,vb:11,veloc:[0,2,13],venu:22,verbos:[1,2,4,5,7,9,12,14,17,18,19,20,21,24],verbose_print:4,veri:[0,5,11,12,13,14,15,17,19,20,21,26],versa:28,version:[0,4,5,9,13,16,21,24],version_info:4,version_info_dict:16,version_info_str:4,version_onli:[0,13],via:[3,5,7,12,13,15,18,19,20,21,23],vice:28,vink:[0,13],virtual:[9,24],virtualenviron:[9,24],viscos:[0,13],viscou:[0,13],visibl:15,visit:9,vk:11,vn:11,volum:[0,13],vr:11,vrot1:[0,13],vrot2:[0,13],vrot3:[0,13],vrot4:[0,13],vrot_breakup:0,vrot_bs:0,vrot_non_rot:0,vrot_sync:0,vs:[22,23],vw93:[0,13],vw93_eagb_wind_spe:[0,13],vw93_mira_shift:[0,13],vw93_multipli:[0,13],vw93_tpagb_wind_spe:[0,13],vwind:[0,13],vwind_beta:[0,13],vwind_multipli:[0,13],w:[1,5,17,21],wa:[0,2,5,7,9,12,13,16,17,19,20,21,24],wai:[0,5,7,13,17,19,20,23],wang:[0,13],want:[0,2,4,5,6,7,9,11,13,14,15,16,18,19,20,21,23,24],warmup_cpu:[0,13],warn:[0,13,17,21],wast:[14,19,20],wave:[0,12,13,14,21],wd:[0,13],wd_accretion_rate_new_giant_envelope_lower_limit_helium_donor:[0,13],wd_accretion_rate_new_giant_envelope_lower_limit_hydrogen_donor:[0,13],wd_accretion_rate_new_giant_envelope_lower_limit_other_donor:[0,13],wd_accretion_rate_novae_upper_limit_helium_donor:[0,13],wd_accretion_rate_novae_upper_limit_hydrogen_donor:[0,13],wd_accretion_rate_novae_upper_limit_other_donor:[0,13],wd_kick:[0,13],wd_kick_at_every_puls:0,wd_kick_at_given_puls:0,wd_kick_direct:[0,13],wd_kick_end_agb:0,wd_kick_first_rlof:0,wd_kick_pulse_numb:[0,13],wd_kick_when:[0,13],wd_sigma:[0,13],wdwd_merger_algorithm:[0,13],wdwd_merger_algorithm_bs:0,wdwd_merger_algorithm_chen2016:0,wdwd_merger_algorithm_perets2019:0,we:[0,2,3,4,5,9,11,12,13,14,15,16,17,18,19,20,21,22,24,26],weight:[0,7,13,19,20],weirdli:18,well:[0,7,9,11,13,15,17,18,19,20,24],went:[19,20],were:[4,12,14,18,20,21],what:[0,1,2,4,6,7,9,11,12,13,14,15,17,18,19,20,21,24,25,26],whatev:[0,5,9,13,15,24],wheeler:[0,13],when:[0,1,2,4,5,6,7,9,12,13,14,16,17,21,22,24,25,26],whenev:[9,24],where:[0,1,2,4,5,6,7,9,12,13,18,19,20,21,24],whether:[0,2,4,5,6,7,13,21,23,26,28],which:[0,1,2,4,5,6,7,9,12,13,14,15,16,17,18,19,20,21,24,25,26,28],whichev:7,white:[0,12,13],white_dwarf_cooling_carrasco2014:[0,13],white_dwarf_cooling_mestel:[0,13],white_dwarf_cooling_mestel_modifi:[0,13],white_dwarf_cooling_model:[0,13],white_dwarf_radius_carrasco2014:[0,13],white_dwarf_radius_model:[0,13],white_dwarf_radius_mu:[0,13],white_dwarf_radius_nauenberg1972:[0,13],whole:[5,7,13,14,15],why:14,wide:[11,18,19,20],wider:11,width:[0,13,14],wiggl:[19,20],wind:[0,11,12,13,18],wind_algorithm_binary_c_2020:[0,11],wind_algorithm_hurley2002:0,wind_algorithm_non:[0,11],wind_algorithm_schneider2018:0,wind_angmom_loss_bs:0,wind_angmom_loss_lw:0,wind_angmom_loss_lw_hybrid:0,wind_angmom_loss_spherically_symmetr:0,wind_angular_momentum_loss:[0,13],wind_disc_angmom_fract:[0,13],wind_disc_mass_fract:[0,13],wind_djorb_fac:[0,13],wind_gas_to_dust_ratio:[0,13],wind_lbv_luminosity_lower_limit:[0,13],wind_mass_loss:[0,11,13],wind_multiplier_:[0,13],wind_nieuwenhuijzen_luminosity_lower_limit:[0,13],wind_type_multiplier_:[0,13],within:[0,4,5,9,13,15,16,21,24],without:[2,4,5,7,15,17,19,20],won:[0,13,17],wood:[0,13],wooslei:0,work:[0,4,5,9,13,15,17,18,19,20,23,24],would:[0,13,19,20,21,23],wouldn:[5,21],wr:[0,13],wr_wind:[0,13],wr_wind_bs:0,wr_wind_eldridg:0,wr_wind_fac:[0,13],wr_wind_maeder_meynet:0,wr_wind_nugis_lam:0,wrap:[1,15],wrapper:[11,13,15,17,28],write:[1,4,5,6,7,11,12,13,14,15,17,18,21,25],write_binary_c_calls_to_fil:[5,21],write_binary_c_parameter_descriptions_to_rst_fil:4,write_ensembl:5,write_grid_options_to_rst_fil:6,write_logfil:13,written:[5,6,7,13,17,21,25],written_data:17,wrlof_mass_transf:[0,13],wrlof_method:[0,13],wrlof_non:0,wrlof_q_depend:0,wrlof_quadrat:0,wrong:[9,19,20,24],wrwindfac:[0,13],wtts2:[0,13],wtts_log:[0,13],www:[0,2,13],x0:2,x1:2,x86_64:13,x:[0,2,4,5,12,13,15,17,22,23,26],xlim:[14,22],xx:22,y:[5,11,12,22,23],year:[0,2,13],year_length_in_dai:14,yet:[0,4,5,7,13,23],yield:[0,13,26],ylim:22,you:[0,1,4,5,6,7,9,11,12,13,14,15,17,18,19,20,21,22,23,24,26,28],young:[0,13],your:[9,15,17,24],yourself:[12,14,18,19,20,21,23],yscale:[18,19,20,22],yy:22,z:[0,2,5,12,13,14,28],zahn:[0,13],zam:[0,2,3,12,13,18,25,28],zams_collis:28,zams_mass:[12,18,19,20,21],zams_mass_1:21,zams_mass_2:21,zero:[0,1,3,4,7,9,11,12,13,14],zero_ag:[12,15,17,18,19,20,21],zero_age_main_sequence_star:[18,19,20],zero_age_main_sequence_starn:18,zero_prob_stars_skip:[12,14,18,20,21],zone:[0,13],zoom:[0,13,26],zoom_dispers:26,zoom_magnitud:26,zoom_magntiud:26,zoom_mean:26,zoomfac_multiplier_decreas:[0,13],zoomfac_multiplier_increas:[0,13],zsolar:2,zytkow:[0,13]},titles:["Binary_c parameters","custom_logging_functions module","distribution_functions module","Example notebooks","functions module","grid_class module","Grid options and descriptions","Population grid code options","hpc_functions module","Welcome to binary_c-python\u2019s documentation!","Binarycpython code","Tutorial: Running individual systems with binary_c-python","Example use case: Hertzsprung-Russell diagrams","Tutorial: Using the API functionality of binary_c-python","Example use case: Common-envelope evolution","Tutorial: Using custom logging routines with binary_c-python","Tutorial: Extra features and functionality of binary_c-python","Tutorial: Running individual systems with binary_c-python","Example use case: Zero-age stellar luminosity function in binaries","Example use case: Zero-age stellar luminosity function","Example use case: Zero-age stellar luminosity function","Tutorial: Running populations with binary_c-python","Solar system using the API functionality","plot_functions module","Python module for binary_c","run_system_wrapper module","spacing_functions module","stellar_types module","useful_funcs module"],titleterms:{"case":[12,14,18,19,20],"function":[4,13,16,17,18,19,20,21,22],"public":7,A:[19,20],about:16,ad:[18,19,20,21],after:[9,24],ag:[18,19,20],algorithm:0,api:[13,15,17,22],better:[19,20],binari:[0,12,18],binary_c:[0,9,11,13,15,16,17,21,24],binarycpython:10,build:[9,16,24],code:[7,10],common:14,compact:15,content:[3,9],custom:15,custom_logging_funct:1,descript:6,develop:[9,24],di:7,diagram:12,dictionari:16,directli:15,distribut:[19,20],distribution_funct:2,document:[9,24],envelop:14,environ:[9,24],evolut:[14,15],evolv:[12,14,18,19,20,21],exampl:[3,9,12,13,14,15,16,18,19,20,21,24],extra:16,faq:[9,24],featur:16,free:13,from:[9,13,15,24],full:21,get:[13,16],grid:[6,7,12,14,18,19,20,21],grid_class:5,handl:[12,14,18,19,20,21],help:16,hertzsprung:12,hpc_function:8,i:0,indic:9,individu:[11,17],inform:[13,16],initi:[19,20],input:0,instal:[9,24],instruct:[9,24],issu:[9,24],log:[12,14,15,18,19,20,21],luminos:[18,19,20],mass:[15,19,20],misc:0,modif:16,modul:[1,2,4,5,8,9,23,24,25,26,27,28],moe:7,note:[9,24],notebook:3,noteworthi:21,nucsyn:0,o:0,object:[12,14,15,17,18,19,20,21],option:[6,7],output:[0,12,14,18,19,20,21],paramet:[0,16],pars:16,pip:[9,24],plot_funct:23,popul:[7,12,14,15,17,18,19,20,21],privat:7,python:[9,11,13,15,16,17,21,24],requir:[9,24],routin:15,run:[11,15,17,21],run_system_wrapp:[11,17,25],russel:12,s:9,sampl:[19,20],sampler:7,script:21,section:0,set:[12,13,14,18,19,20,21],singl:[11,17],solar:22,sourc:[9,24],spacing_funct:26,star:[0,12],stefano:7,stellar:[12,14,18,19,20],stellar_typ:27,store:13,string:15,supernova:15,system:[11,17,22],tabl:9,tutori:[11,13,15,16,17,21],up:[12,13,14,18,19,20,21],us:[12,13,14,15,18,19,20,22],usag:[9,13,15,24],useful_func:28,variabl:[9,18,19,20,21,24],via:[9,17,24],welcom:9,when:15,zam:[19,20],zero:[18,19,20]}})
\ No newline at end of file
+Search.setIndex({docnames:["binary_c_parameters","custom_logging_functions","distribution_functions","example_notebooks","examples/notebook_BHBH","examples/notebook_HRD","examples/notebook_api_functionality","examples/notebook_common_envelope_evolution","examples/notebook_custom_logging","examples/notebook_extra_features","examples/notebook_individual_systems","examples/notebook_luminosity_function_binaries","examples/notebook_luminosity_function_single","examples/notebook_massive_remnants","examples/notebook_population","examples/notebook_solar_system","examples/old/basic_example","examples/old/workshop_example_notebook","functions","grid","grid_options_defaults","grid_options_descriptions","hpc_functions","index","modules","plot_functions","readme_link","run_system_wrapper","spacing_functions","stellar_types","useful_funcs"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.todo":2,"sphinx.ext.viewcode":1,nbsphinx:3,sphinx:56},filenames:["binary_c_parameters.rst","custom_logging_functions.rst","distribution_functions.rst","example_notebooks.rst","examples/notebook_BHBH.ipynb","examples/notebook_HRD.ipynb","examples/notebook_api_functionality.ipynb","examples/notebook_common_envelope_evolution.ipynb","examples/notebook_custom_logging.ipynb","examples/notebook_extra_features.ipynb","examples/notebook_individual_systems.ipynb","examples/notebook_luminosity_function_binaries.ipynb","examples/notebook_luminosity_function_single.ipynb","examples/notebook_massive_remnants.ipynb","examples/notebook_population.ipynb","examples/notebook_solar_system.ipynb","examples/old/basic_example.ipynb","examples/old/workshop_example_notebook.ipynb","functions.rst","grid.rst","grid_options_defaults.rst","grid_options_descriptions.rst","hpc_functions.rst","index.rst","modules.rst","plot_functions.rst","readme_link.rst","run_system_wrapper.rst","spacing_functions.rst","stellar_types.rst","useful_funcs.rst"],objects:{"binarycpython.utils":{custom_logging_functions:[1,0,0,"-"],distribution_functions:[2,0,0,"-"],functions:[18,0,0,"-"],grid:[19,0,0,"-"],grid_options_defaults:[20,0,0,"-"],hpc_functions:[22,0,0,"-"],plot_functions:[25,0,0,"-"],run_system_wrapper:[27,0,0,"-"],spacing_functions:[28,0,0,"-"],stellar_types:[29,0,0,"-"],useful_funcs:[30,0,0,"-"]},"binarycpython.utils.custom_logging_functions":{autogen_C_logging_code:[1,1,1,""],binary_c_log_code:[1,1,1,""],binary_c_write_log_code:[1,1,1,""],compile_shared_lib:[1,1,1,""],create_and_load_logging_function:[1,1,1,""],from_binary_c_config:[1,1,1,""],return_compilation_dict:[1,1,1,""]},"binarycpython.utils.distribution_functions":{"const":[2,1,1,""],Arenou2010_binary_fraction:[2,1,1,""],Izzard2012_period_distribution:[2,1,1,""],Kroupa2001:[2,1,1,""],Moe_di_Stefano_2017_multiplicity_fractions:[2,1,1,""],Moe_di_Stefano_2017_pdf:[2,1,1,""],build_q_table:[2,1,1,""],calc_P_integral:[2,1,1,""],calc_e_integral:[2,1,1,""],calc_total_probdens:[2,1,1,""],calculate_constants_three_part_powerlaw:[2,1,1,""],cosmic_SFH_madau_dickinson2014:[2,1,1,""],duquennoy1991:[2,1,1,""],fill_data:[2,1,1,""],flat:[2,1,1,""],flatsections:[2,1,1,""],gaussian:[2,1,1,""],gaussian_func:[2,1,1,""],gaussian_normalizing_const:[2,1,1,""],get_integration_constant_q:[2,1,1,""],get_max_multiplicity:[2,1,1,""],imf_chabrier2003:[2,1,1,""],imf_scalo1986:[2,1,1,""],imf_scalo1998:[2,1,1,""],imf_tinsley1980:[2,1,1,""],interpolate_in_mass_izzard2012:[2,1,1,""],ktg93:[2,1,1,""],linear_extrapolation_q:[2,1,1,""],merge_multiplicities:[2,1,1,""],normalize_dict:[2,1,1,""],number:[2,1,1,""],poisson:[2,1,1,""],powerlaw:[2,1,1,""],powerlaw_constant:[2,1,1,""],powerlaw_extrapolation_q:[2,1,1,""],prepare_dict:[2,1,1,""],raghavan2010_binary_fraction:[2,1,1,""],sana12:[2,1,1,""],set_opts:[2,1,1,""],three_part_powerlaw:[2,1,1,""]},"binarycpython.utils.functions":{Capturing:[18,2,1,""],bin_data:[18,1,1,""],call_binary_c_config:[18,1,1,""],catchtime:[18,2,1,""],check_if_in_shell:[18,1,1,""],conv_time_units:[18,1,1,""],convert_bytes:[18,1,1,""],convfloat:[18,1,1,""],create_arg_string:[18,1,1,""],create_hdf5:[18,1,1,""],datalinedict:[18,1,1,""],example_parse_output:[18,1,1,""],filter_arg_dict:[18,1,1,""],format_number:[18,1,1,""],get_ANSI_colours:[18,1,1,""],get_arg_keys:[18,1,1,""],get_defaults:[18,1,1,""],get_help:[18,1,1,""],get_help_all:[18,1,1,""],get_help_super:[18,1,1,""],get_moe_di_stefano_dataset:[18,1,1,""],get_size:[18,1,1,""],get_username:[18,1,1,""],imports:[18,1,1,""],is_capsule:[18,1,1,""],load_logfile:[18,1,1,""],make_build_text:[18,1,1,""],mem_use:[18,1,1,""],output_lines:[18,1,1,""],pad_output_distribution:[18,1,1,""],parse_binary_c_version_info:[18,1,1,""],remove_file:[18,1,1,""],return_binary_c_version_info:[18,1,1,""],temp_dir:[18,1,1,""],timedelta:[18,1,1,""],trem:[18,1,1,""],verbose_print:[18,1,1,""],write_binary_c_parameter_descriptions_to_rst_file:[18,1,1,""]},"binarycpython.utils.functions.Capturing":{__enter__:[18,3,1,""],__exit__:[18,3,1,""]},"binarycpython.utils.functions.catchtime":{__enter__:[18,3,1,""],__exit__:[18,3,1,""]},"binarycpython.utils.grid":{Population:[19,2,1,""]},"binarycpython.utils.grid.Population":{Moe_di_Stefano_2017:[19,3,1,""],add_grid_variable:[19,3,1,""],clean:[19,3,1,""],delete_grid_variable:[19,3,1,""],evolve:[19,3,1,""],evolve_single:[19,3,1,""],export_all_info:[19,3,1,""],parse_cmdline:[19,3,1,""],rename_grid_variable:[19,3,1,""],return_all_info:[19,3,1,""],return_binary_c_defaults:[19,3,1,""],return_binary_c_version_info:[19,3,1,""],return_population_settings:[19,3,1,""],set:[19,3,1,""],set_moe_di_stefano_settings:[19,3,1,""],update_grid_variable:[19,3,1,""],vb1print:[19,3,1,""],vb2print:[19,3,1,""],write_binary_c_calls_to_file:[19,3,1,""],write_ensemble:[19,3,1,""]},"binarycpython.utils.grid_options_defaults":{grid_options_description_checker:[20,1,1,""],grid_options_help:[20,1,1,""],print_option_descriptions:[20,1,1,""],write_grid_options_to_rst_file:[20,1,1,""]},"binarycpython.utils.plot_functions":{color_by_index:[25,1,1,""],dummy:[25,1,1,""],parse_function_hr_diagram:[25,1,1,""],parse_function_masses:[25,1,1,""],parse_function_orbit:[25,1,1,""],plot_HR_diagram:[25,1,1,""],plot_masses:[25,1,1,""],plot_orbit:[25,1,1,""],plot_system:[25,1,1,""]},"binarycpython.utils.run_system_wrapper":{run_system:[27,1,1,""]},"binarycpython.utils.spacing_functions":{"const":[28,1,1,""],const_dt:[28,1,1,""],const_ranges:[28,1,1,""],gaussian_zoom:[28,1,1,""],peak_normalized_gaussian_func:[28,1,1,""]},"binarycpython.utils.useful_funcs":{calc_period_from_sep:[30,1,1,""],calc_sep_from_period:[30,1,1,""],maximum_mass_ratio_for_RLOF:[30,1,1,""],minimum_period_for_RLOF:[30,1,1,""],minimum_separation_for_RLOF:[30,1,1,""],ragb:[30,1,1,""],roche_lobe:[30,1,1,""],rzams:[30,1,1,""],zams_collision:[30,1,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"],"2":["py","class","Python class"],"3":["py","method","Python method"]},objtypes:{"0":"py:module","1":"py:function","2":"py:class","3":"py:method"},terms:{"0":[0,1,2,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,21,28,30],"00":[4,10,11,14,17],"000":[4,10,17],"0000":[4,10,17],"00000":17,"000000":17,"000000000000e":10,"000000e":17,"000001":10,"000002":10,"000003":10,"0001":[4,6,30],"000122339":14,"000161974":14,"000214449":14,"000220016":14,"000283924":14,"000287968":14,"000375908":14,"000497691":14,"000498487":14,"00065893":14,"0007":2,"000872405":14,"001":[0,4,6],"00115504":14,"0013":4,"00152924":14,"00182":4,"002":[4,16,17],"00202467":14,"0021272":4,"00215604":4,"00235329":4,"00237669":4,"00239838":4,"00242158":4,"00247821":4,"00247864":4,"00248439":4,"00254115":4,"00254512":4,"00256681":4,"00261516":4,"00268237":4,"00280816":4,"00283345":4,"00286793":4,"00288661":4,"00294":4,"00296406":4,"003":4,"00300971":4,"00303761":4,"00311757":4,"00317508":4,"00319483":4,"0034":4,"004":4,"004698855121516281":14,"005":4,"00518983":4,"0055":4,"00585495":4,"006":4,"0062211552141636295":14,"00632092":6,"00666382":4,"007":[4,15],"00707417":4,"00712":4,"00730797":4,"0074":4,"008":4,"0081514":4,"00823663875514986":14,"00832":4,"0087":4,"009":[4,15],"00984861":4,"00e":11,"01":[0,4,5,6,7,8,11,14,17],"010":4,"0102":4,"010905083645619543":14,"011":4,"0118":4,"012":4,"0122109":4,"012246630357e":14,"0128":4,"013":4,"0131145":4,"014":4,"0141":6,"0143651":4,"0143896":7,"014832":4,"015":4,"0152545":4,"0153961":4,"0155":4,"0156":4,"01561":4,"0156945":4,"0159":4,"016":4,"0162":4,"016309":7,"0163656":7,"0164":4,"0165":4,"0166":4,"0168":4,"0169":4,"017":[4,15],"0171":4,"0175264":7,"0176575":5,"01791":4,"018":4,"0182":4,"0184":4,"0187":4,"019":4,"0192009":4,"019715467199999996":7,"01e":11,"01t09":[5,7,11],"01t10":11,"02":[0,2,4,5,6,7,8,10,11,14,15,17,30],"020":4,"0208":4,"021":4,"0214":4,"0214824":4,"021960493499e":14,"022":4,"023":4,"0232618":4,"02379":4,"024":4,"0241634":4,"0245":4,"024684":4,"02473":4,"0248684":14,"025":4,"0250231":4,"0251003":4,"0259932":4,"026":4,"0261496":4,"027":4,"0276":4,"02786":4,"0278672":4,"028":4,"02823":4,"0283541":4,"029":4,"0290733":4,"0295":4,"0298011":4,"0298364":4,"02e":[7,11],"03":[0,1,4,6,7,11],"030":4,"0303129":4,"030499912298e":14,"031":4,"0316266":4,"0319":4,"032":4,"03221":4,"033":4,"0335":4,"0335017":4,"034":4,"03493":4,"03499999999999":13,"035":4,"03502960360000004":7,"03507":4,"036":4,"0367878":4,"037":4,"0385396":4,"039":4,"0393944":4,"0394":4,"0399":4,"03996e":4,"03e":11,"04":[0,4,6,11,17],"040":4,"041":4,"0411":4,"0414":4,"04198":4,"042":4,"0425":4,"043":4,"0434":14,"044":4,"0440989":4,"044142002936e":8,"04440288843805411":14,"0444029":14,"044572277695e":8,"044654032097e":8,"0448877":4,"0449442":4,"045":4,"045084306856e":8,"0459174":4,"046":4,"0461":4,"0469097":4,"047":[4,14,15],"0474164":4,"0474572":4,"048":[4,15,17],"049":4,"04924":4,"04e":11,"05":[0,4,6,7,8,11,14],"0501":4,"050651207308e":8,"051":[4,5],"0511173":4,"0512":4,"052":4,"0523":4,"0528412":4,"053":4,"0531294":4,"0533803":4,"0535":4,"0536749":4,"054":[2,4],"0547419":4,"055":4,"055188":4,"056":[4,15],"0563088":4,"057":4,"0570946":17,"0572914":4,"057949":4,"058":4,"0583837":4,"0585":4,"059":4,"05e":11,"05e51ba114934b37bab48f1db40b7333":14,"06":[0,4,7,8,10,11],"0608":4,"061":4,"061141":4,"0613":4,"062":4,"0621119":4,"0625403":4,"06257":4,"0626266":4,"063":4,"064":4,"0641":4,"06459059967730083":7,"0645906":7,"0649":4,"065":4,"06527":4,"066":4,"06696":4,"067":4,"0670735":4,"068":4,"0683196":4,"069":4,"06987":4,"06e":11,"07":[2,4,11,12,13,17,28],"070":[4,14],"0701913":4,"071":4,"07108":4,"0714679":4,"0717":4,"0719":4,"072":4,"0722":4,"0727126":4,"0727584":4,"074":4,"0744186":4,"0745":4,"07484":4,"075":4,"075416":4,"0755737":4,"076":4,"077":4,"0770302":4,"0772021":4,"0772781":4,"078":4,"0784":4,"0784722":4,"0787729":4,"0789786":4,"079":[4,5],"0791":4,"07e":11,"08":[0,4,7,11,17],"080763":10,"0808":4,"081":[4,5],"081024":5,"082":4,"0820":[0,6],"0823499":4,"0831":4,"0834973":17,"0837":4,"084":4,"0849409":4,"085":4,"086":4,"086004":4,"0868":4,"087":4,"0877":4,"0877243":4,"0878":4,"088":4,"089":4,"0890815":4,"0896":4,"08e":11,"08msun":[0,6],"09":[4,5,7,11],"090":4,"0900":17,"0902":[0,6],"0907":4,"0907537":4,"091":4,"0910814":4,"0913095":4,"09164":4,"092":4,"09295167374":11,"093":[5,15],"0931922":4,"094":[4,7],"094409257247e":14,"095":4,"0958704":4,"096":4,"09665":4,"0967":14,"097":4,"09706e":4,"09786":4,"098":[4,5],"0987206":4,"099":4,"0991059":4,"0993":4,"099417":7,"0995":4,"0m":11,"0mb":[7,11],"0msun":28,"0x146f912dbc60":6,"0x149c2e81ec10":10,"0x149c95c56c10":7,"0x14bf2250fdc0":5,"0x1528ac7290d0":14,"1":[0,1,2,4,5,6,7,8,9,10,11,12,13,14,15,16,17,19,21,23,25,26,27,28,30],"10":[0,2,4,5,6,7,8,10,11,12,13,14,15,16,17,27,28],"100":[0,2,4,5,6,7,11,12,13,28],"1000":[0,6,7,21,28],"100000000000":[16,17],"1001":11,"1005":4,"101":4,"101038":4,"1012":4,"101323":4,"101955":4,"102":4,"1021":4,"1025":11,"102750e":17,"103":4,"1035":4,"103702":4,"103789":4,"104":[4,7],"1043":4,"104427":4,"104997":4,"105":[4,12,13],"105082":4,"10522":4,"105704":4,"106":4,"1062":4,"106368":4,"106545":4,"10689":4,"107":4,"107187":4,"1075":4,"10782":4,"108":[4,14],"1082":4,"1085":10,"108571":4,"10877":4,"1088":4,"109":[4,7],"10941":4,"109679":4,"1098":4,"1099":4,"10e":11,"11":[0,4,5,7,8,10,11,13,14,15,17],"110":4,"11003":10,"1104":4,"1108":4,"111":4,"111023":4,"111583":4,"11182":4,"112":4,"11239":4,"1124":4,"113":4,"1130":4,"11346":4,"113492":17,"1135":4,"11376":4,"114":4,"114678":4,"11491":4,"115":[2,4],"11506":4,"115297":4,"11558":4,"115722":4,"11582":10,"116":4,"11686":4,"11695":4,"117":4,"11707":4,"1173":4,"1178":4,"118":4,"11802":4,"118229":4,"11854":4,"119":4,"1193":4,"1199":4,"11e":11,"12":[0,2,4,5,8,10,11,13,14,15,17,18],"120":4,"120000":[0,6],"120066":4,"1204":[4,17],"121":4,"121263":4,"12136":4,"1219":4,"122":4,"1222":4,"123":4,"123048":4,"12325":10,"123635":4,"1237":4,"123794969278e":14,"1239555":7,"124":4,"1241251901":15,"124379":17,"124496":4,"12457":10,"12460":10,"12461":10,"124931":4,"12495":4,"125":[0,4,6],"12500":0,"12522":4,"1254":4,"12548":4,"125553":4,"125886":4,"125968":4,"126":4,"126532":4,"127":4,"12741":4,"127442":4,"127957":4,"128":4,"12806":4,"129":4,"12974":4,"129879":4,"12e":[1,5,8,10,11,12,13,14],"13":[0,4,5,6,7,8,10,11,13,14,15,17],"130":4,"1301":10,"1302":10,"1306":4,"130725":4,"131":4,"13108":17,"1314":4,"131680e":17,"132":4,"132057":4,"1326":4,"13267":4,"1327":4,"13298":4,"133":4,"1334":4,"134":[4,14],"13416":4,"1345":10,"1346":10,"13461":10,"1347":10,"1348":10,"1349":10,"135":4,"135101":4,"135164":4,"1354":11,"1355":11,"13567":8,"136":4,"1360":4,"13607":4,"13626":14,"137":4,"13700":[5,7],"137502":4,"1379":4,"13796e":4,"138":4,"1380":17,"139":4,"139044":4,"1392":4,"139293101586e":14,"139732":4,"1398":4,"13e3":[0,6],"14":[0,4,5,6,8,10,11,13,14,15,17],"140":4,"1403":2,"141":4,"14112":4,"141361":4,"1415":4,"142":4,"14212":4,"143":4,"144":4,"144141":4,"14439":4,"14461":10,"1449":[4,11],"145":4,"145296":4,"145632":4,"146":4,"1468":4,"146844":4,"147":4,"1471":4,"1473":4,"14764":4,"1478":4,"148":[4,17],"1485":4,"148721":4,"149":4,"1492":4,"1494":11,"1498":4,"14e":11,"15":[0,2,4,6,7,8,10,11,13,14,15,17,21],"150":[4,7,11,12,13,14],"15000":[0,4,6,8,10,14,15,17],"1502":4,"150217":4,"15042":4,"150681":4,"151":4,"1514":4,"151616":4,"1517":4,"15186":4,"152":4,"1521":4,"1527":4,"153":4,"153329":4,"153852":4,"1539":11,"154":4,"155":4,"1551":4,"1553":4,"155342":4,"155662":11,"155678":7,"15594":4,"156":[4,7,17],"1560":4,"1567":4,"1569":4,"157":4,"1571":4,"1575":4,"158":4,"1585":11,"1586":4,"158640":7,"15884":4,"159":[4,7],"15907":4,"1599":4,"15e":11,"15msun":2,"16":[0,2,4,7,11,13,14,15,17],"160":4,"1606":4,"160675":11,"161":4,"1610":4,"1612":4,"1618":4,"162":4,"162006":4,"162038":4,"1622":4,"1624":[4,11],"162454":11,"16265":4,"1627":10,"162734":10,"162941":4,"163":[4,7],"1631":4,"1633":4,"163481":7,"1635760192":5,"1635760194":5,"1635760256":7,"1635760377":7,"1635760613":11,"1635760806":13,"1635760813":13,"1635760967":14,"1635760970":14,"1635761189":11,"1637":4,"164":4,"164714":4,"165":4,"16539":4,"16564":4,"166":[4,7],"1663":4,"166559":4,"167":[4,11],"1670":4,"16729":4,"16733":4,"1674":[4,11],"1678":4,"168":[4,7],"16833":4,"16837":4,"168379":7,"168558":4,"168972":4,"169":4,"1691":4,"1695":4,"169775":11,"17":[4,5,7,11,13,14,15,17],"170":4,"1703":11,"1708":4,"171":4,"171096":4,"1713":4,"1715":4,"172":4,"172014":4,"1722":4,"1729":4,"173":4,"1736":4,"174":4,"174169":4,"1747":4,"1749":11,"175":4,"175004":4,"1753":4,"17588":4,"176":4,"176751":11,"177":[4,7],"177444":4,"1775":4,"177551":4,"177727":4,"178":4,"1780":11,"1781":4,"1783":4,"1784":4,"1786":4,"179":4,"179142":4,"1792":4,"17932":4,"1796":4,"18":[4,11,13,15,17],"180":4,"1804":4,"180453":4,"1806":4,"1807":4,"1808":4,"1809":4,"181":4,"1810":4,"18108":4,"1811":4,"1812":4,"181244":4,"1813":4,"18139":4,"1814":[4,11],"18148":4,"1815":4,"1816":4,"1817":4,"181795":4,"1818":4,"1819":4,"181971798545e":14,"182":4,"1821":4,"1822":4,"1823":4,"1824":4,"1825":4,"1826":4,"1827":4,"1828":4,"1829":4,"183":4,"1830":4,"183048":4,"1831":4,"1833":4,"1834":4,"1835":4,"1838":4,"1839":4,"183974":4,"184":4,"1841":4,"1843":4,"1844":4,"184464":4,"1845":4,"1846":4,"1847":4,"184829":4,"185":4,"1851":[4,11],"1854":4,"1858":4,"186":[4,11],"1865":8,"187":4,"1876":4,"187694":4,"1877":4,"1879":11,"187993":4,"188":4,"1882":4,"189":4,"189239":4,"19":[4,7,11,14,17],"190":[0,4,17],"19097":4,"191":4,"1910":11,"1915":4,"191543":4,"192":4,"1920":4,"1923":4,"193":4,"193528":4,"19366":4,"19393":4,"194":4,"1947":11,"195":4,"1951":[0,6],"19521":4,"196":4,"196046":4,"196177":4,"19622":4,"196311":4,"1967":4,"1968":11,"197":4,"1972":[0,6],"1973":4,"1975":[0,6],"1977":4,"197729":4,"197x":[0,6],"198":4,"1980":2,"1983":30,"1986":[0,2,6],"1987":4,"1989":[0,6,11],"199":4,"19907":4,"1991":2,"1992":[0,6],"1993":[0,6],"1996":30,"1998":[0,2,4,6],"1999":[0,6],"19e":11,"1aearth":15,"1ajupit":15,"1amar":15,"1amercuri":15,"1aneptun":15,"1apluto":15,"1asaturn":15,"1auranu":15,"1avenu":15,"1ckzg0p9":[23,26],"1dex":[11,12,13],"1e":[0,6,7,8,10,11,17],"1e2":[0,6],"1e9":[0,6],"1gyr":28,"1m":11,"1mb":[7,11],"1mearth":15,"1mjupit":15,"1mmar":15,"1mmercuri":15,"1mneptun":15,"1mpluto":15,"1msaturn":15,"1msun":28,"1muranu":15,"1mvenu":15,"1s":[7,11],"1y":[0,6],"2":[0,1,2,4,5,6,7,8,9,10,11,12,13,14,15,17,18,21,22,23,25,26,28],"20":[0,4,5,7,8,11,12,13,14,15,17,28],"200":[0,4,6],"2000":[0,4,6],"2001":[2,12,13],"2002":[0,6],"2003":[0,2,6],"2004":[0,4,6],"2005":[0,4,6],"2008":4,"2009":[0,6],"201":4,"2010":[0,2,6,21],"2012":[0,2,6],"2013":[0,6],"2014":[0,2,4,6],"2015":[0,4,6],"2016":[0,6],"2017":[0,6,11,14,21],"2018":[0,1,4,6],"2019":[0,4,6,17],"202":4,"2020":[0,6],"2021":[0,4,5,7,11],"20211102":0,"202196":4,"202339":4,"202569":4,"20265":4,"202750e":17,"2029":4,"203":4,"2033":4,"204":4,"2044":4,"20447":4,"204663":4,"2048":11,"205":4,"2053":4,"205353":4,"205527":4,"205537":4,"2057":4,"206":[4,15],"2063":4,"20677":4,"207":4,"2071":11,"2075":4,"208":4,"2081":4,"208169":4,"208453":4,"20887":4,"208923":4,"209":4,"2091":11,"209274":4,"20938":4,"20980":4,"20e":[7,11],"21":[1,4,5,11,17],"210":[4,17],"21043":4,"211":[4,13],"2112":4,"2118":17,"212":4,"212034":4,"2122":11,"2127":4,"213":4,"2132":4,"21333":4,"213396":4,"2135":4,"213854":4,"214":4,"214274644851685":17,"2143":11,"2147":4,"215":4,"215504":4,"2156":4,"215638":4,"2157":4,"21587440567681537":14,"21587440567681548":14,"2158744056768156":14,"216":4,"21603":4,"216067":4,"2164":11,"216496":4,"216951":4,"217":4,"21764":4,"218":4,"2182":4,"218222":13,"21824":4,"2183":11,"21844":4,"219":4,"219029061236e":14,"219058":4,"2191":4,"21927":4,"21948":4,"21e":11,"22":[0,4,11,17],"220":4,"22036":4,"2206":11,"22098":4,"221":4,"2210":4,"2214":4,"2216":4,"221832":4,"222":4,"2221":4,"2224":4,"22281":4,"223":4,"2232":11,"2234":4,"224":4,"2245":11,"224923":4,"225":4,"225135":4,"22518":4,"22543":4,"2258":11,"226":4,"2261":4,"22611318083528548":7,"226424":4,"2266":4,"2268":4,"2269":11,"227":4,"227249":4,"2275":4,"22787":4,"227955577093495":14,"228":4,"2282":11,"228555":4,"229":4,"2291":4,"22936":4,"2295":4,"229591":4,"22e":7,"23":[4,11,14],"230":4,"2300":11,"230102":4,"2305":4,"230955":4,"231":4,"231680e":17,"231704":4,"232":4,"2329":11,"233":4,"2332":4,"2333":4,"2338":4,"234":[4,7],"2348":11,"235":[4,5],"23513":4,"2352":4,"235464":4,"235689312423":7,"236":[4,17],"2365":[11,17],"237":4,"2371":4,"237203":4,"237951":4,"238":4,"2383":11,"238584":4,"23894":4,"239":4,"239197":4,"239704":4,"24":[4,7,11],"240":4,"2400":11,"2403e":14,"2406":4,"24098":4,"241":4,"2413":4,"24165":4,"242":4,"2421":4,"242151":4,"2423":11,"242309":4,"2424":10,"243":[4,5],"243214":4,"243583":4,"2437":4,"2438":11,"2439":4,"244":[4,15],"2444":15,"244645":4,"245":4,"245209":4,"245223":4,"2454":11,"246":4,"2466":11,"246604":4,"246625":4,"246671":5,"247":4,"2472":4,"2477":[4,11],"248":[4,7],"248871":4,"249":4,"249106":4,"2492":11,"2493":4,"249848":4,"24e":11,"25":[0,4,7,11,17],"250":4,"25014bc73b334765a1c09a4e4a97ed66":11,"251":[4,7],"2514":4,"2516":11,"25164":4,"252":4,"2528":4,"252877":4,"2529":4,"253":4,"2537":11,"253705":4,"254":4,"2544031669784":14,"255":[0,4,6],"2551":4,"2552":4,"2554":11,"2556":4,"256":[4,5],"256488":4,"256783":4,"25694":4,"257":[4,30],"2570":11,"2572":14,"257278":4,"257437":4,"2576084265970895":14,"258":[4,7],"2583":4,"259":4,"2590":11,"25msun":[0,6],"26":[4,11],"260":4,"26051":4,"260676":4,"261":4,"2613":4,"261343":4,"26171201413c43f5b91552a374879940":5,"2618":4,"262":4,"2622":[4,11],"2626":4,"2629":4,"263":4,"263079":4,"2632":4,"263235":4,"2636":11,"264":4,"26416":4,"26441":4,"26456":4,"2646":17,"265":4,"2652":11,"266":4,"2663":4,"26637":4,"2664":4,"266485":4,"2666":11,"267":[4,7],"2670":4,"2671":4,"2672":4,"2673":4,"2674":4,"2676":4,"2677":4,"2678":4,"2679":4,"268":4,"2680":4,"2681":4,"2682":4,"2683":4,"2684":4,"2685":4,"2686":4,"2687":4,"2688":4,"2689":4,"269":4,"2690":4,"2691":[4,11],"2692":4,"2693":4,"2694":4,"2695":4,"2696":4,"2697":4,"2698":4,"2699":4,"27":[4,7,11,14],"270":4,"2700":4,"2701":4,"2702":4,"27025":4,"2703":4,"2704":4,"2705":4,"2706":4,"2707":4,"2708":4,"2709":4,"271":4,"2710":4,"2711":4,"2712":4,"2713":4,"2714":4,"27143e":14,"2715":4,"2716":4,"2717":4,"2718":4,"2719":4,"272":4,"2720":4,"2721":4,"2722":4,"2723":4,"2724":4,"2725":4,"2726":4,"2727":4,"2728":4,"2729":4,"272943":4,"273":4,"2730":4,"2731":4,"2732":4,"2733":[4,11],"2734":4,"274":4,"274206":4,"274445":4,"2746":11,"274854":4,"275":4,"2754":4,"27569e":4,"2757":11,"276":4,"2767":4,"277":4,"2773":4,"27734":4,"2775":11,"27767":4,"278":4,"27829":4,"279":4,"2791":4,"2795":11,"28":[4,6,7,8,10,11],"280":4,"2800":4,"2801":4,"2802":4,"280723":4,"280749":4,"281":[4,30],"281309":4,"28134439269236855":14,"2816":4,"2819":4,"282":4,"282234":4,"2823":4,"282623":4,"283":4,"2831":11,"2834":4,"2835":4,"2836":4,"28369":4,"283972":4,"284":4,"2845":11,"2846":4,"285":4,"286":4,"2861":11,"287":4,"2871":4,"2873":4,"2875":11,"2878":4,"288":4,"2881":4,"288353":4,"28867":4,"289":4,"2891":11,"2898":4,"28984":4,"28e":7,"29":[4,7,11,14],"290":4,"290684":4,"291":4,"29136":4,"2914":4,"292":4,"2921":4,"2924":4,"292641":4,"2927":4,"293":4,"2930":11,"2934e":17,"293512":4,"294":[4,5],"29427":14,"29448":14,"29457":14,"2947":[11,14],"295":4,"295543":4,"296":4,"2961":4,"2965":11,"296544":4,"2967":4,"2969346":2,"297":4,"297187":4,"297506":4,"298":4,"29816":4,"298194":4,"2982":11,"299":4,"2991":4,"2996":4,"29e":11,"2b66f805db424c48a1d29c45092b6e3c":7,"2d":[0,6],"2e":[8,11,17],"2f":17,"2m":[7,11],"2mb":[7,11],"2msun":[0,6],"2s":11,"3":[0,1,2,4,5,6,7,8,9,10,11,12,13,14,17,18,21,23,26,28],"30":[1,4,5,7,8,10,11,12,13,14,15,17],"300":[4,28],"3000":[0,6,15],"3002":4,"3008":4,"301":4,"3010":11,"301129":4,"301483":4,"3017":4,"302":[4,17],"3025":4,"302750e":17,"303":4,"3034":4,"3035":11,"303533":4,"3038":4,"30388e":4,"304":4,"3042":4,"30441":4,"3046":4,"3048":4,"305":4,"305334":4,"3059":11,"306":4,"30642":14,"3065":4,"306619":4,"3069":4,"307199":4,"3078":11,"308":4,"3081e":17,"3082":4,"308203":4,"3084":4,"309":4,"30902":14,"309361":4,"309461":4,"3096":4,"30975":4,"30e4":[0,6],"31":[0,4,6,7,11,17],"310":4,"3100":[4,11],"310029":4,"3101":4,"311":4,"312":[4,5],"3124":11,"312637":4,"3127":4,"313":4,"313623":11,"314":4,"31408":4,"314533":4,"3148":11,"315":4,"315124":4,"315223":4,"3154":4,"315404":4,"315903":4,"315973":4,"316":[4,7],"316118":4,"317":4,"3171":4,"3172":4,"3174":11,"3176":4,"317663":4,"317921":4,"318":4,"3185":4,"318753":4,"319":4,"3192":4,"3193":4,"31958":4,"3197":11,"31e":11,"32":[4,7,11,14,18,21],"320":4,"3205":14,"32076":4,"321":4,"321082":4,"3211":4,"32118":4,"3216":4,"321643":4,"322":4,"3223":4,"3228":[4,14],"32282":4,"323":4,"3231":[4,11],"323359":7,"3235":4,"324":4,"3243":4,"3244":4,"3245144":14,"3246":4,"3247":4,"3248":4,"325":4,"325197":4,"3256":11,"325743":4,"325965":4,"326":4,"326147":4,"32620":4,"32631":4,"3264":4,"326601":4,"32684":4,"327":4,"3273":[4,11],"328":4,"328066":4,"3282":4,"328512":4,"329":[4,7],"3294":11,"32e":11,"33":[4,11],"330":4,"331":4,"331680e":17,"332":4,"332091":4,"3321":11,"332251":4,"332777":4,"33295":4,"333":4,"333032":4,"3331":4,"334":4,"33451":4,"33469":8,"3348":11,"335":4,"335153":4,"3352":4,"335342":4,"335428":4,"33552":4,"335642":4,"335847":4,"336":4,"336295":4,"3368":4,"33699":14,"337":4,"33719":4,"337249":4,"3373":11,"338":[4,8],"33817":17,"33879":4,"339":4,"3394":11,"339587":4,"3396":4,"34":[4,5,6,7,8,10,11,12,14,15],"340":4,"34018":4,"340477":4,"34081":4,"341":4,"3412":4,"34126":4,"34175":4,"3419":4,"342":[4,11],"34213":8,"342134":4,"3422":11,"342474":4,"3429":4,"343":4,"3438":4,"344":4,"34421":17,"3445":11,"344772":4,"3448":4,"345":4,"34537":4,"345842":11,"346":4,"3461":4,"3462":4,"3464":11,"3469":4,"347":4,"3471":4,"347169":4,"347405":4,"347623":4,"348":[4,7],"3483":11,"34870":4,"349":4,"3495":4,"3497":4,"34e":7,"35":[2,4,7,11],"350":[4,11],"3502":4,"35051":4,"3507":4,"3509":11,"351":4,"351532":4,"3518":4,"352":4,"3529":4,"353":4,"3533":11,"353432":4,"3536":4,"354":4,"3540":17,"354576":4,"35487":4,"354981":4,"355":4,"3550":11,"35505":4,"355513":4,"3559":4,"356":4,"3563":4,"3568":11,"356812":4,"357":4,"358":4,"3583":4,"3588":11,"3589":4,"35895":4,"359":4,"3591":4,"359784":4,"359881":4,"3599":4,"36":[4,7,11,14],"360":4,"360093":4,"36016":4,"361":4,"3616":4,"362":4,"3622":11,"362601":4,"36298":4,"363":4,"3630":17,"3631":17,"36314":4,"3632":17,"36323":4,"3633":17,"3634":17,"3635":17,"364":4,"3640":11,"364017":4,"36403":4,"364747":4,"3649":4,"365":4,"3657":11,"365763":4,"365949":4,"366":4,"366259":4,"366392":4,"367":4,"367065497322e":14,"367268":4,"3674":4,"36747":4,"3676":11,"367793":4,"368":4,"368345":4,"3688":4,"369":4,"3695":4,"36957":4,"3698":4,"36e":11,"37":[4,7,11],"370":4,"3702e":17,"3706":11,"371":4,"371427":4,"371458":4,"371625":4,"3719":4,"372":4,"3726":[4,11],"3729":4,"373":4,"373282":4,"374":4,"37409":4,"3746":11,"374905":4,"375":4,"3752":4,"375537":4,"3757":4,"375712":4,"3758":4,"376":4,"376059":4,"3763":11,"376604":4,"3767":4,"377":4,"3771":4,"378":4,"3781":4,"3786":11,"37874":4,"379":4,"379292":4,"37e":11,"38":[0,4,7,11],"380":4,"38009":4,"380393":4,"380887":4,"381":4,"3811":11,"382":4,"382144":4,"382472":4,"383":4,"38316":4,"3832":11,"384":4,"3849":11,"385":4,"386":4,"387":4,"3875":11,"38788e":14,"388":4,"388321":4,"389":4,"38908":4,"389208":4,"38921":4,"389749":4,"38m":11,"39":[4,5,6,7,9,10,11,12,13,14,15,16],"390":4,"3905":11,"391":4,"3914":17,"39152e":4,"391798":4,"392":[4,17],"39205":14,"392194":4,"392487":4,"3927":17,"3928":[4,17],"3929":17,"393":4,"3930":[11,17],"3931":[11,17],"3932":17,"393886":4,"394":4,"394722435913e":14,"395":4,"39521":4,"3954":11,"3957":4,"3959":4,"396":4,"396133472739e":14,"396288708628e":14,"3963":4,"396675941641e":14,"3967":4,"397":4,"3971":4,"39754":14,"3977":11,"397754":4,"3978":4,"398":4,"39831":4,"39834":4,"398381":4,"398419":4,"398927":4,"399":4,"3995":4,"3999999999996":13,"3d":[0,6],"3e":17,"3m":11,"3mb":[7,11],"3msun":2,"3s":[7,11],"4":[0,1,2,4,5,6,7,8,9,10,11,12,13,14,15,17,19,28],"40":[4,7,11,12,13],"400":4,"4000":[0,11],"40049":4,"401":4,"4011":4,"401263":4,"4013":4,"401728":4,"4018":4,"402":4,"40238":4,"402750e":17,"402961":4,"403":4,"40339":4,"404":4,"4046":4,"404641347602e":14,"4048":4,"404962":4,"404ce27a0":0,"405":4,"405068":4,"405577":4,"406":[4,11],"407":4,"40735":4,"4076":4,"408":4,"409":4,"4098":4,"40e":11,"41":[4,11],"410":[4,17],"4101":4,"4102":4,"4108":4,"410828":4,"411":4,"411151":4,"412":4,"41238":4,"413":[4,5],"413467":4,"414":4,"41457":4,"4146":4,"41485":4,"414875":4,"415":4,"416":4,"416141":5,"4162":4,"417":4,"41726":4,"4176":4,"418":4,"418029":4,"4182":4,"4183":4,"4184":4,"4186":4,"41862":4,"418757":4,"4188":4,"419":4,"4192":4,"4197":4,"41996":4,"41e":11,"42":[0,4,7,11],"420":4,"420182":4,"4202":4,"420316":4,"4205":4,"42052":4,"42097":4,"421":4,"421365":4,"421436":4,"421475":4,"4218":4,"4219":4,"422":4,"422436":4,"42266":4,"4229":4,"423":4,"42362":4,"424":[4,5],"4243":4,"424712":4,"424924":4,"425":4,"4251":4,"4256":4,"425788":4,"426":4,"427":4,"427601421985e":14,"42785":4,"428":4,"428699":4,"429":[4,11],"429122":4,"429398":4,"42e":11,"42msun":[0,6],"43":[4,11],"430":4,"4304":4,"430936289925951":14,"431":4,"4311":4,"431313":4,"431680e":17,"43173":4,"432":4,"4321":4,"432729":4,"433":[4,14],"4330":4,"433207":11,"4333":4,"433477":4,"434":4,"43422e":14,"435":4,"4357":4,"435809":4,"436":4,"43618":4,"4365":4,"4369":4,"437":[4,11,14],"43711":14,"4379":4,"438":4,"4380":4,"4385":4,"438686":4,"4387":4,"438861":4,"439":4,"4397":14,"44":[4,11],"440":4,"441":4,"441158":4,"44170":4,"442":4,"44211":4,"4422":4,"44223e":4,"443":4,"4433":4,"4438":4,"444":[4,17],"444217227690e":14,"445":4,"4454":4,"4455":4,"44558":4,"445821":4,"446":4,"447":4,"447918":4,"448":4,"448242":4,"448401":4,"44852":4,"449":[4,11],"4493":4,"44e":11,"44msun":[0,6],"45":[4,5,7,11,14],"450":4,"4500":6,"45000000080":14,"4501":4,"4504":14,"450629":4,"4507":4,"450818":4,"450828476487e":14,"4509":4,"451":[4,7],"45114":4,"451192744924e":14,"451732":4,"452":4,"453":4,"4530":[8,10,17],"453059":11,"453317880232e":14,"453348":4,"453412":4,"453932":4,"454":4,"4540":4,"454013":4,"45407":14,"454268":4,"454409":4,"455":4,"45534":4,"455552":4,"456":11,"456313":4,"456519":4,"457":4,"45757":4,"457987":4,"458":4,"458064":4,"458272":17,"4588":4,"45889":4,"459":4,"459382":4,"45msun":[0,6],"46":[4,7,11,14],"460":4,"460081":4,"46057":4,"46089":4,"462":[4,17],"4621":14,"4622":4,"46220":4,"4623":4,"462779538274e":14,"463":4,"463455":4,"464":4,"464494":4,"465":4,"465133":4,"46573":14,"465867":4,"46607":4,"4666":4,"4670":4,"4673":4,"467851":4,"468":4,"4680":7,"46822":4,"4683":4,"469":4,"46901":4,"469056":4,"469524":4,"47":[4,7,11],"470":4,"471":4,"4710":4,"471379":4,"4714":4,"472":[13,17],"472105":4,"472318":4,"4734":4,"473762":4,"474":4,"47419":4,"475":4,"4752":4,"475287":4,"47534":4,"4755":4,"4759":4,"476":4,"4764":4,"476589":4,"477":4,"477089":4,"4773":4,"47745":14,"477535":4,"477791":4,"478":4,"478253":4,"478315":4,"4788":4,"478807":4,"479":4,"47946":4,"4797":4,"479973":4,"48":[4,11],"480":4,"480045":4,"48046":4,"4807":4,"4809":4,"481":4,"482":4,"4822":4,"4825":4,"482668":4,"483":4,"48336":4,"4838":[6,8,10],"484":4,"4845":4,"485":4,"48586":4,"486":4,"4862":4,"4865":4,"4867":4,"4872":4,"48749":4,"4877":4,"488":4,"48809":4,"489":4,"489077":4,"48926":4,"48e":[7,11],"49":[4,5,11],"490":4,"491":4,"491811":4,"492":4,"492242":4,"492302":4,"492484":4,"492707":4,"492818":4,"493":4,"493648":4,"493975":4,"494":4,"4945":4,"4949":4,"495":4,"4957":4,"4959":4,"495924":4,"496":4,"4961":4,"496312":4,"4966016":13,"497":4,"497008":4,"497294":4,"498":4,"4981":4,"498232":4,"499":4,"49e":11,"4b8c7f4a86e445099d73f27dffaad94b":13,"4e":[0,6,17],"4e3":[0,6],"4m":11,"4mb":[7,11],"4s":[7,11],"5":[0,1,2,4,5,6,7,8,9,10,11,12,13,14,15,17,19],"50":[0,4,6,7,11,13],"500":[0,4,6],"500000e":17,"501":4,"5017":4,"502":4,"502451":4,"502775":4,"502841":4,"503":4,"503726":4,"504":4,"5043":4,"5046":4,"505":4,"5051":4,"50537":4,"506":4,"5064":4,"50652":4,"5066257":13,"50682":4,"50687":4,"507":4,"507104":4,"507443":4,"508":[4,14],"5089":4,"509":4,"5094":4,"50973":4,"50e":11,"50fb66cc659c46c8bbc29fe0c8651c2f":14,"51":[4,7,11],"510":4,"511":4,"511114":4,"5112":4,"5114":4,"5117":4,"512":4,"512561":4,"512617":4,"513":4,"514":4,"514087":4,"51478":4,"514898":4,"514916":4,"515":11,"515062":4,"5164":4,"517":4,"51742":4,"517454":4,"5175":4,"518":4,"51803":8,"51809":4,"51819":4,"518397":4,"518757914":12,"518851":4,"519":4,"51e":11,"52":[4,5,7,11],"52058":4,"5208":4,"520903":4,"5217":4,"522":4,"5221":4,"523":4,"523485":4,"523561":4,"524":4,"52414":14,"52415":14,"5244":4,"524629":17,"524755":4,"525":4,"526":4,"527":4,"528":4,"528102":4,"5286":4,"529":4,"5294":14,"52e":11,"53":[4,5,7,11],"530":4,"5301":4,"5309":4,"531":4,"531293":4,"531411":4,"5317":4,"532":4,"5324":4,"533":4,"5333":4,"534":4,"534699":4,"535":4,"5358":4,"536":4,"5366":4,"53715":4,"5374":4,"537743":4,"538":4,"53854":4,"539":4,"539343":4,"539941":4,"53e":11,"54":[4,11],"54027":4,"5403":4,"541":4,"541792":4,"542":4,"5423":4,"542419":4,"543":4,"54307":4,"54371":4,"544":4,"54439":4,"544482":4,"545":4,"5456":4,"545743":4,"546":4,"5462":4,"547002":4,"547729":4,"548":4,"5483":14,"548589":4,"548740826516e":14,"548864":4,"549":4,"5493":4,"54949":4,"55":[2,4,5,7,11,13,14],"550575":4,"551":[4,5],"551072":4,"552":4,"552711":4,"5528":4,"553":4,"5532":4,"554":4,"55458":8,"55473":4,"555":[4,7],"5556":4,"5557":4,"557":4,"558":4,"559":4,"5593":4,"55982":4,"559889":4,"55e":11,"56":[0,4,7,11,14],"560118":4,"5603":4,"561":4,"5612":4,"5619":4,"562":4,"562029":17,"56228":4,"564":4,"565":4,"56518":4,"5652":4,"566":[4,17],"566263":4,"56631":4,"566495":4,"567":4,"567303":4,"567898":4,"568":4,"5681":4,"56865":4,"569":4,"569581":4,"5696":4,"56e":11,"57":[4,5,7,11],"570":4,"570222":4,"5703":4,"57062":4,"57093":4,"571":4,"5712":4,"57141":4,"5717":14,"572":4,"573":4,"5734":4,"5735":4,"573703":4,"5738":4,"573874":4,"574":4,"57443":8,"5747":0,"574826":4,"575":4,"57538":4,"57571":14,"576":4,"577":4,"57739":4,"5775":4,"577826":4,"578":4,"57878":4,"579":4,"579099761269e":14,"5791":4,"5794":4,"5795":4,"5796":4,"5798":4,"58":[4,11],"581":4,"5812":4,"581558":4,"58166":4,"582":4,"582318":4,"583":4,"58332":4,"583346":4,"583436":4,"584622":4,"585":4,"58504":4,"58518":14,"585985":4,"586":4,"587":[4,13],"588":4,"588396":4,"5885":4,"589":4,"58e":7,"59":[4,5,11],"590":4,"5904":4,"590877":4,"591":4,"5919":4,"592":4,"592309":4,"592733":4,"593":4,"594":4,"59429":4,"59452":8,"595":4,"596":[4,11],"59616":4,"596161":4,"597":4,"5977":4,"598":4,"5982":4,"59867":4,"59e":11,"5dex":[7,11,12,13],"5e":11,"5m":11,"5mb":[7,11],"5msun":[0,6],"5s":11,"6":[0,1,4,5,6,7,8,9,10,11,12,13,14,17,23,26],"60":[4,11,14],"600":4,"6000":[0,6],"600000":0,"60007":14,"600258":4,"600593":4,"6008":4,"601":4,"60101":4,"602":4,"603":[4,11],"6032":4,"604":4,"60468":4,"605":4,"60547":4,"6058":4,"606":[4,11],"606169":4,"60636":4,"607":11,"608":[4,11],"608269":4,"608402":17,"608485":4,"608655":4,"60876":4,"609":4,"6094":4,"61":[4,11],"610184":4,"610285":4,"611":[4,11],"61117":4,"611632":4,"611763":4,"611785":4,"612":[4,11],"612281":4,"613":[4,11],"613167":4,"614":[4,11],"6145":4,"615":4,"615165":4,"61521":4,"616":[4,11],"6161":4,"616737":4,"61679":4,"617":[4,11],"617224":4,"6179":4,"618":4,"6181":4,"6182":4,"618382":4,"618445":4,"6185":4,"618705":4,"619":[4,11],"619099":4,"61e":11,"62":[0,4,11],"620":11,"621":13,"6212":4,"62124":17,"621375":4,"6215":4,"62172":10,"622":4,"62200":4,"622081":4,"622494":4,"6225":4,"623":11,"623052":4,"623232":4,"623354":4,"62366":4,"624":[4,11],"624125":4,"6249793":14,"625":[0,4],"62549":4,"626":[4,11],"627748":17,"628":[4,11],"628169":4,"629":[4,11],"63":[4,7,11],"630":11,"631":[4,7],"63153":4,"632":[4,11],"6328":4,"633":4,"633148":4,"633684":4,"634":[4,11],"634261":4,"6344":4,"634667":17,"635":[0,6,11],"63566e":4,"635703":4,"636":11,"636985":4,"637":[4,11],"637666":4,"637754":4,"6379":4,"638":[4,11],"63818":4,"6384":4,"6388":4,"639":[4,11,17],"63923":4,"639951":4,"63e":11,"64":[4,11],"640":[4,11],"6409":4,"641":11,"6413":4,"64137":4,"642":11,"64207":4,"64265":4,"6429":4,"643":11,"64359":4,"6438124832773024":11,"644":[4,11],"644553":10,"64463":4,"645":[4,10,11,17],"645286":4,"645339":4,"645763":4,"646":4,"64611":4,"646273":4,"647":4,"647161":4,"64724":4,"6474":4,"6475":4,"648":4,"648549":4,"6485656144116352":11,"648566":11,"6489":4,"6492":4,"6493":4,"64932":4,"649327":4,"64e":11,"65":[4,11,28],"651":4,"6514":4,"6515":4,"65262":4,"652638":11,"652755":4,"653":[4,14],"6548":4,"6550":4,"6552":4,"655371":4,"6556":4,"6559":4,"656":4,"6562":4,"657":4,"6571":4,"6579":4,"658":4,"6588":4,"659":4,"659393":4,"659448":4,"659469":4,"659526":4,"659581":4,"659743":4,"65976":4,"65e":11,"66":[4,11],"66003":14,"66016":4,"66025":4,"6602514":11,"6604":4,"660415":4,"661":4,"661725":4,"662":4,"6626":4,"663":4,"663251":4,"663976":4,"664":4,"664546":4,"6649":4,"665406":4,"66554":4,"665969":4,"666661":4,"667":4,"6674":4,"668":4,"668328":4,"669":4,"66915":4,"669442":4,"66e":11,"67":[4,11],"670":4,"67023":4,"670337":4,"670413":4,"670422":4,"67059":4,"671":4,"671001":4,"671551":4,"67179":4,"672":4,"67245":4,"673":4,"674":4,"674063083432e":14,"6745":4,"674645":4,"6747":4,"6749":4,"675":4,"675689":4,"6758":4,"67586e":14,"676":4,"676181":4,"676215":4,"6764":4,"6765":4,"677":4,"6771":4,"677623":4,"678":4,"679":[4,7],"679223":4,"6797":4,"67e":11,"68":[4,7,11],"681":4,"681473":4,"681487":4,"6816":4,"682":[4,7],"6822":4,"683":4,"6831":4,"6832":4,"6834":4,"683467":4,"68376":4,"684":[4,7,14],"684890":11,"685":[7,11],"685255":4,"685872":4,"686":4,"686591":4,"687":[4,7],"68746":4,"68748":14,"688":[4,7],"6883":4,"6885":4,"689":4,"689781":4,"689835":4,"68e":11,"69":[4,11],"690":11,"690194":11,"690203":4,"6905":4,"690746":4,"6908":4,"6909":4,"691":[4,7],"691586":4,"692":4,"693":[4,7],"693128":4,"693321":4,"6934":4,"693944":4,"694":[4,7,11],"6944":0,"694517":11,"695":[4,14],"6952":4,"695505":4,"69569":4,"696":4,"696003":17,"696284":4,"697":4,"6975":4,"697827":4,"698":[4,11],"69808":4,"698517":4,"6989":4,"699":4,"6e":[7,11],"6e1":2,"6e5":[0,6],"6m":11,"6mb":[7,11],"6msun":[0,6],"6s":[7,11],"7":[0,1,2,4,5,6,7,8,10,11,12,13,14,16,17,23,26],"70":[2,4,7,11,14],"700":[4,17],"70005":4,"700359":4,"70043":4,"70052":4,"70054":4,"701":4,"702":4,"70235":4,"7028":4,"703":4,"703545":4,"70365":4,"704":4,"70429":4,"7046":4,"705":[4,17],"7052":4,"705715":4,"706":4,"7060":4,"706029":4,"706126":4,"706483":4,"706780":11,"7069":4,"706984":4,"707":[4,11],"708":4,"7085":4,"7087":17,"709":4,"7093":4,"709965":4,"70e":11,"71":[4,11],"710":4,"71025":14,"7106":17,"7107":4,"7108":4,"711":4,"7114":4,"71196":14,"712":4,"712414":4,"7128":14,"713946":4,"714712":4,"716":[4,10],"71617":10,"71662":8,"71746":4,"71818":4,"7184":4,"718549":4,"7188":4,"719058":4,"71e":11,"72":[4,11],"720749":4,"721":4,"7210":4,"7214":4,"7219":4,"722":4,"72386":4,"724":[4,8],"72498e":[8,14],"725":4,"725718":4,"726":17,"726002":4,"72611":4,"72617":4,"7267":4,"7269":4,"727":4,"727196":4,"72764":4,"728":[4,7],"7282":4,"728237":4,"72832e":4,"728797":4,"729":4,"729193":4,"7292":4,"7296":4,"72983":4,"72e":11,"73":[4,11,14],"730":4,"731":4,"7315":4,"7319":4,"732":4,"7322":4,"732244":7,"7324":4,"7326":4,"732818":4,"732953":4,"732983":4,"7335":4,"734":4,"7342":4,"734534":4,"735":4,"7354":4,"7359":4,"736":[4,7],"736112":4,"7365":4,"737":4,"7370":4,"737411":4,"738":4,"7380":4,"7381":4,"738399":4,"7384":4,"7385":4,"738524":4,"7386":4,"739":4,"7390":4,"739962":4,"73e":11,"74":[4,11],"740":4,"740494":4,"740929":4,"7413":4,"741346":4,"741448":4,"7418":4,"7419":4,"742":4,"7420":4,"7421":4,"7422":4,"7423":4,"7424":4,"7425":4,"7426":4,"7427":4,"7428":4,"7429":4,"743":4,"7430":4,"7431":4,"743118":4,"7432":4,"7433":4,"7434":4,"7435":4,"7436":4,"7437":4,"7438":4,"743837":4,"7439":4,"744":4,"7440":4,"7446":4,"7447":4,"7448":4,"7449":4,"745":4,"7450":4,"7451":4,"7452":4,"7453":4,"7454":4,"7455":4,"7456":4,"7457":4,"7458":4,"74583":4,"7459":4,"746":4,"7460":4,"7461":4,"7462":4,"747":4,"7472":4,"748":[4,17],"748832":4,"749":4,"75":[0,4,7,11],"750":[4,5],"7500":4,"75005":4,"750149":4,"750806":4,"7509":17,"751305":4,"752":4,"752134":4,"752438":4,"7527":4,"753":4,"7530":4,"7536":4,"7537":4,"754":4,"754141":4,"7544":4,"755":4,"75508":4,"755323":4,"7554":4,"7557":4,"756":4,"7561":14,"7564":4,"7566":4,"756795":4,"757":[4,7],"757025":4,"7572":4,"758":[4,17],"7582":4,"7589":4,"759":4,"75921":4,"75931":4,"7595":4,"7598":4,"75e":11,"76":[4,11],"760064":4,"760389":4,"7605":4,"7607":4,"761":4,"7612":4,"7613":4,"76134":4,"761478":4,"7617":4,"7619":0,"7620":4,"7622":4,"7626":4,"7629":4,"763":[2,4],"7631":4,"7633":4,"7635":4,"764":4,"76416e":4,"7644":4,"7645":4,"764629":4,"7647":4,"7647737053496777":14,"764989":4,"765":4,"7650":4,"7657":4,"7659":4,"766":4,"766094":4,"7666":4,"7669":4,"767":4,"7671":4,"7675":4,"7677":4,"7678":4,"7679":4,"768":4,"7683":4,"768339":4,"7684":4,"768655":4,"7689":4,"769":4,"7690":4,"7691":4,"769195":4,"7695":17,"76e":7,"77":[4,11,13],"7705":4,"770532":4,"7706":4,"7709":4,"7714":4,"7717":4,"7718":4,"772":4,"7720":4,"7721":4,"772169325355e":14,"7722":4,"7727":4,"7728":4,"77287":14,"773":4,"7730":4,"7731":4,"773166":4,"7734":4,"7735":4,"7736":4,"7737":4,"774":4,"7741":4,"77416":4,"7742":4,"7743":4,"7745":4,"77455":4,"7748":4,"774954":4,"774969":4,"775":[4,17],"7750":4,"77505":4,"7751":4,"7752":4,"77541":4,"7757":4,"7759":4,"776":[4,17],"7761":4,"77624":4,"776263":4,"77631":4,"7764":4,"7765":4,"776523":4,"7766":4,"7767":4,"776818":4,"7769":4,"777":4,"7772":4,"7773":[4,17],"7774":4,"77766":4,"7779":4,"778":4,"7781":4,"7782":4,"7785":4,"7789":4,"779":4,"7790":4,"779197348711e":14,"7792":4,"7795":4,"7797":4,"78":[4,11],"78012":4,"7803":4,"7806":4,"7809":14,"781":4,"781046":4,"78125":0,"7813":4,"7817":4,"7819":4,"782":4,"7823":4,"7825":4,"7826":4,"7827":4,"7828":4,"783":[4,10],"7831":4,"7836":4,"783746":4,"783792":4,"784":4,"7840":4,"7842":4,"7843":4,"7844":4,"7845":4,"7848":4,"78488":4,"784972":4,"785":4,"7852":4,"785539":4,"7856":4,"7858":4,"786":4,"786062":4,"7861":4,"7863":4,"7864":4,"7868":4,"786e":17,"787":4,"7871":4,"787102":4,"787368":4,"7874":4,"7875":4,"7877":4,"787705":4,"7879":4,"788":4,"78817":17,"7882":4,"7883":4,"7886":4,"7887":4,"789":4,"789064":4,"7891":4,"789188":4,"7893":4,"7898":4,"789859":4,"7899":4,"78e":11,"79":[4,11],"7901":4,"7902":4,"7903":4,"7905":4,"7907":4,"7909":4,"79092":14,"790941":4,"791":4,"7911":4,"7912":4,"791274":4,"7913":4,"791478":4,"7916":4,"7918":4,"7919":4,"791991":4,"792":4,"7920":4,"7925":4,"7926":4,"79264":4,"7927":4,"792721":4,"792744":4,"7928":4,"7933":4,"7934":4,"7936":4,"793832":4,"7941":4,"79412":4,"7942":4,"7943":4,"7944":4,"79487":14,"795":[2,4],"795024":4,"7958":4,"796":4,"7960":4,"7962":4,"7964":4,"796455":17,"7965":4,"7967":4,"7968":4,"7969":4,"797":4,"7973":4,"7974":4,"7975":4,"7979":4,"798":4,"7980":4,"7982":4,"7988":4,"799":4,"7990":4,"79911":4,"7996":4,"7997":4,"799889":4,"79e":11,"7a2e4301f5224b2cb8939d2297df0aad":13,"7e":11,"7m":11,"7mb":11,"7s":7,"8":[0,2,4,5,6,7,8,10,11,12,13,14,17],"80":[2,4,11,28],"800":5,"8000":4,"8001":4,"8003":4,"8004":4,"8008":4,"8009":4,"801":4,"8010":4,"8012":4,"8013":4,"802":4,"802706":5,"802986496151e":14,"803":4,"8031":4,"8034":4,"8039":4,"804":4,"80402":4,"8043":4,"8044":4,"8047":4,"8048":4,"804961":4,"805":4,"8050":4,"8053":4,"8055":4,"805733":4,"8058":4,"8059":4,"80592":14,"806":4,"8060":4,"80602":17,"8062":4,"806431":4,"8065":4,"8066":4,"8067":4,"806722":4,"807":4,"8071":4,"8073":4,"807331":4,"807361":4,"8074":4,"807403":4,"8076":4,"8079":4,"808":4,"808134":4,"809":[4,5],"8091":4,"8095":4,"80954":4,"809662":4,"80e":11,"80msol":2,"81":[4,7,11],"810":7,"8101":4,"8104":4,"8105":4,"81066":14,"8107":4,"8108":4,"8109":4,"811":4,"8111":4,"8115":4,"812":4,"8121":4,"8123":4,"8124797":5,"813":4,"81352":4,"8138":4,"81395":8,"814":4,"8140":4,"8141":4,"814387":4,"81495":14,"81499":14,"815":4,"8151":4,"81529":14,"81536":14,"8155":4,"81562":4,"81563":14,"8158":4,"816":4,"8163":4,"81636":14,"81689":14,"816958":4,"817":[4,10],"81705":4,"817432":4,"817620e":17,"81762e":17,"817843":4,"817888":4,"818":4,"8182":4,"818294":4,"819":4,"8194":4,"8195":4,"81957":14,"8196":4,"819715":4,"8199":4,"81e":11,"82":[4,11],"8200":4,"8202":4,"8205":4,"82061":14,"82064":4,"82074":14,"82088":14,"821":4,"82123":14,"821301":4,"821367":4,"8216":14,"822":4,"82224":4,"8224":4,"82245":4,"82255":14,"823":4,"823059079115e":14,"82325":4,"8234":4,"823767":4,"824494":4,"8245":4,"8247":4,"824848":4,"82486":4,"8249":4,"825":4,"8250":4,"825086":4,"8251":4,"8252":4,"8254":4,"82563":11,"825648":4,"826":4,"8261":4,"8263":4,"82642":4,"826771":4,"8268":4,"826831":4,"827":4,"8271":4,"8276":4,"82797":4,"828":4,"8280":4,"828241":4,"828858":4,"829":4,"829017":4,"8292":4,"8293":4,"8295":4,"829668":4,"829726":4,"829757":4,"8299":4,"82e":11,"83":[4,7,11],"830":[4,17],"8300":4,"8303":4,"830541":4,"831236":4,"832":4,"832981":4,"833":4,"8339":4,"834303":4,"834483":4,"835":4,"8354":4,"836":[4,5],"836621":4,"83672":4,"836783":4,"837":4,"8372":4,"83762":4,"8377":4,"837816":4,"8379":4,"838":[4,5],"838411":5,"838423":4,"83843":4,"839":4,"8399":4,"83e":11,"84":[4,7,11],"840":4,"84029":4,"84071":4,"840796":4,"840994":4,"841":4,"841284":4,"841718":4,"8427e":17,"8429":4,"843":4,"8435":4,"8435e":17,"844":[4,5],"8441":4,"84428":4,"8443":4,"845":4,"84502":4,"8452":4,"845387":4,"845641":4,"846":[4,5],"846045":5,"847":4,"847153":4,"84827":4,"848380621869e":8,"848866":4,"8493":4,"85":[4,7,11,28],"850":4,"850309":4,"851":4,"851646":4,"852":4,"852252":4,"8523":4,"852712":4,"853":4,"8533":4,"854":4,"85406e":4,"8544":4,"8545":4,"854649":4,"855":4,"856":[4,11],"85661":17,"8569":4,"857":4,"8573":4,"857699":4,"8577":4,"858":[4,5],"8585":4,"859":4,"8596":4,"859753":4,"8598":4,"859977":4,"86":[4,7,11],"860402":4,"8605":4,"861":4,"861368":4,"863":[4,7],"86323":4,"86334":4,"8635":4,"8638":4,"865":4,"8653":4,"8654":4,"865806":4,"866":4,"8664":4,"867":4,"86728":4,"8674":4,"8678":4,"86794":4,"868":4,"8683":4,"86878":4,"869":4,"86918":4,"8694":4,"869544":4,"87":[4,11,14],"870":4,"8704":4,"8706":4,"8708":4,"871":4,"872":[4,14],"872312":4,"872316":4,"873":4,"8731":4,"873639":4,"874":4,"874638":4,"875":4,"876":4,"876084":4,"876382":4,"877":4,"877963":4,"878":4,"87813":4,"878253":4,"879":4,"8791":4,"87e":11,"88":[4,11],"880":4,"8805":4,"880528":4,"881":4,"8813":4,"882017":4,"8828":4,"883":4,"883252":4,"88343":4,"8837":4,"884":4,"8840":4,"8843":4,"88441":4,"884461":4,"8846":4,"8848":4,"885":4,"8851":4,"8853":4,"8855":4,"885537":4,"8856":4,"8858":4,"88581":4,"886":4,"8860":4,"8862":[4,14],"8864":4,"8866":4,"8867":4,"8868":4,"8869":4,"887":4,"8870":4,"8871":4,"8872":4,"8873":4,"8874":4,"8875":4,"8876":4,"8877":4,"8878":4,"888":4,"8880":4,"8881":4,"888123":4,"8882":4,"8884":4,"8886":4,"888613":4,"8887":4,"8889":4,"889":4,"8891":4,"8892":4,"8893":4,"8894":4,"8896":4,"8897":4,"8898":4,"8899":4,"89":[4,5,11,13],"890":4,"8901":4,"8902":4,"8903":4,"8904":4,"8906":4,"8907":4,"8908":4,"8909":4,"891":4,"8910":4,"891056":4,"8911":4,"8912":4,"8917":4,"892":4,"89211":17,"8924":4,"8926":4,"893":4,"8934":4,"8935":4,"8939":4,"893941":4,"894":4,"894041":4,"8941":4,"8949":4,"895":4,"895821":4,"896":4,"8961":4,"896110e":17,"896196":4,"896286":4,"8972":4,"8975":4,"897612":4,"898":4,"8982":4,"898786":4,"899":4,"8992":4,"899464":4,"8a7d52edc59346ce991063d9e05e9ba7":5,"8bc1eafea1c34b05894c1618639d8c37":14,"8e":[0,6],"8m":[7,11],"8mb":11,"8s":[7,11],"9":[0,4,5,6,7,8,10,11,13,14,17,21],"90":[4,7,11],"900":4,"901":4,"901988":4,"902":4,"903":4,"9032":4,"9036":4,"9038":4,"904":4,"9043":4,"9046":4,"9047":4,"905":4,"905335716621e":14,"9057":4,"906":4,"906059":4,"906299":4,"90695":4,"907":4,"9071":4,"90716":4,"9073":4,"9074":4,"908":4,"9087":4,"909":4,"9093":4,"9098":4,"90e":11,"91":[4,7,11],"910419":4,"9105":4,"910817":4,"910981":4,"911":4,"9110":4,"911093":4,"9113":4,"912":4,"912238":4,"912283":4,"912289":4,"912327":4,"9127":4,"912919":4,"913":4,"9139":4,"914":4,"9147":4,"9148":4,"915":[4,7],"915148":4,"915221":4,"9153":4,"91548":4,"916":4,"916093":4,"916207":4,"917":4,"917439":4,"9179":4,"918":4,"918543":4,"9189":4,"919":4,"9196":4,"91e":11,"92":[4,11],"920":4,"9203":4,"9206":4,"920832":4,"921":4,"9214":4,"922":4,"922199":4,"923":4,"92382":4,"924":4,"924056":17,"925":4,"9253":4,"9255":4,"9256":4,"925761":4,"926":4,"9263":4,"9264":4,"927":4,"929":4,"929511":4,"92995":4,"92e":11,"93":[4,11,14],"930":[4,13],"930282":4,"9304":4,"93044":4,"9308":4,"9309":4,"930943":4,"931":4,"9310":4,"932":4,"9323":4,"932839":4,"933":4,"9339":4,"934":4,"9342":4,"935":4,"935069":4,"9351":4,"9357":4,"935816":4,"935920339886e":14,"936":4,"936532":4,"936762":4,"937":4,"9373e":17,"938":4,"938568":4,"938576":4,"93898":4,"939":4,"939376":4,"939378":4,"939757":4,"93e":11,"94":[4,5,7,11,18],"941":[4,7],"9411":4,"941478":4,"942":4,"942154":4,"9423":4,"9427":4,"942854":4,"943":4,"9436":14,"944":4,"9445":4,"94464":4,"945":4,"9452":4,"946":4,"946468":4,"946757":4,"947":4,"9471":4,"947719":4,"947774":4,"94797":4,"948":4,"949":4,"95":[4,11,13],"950":4,"9505":4,"950733":4,"951":4,"951344":4,"951597":4,"952":4,"9524":4,"952496":4,"953":4,"953182":4,"9537":4,"953738":4,"953798":4,"954":4,"954624":4,"9548":4,"954848":4,"955":4,"9557":4,"956":4,"9561":4,"956619":4,"957":4,"9573":4,"95783":4,"957894":4,"958":4,"959":4,"959422":4,"959492":4,"9595":4,"9598":4,"95e":7,"96":[4,5,7,11],"960":4,"9603":4,"9606":4,"960734":4,"961":4,"9610":4,"96112":4,"96161":4,"962":4,"962482":4,"962876":4,"963":[4,7],"963621764679e":14,"964":4,"9648":4,"965":4,"9650":4,"965167":4,"96557e":4,"966":4,"966681":4,"967":4,"968":4,"969":4,"96963":4,"96e":11,"97":[4,11],"970":4,"97008":14,"970206":4,"970505":4,"970783":4,"971":4,"971686":4,"971941":4,"972":4,"9725":4,"973":[4,11],"973135":4,"97316":4,"9739":4,"9739752":7,"974":4,"9743":4,"9749":4,"975":4,"9757":4,"9758":4,"975864":4,"976":4,"976041":4,"977":4,"9779":4,"97797":4,"978":4,"979":4,"97923e":14,"9794":4,"9797":4,"97e":[7,11],"98":[4,11,13],"98061":4,"98081":4,"98096":4,"981":4,"981292":4,"9814":4,"981555":4,"9816":4,"982":4,"9825":4,"983":4,"983229":4,"984":[4,13],"9841":4,"9842":4,"985":4,"9851":4,"985359":4,"9859":4,"986":[4,7],"9869":4,"987":4,"988":4,"988755":4,"989":4,"98e":11,"99":[4,11,13],"990":4,"9900":4,"9902":4,"991":4,"9912":4,"991224":4,"991657":7,"99191":8,"99192":8,"99194":8,"992":4,"99203":4,"9927":[4,10],"993":4,"994":4,"994118":4,"995":4,"995631":13,"995687":4,"995824":4,"996":[4,7],"996798":4,"997":4,"9977":4,"997751":4,"998":4,"998023":4,"99808":4,"9983":10,"998563":4,"999":4,"999122":4,"9999999999999998":13,"99e":11,"9e":7,"9m":11,"9mb":[7,11],"9s":[7,11],"boolean":[0,6,18,19,21,25,30],"break":[0,6],"case":[0,3,6,14,18,21,23,28],"catch":[5,7,10,11,12,13,14,17,18,21],"char":21,"class":[18,19],"const":[2,5,7,11,12,13,14,19,28],"default":[0,1,2,5,6,8,9,11,12,13,14,17,18,19,20,21,27,28],"do":[0,1,2,4,5,6,7,8,11,12,13,14,17,19,20,21,23,25,26],"export":[14,18,19],"final":[4,7,11,12,13,17],"float":[0,2,4,6,9,10,15,18,19,28,30],"function":[0,1,2,3,4,5,7,8,16,19,20,21,22,23,24,25,26,27,28,30],"import":[4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19],"int":[0,1,2,4,6,11,14,18,19,20,21,28,30],"krtickov\u00e1":[0,6],"kub\u00e1t":[0,6],"long":[0,5,6,7,14,18,19,21,29],"new":[0,2,5,6,7,10,11,12,13,14,19],"null":[0,5,6,7,14,18],"paczy\u0144ski":[0,6],"public":[11,12,13,14,20,23],"return":[1,2,4,5,6,7,9,10,11,12,13,14,17,18,19,20,21,25,27,28,30],"short":[0,5,6,7,11,12,13,29],"super":[0,6],"switch":[0,6],"throw":[23,26],"true":[0,4,5,6,7,9,11,12,13,14,16,17,18,19,20,21,25,28],"try":[0,4,6,7,10,11,12,13,14,23,26],"void":8,"while":[0,4,5,6,7,11],A:[0,3,6,14,30],And:[20,23,26,30],As:[0,5,6,7,10,11,12,13,14],At:[5,14],But:10,By:[0,5,6,11,12,13,14,17],For:[0,6,8,10,11,12,13,25],If:[0,2,5,6,7,11,12,13,14,19,21,23,25,26,27,30],In:[0,5,6,7,8,9,10,11,12,13,14,17,19,21,28],It:[0,5,6,7,10,11,12,13,14,15,17,21,23,26],Its:21,NO:21,NOT:[0,6,19,27],No:[4,6,21,23,26],Not:[5,7,21],OR:17,On:[0,6,14,18,19],One:[0,6],Or:[14,17],Such:7,That:[0,5,6],The:[0,1,2,3,5,6,7,8,9,10,11,12,13,14,15,17,18,19,21,23,25,26,27,28],Then:[5,18,23,26],There:[2,5,6,7,8,9,10,11,12,13,14,15,17,19,20,21,25],These:[5,6,11,12,13,14,18,21,25],To:[0,6,10,11,12,13,14,21,23,26],Will:[0,6,18,27],With:20,_1:[11,12,13],_:[5,7,11,12,13,20,21],__:14,__arg_begin:6,__attribute__:8,__enter__:18,__exit__:18,_actually_evolve_system:21,_binary_c_bind:[6,8,10,15,18,30],_binary_c_config_execut:21,_binary_c_dir:21,_binary_c_execut:21,_binary_c_shared_librari:21,_commandline_input:21,_count:21,_custom_logging_shared_library_fil:21,_end_time_evolut:21,_errors_exceed:21,_errors_found:21,_evolution_type_opt:21,_failed_count:21,_failed_prob:21,_failed_systems_error_cod:21,_generate_grid_cod:21,_grid_vari:[12,13,19,21],_loaded_moe2017_data:21,_main_pid:21,_moe2017_json_data:21,_population_id:21,_pre_run_cleanup:19,_probtot:21,_process_run_population_grid:21,_repeat:21,_set:19,_set_moe2017_grid:21,_start_time_evolut:21,_store_memaddr:21,_system_gener:21,_total_mass_run:21,_total_probability_weighted_mass_run:21,_total_starcount:21,_zero_prob_stars_skip:21,a173:[0,6],a_in:4,a_out:4,abat:[0,6],abbrevi:29,abl:6,about:[3,5,7,11,12,13,14,18,19,20,30],abov:[0,2,5,6,8,10,12,13,14,18,19],abridg:[6,8],absolut:[0,6,18,28],abund:[0,6],ac:[5,14],acceler:[0,6],accept:[14,18],access:[2,8,10,11,12,13,14,21],accord:[0,2,5,6,28],accordingli:[10,12,13,14],account:[0,6,21],accret:[0,4,6],accretion_limit_dynamical_multipli:[0,6],accretion_limit_eddington_lmms_multipli:[0,6],accretion_limit_eddington_steady_multipli:[0,6],accretion_limit_eddington_wd_to_remnant_multipli:[0,6],accretion_limit_thermal_multipli:[0,6],accretor:[0,4,6,30],accur:[11,12,13],acquir:4,act:[0,6,12,13,14,21],activ:[0,6],actual:[0,5,6,7,8,10,11,12,13,14,19,21,23,25,26,28],ad:[3,5,7,10,19],adam:[0,6],adapt:[0,6,12,13],add:[0,2,5,6,7,8,10,11,12,13,14,18,19,21,25,28,30],add_grid_valu:28,add_grid_vari:[5,7,11,12,13,14,19],address:[1,6,8,21,30],admittedli:25,adress:[6,8,30],advis:8,af:4,affect:[0,5,6],after:[0,5,6,7,8,11,12,13,14,19,21,28],ag89:[0,6],ag:[0,3,4,5,6,7,13,23,28],again:[5,9,10,18,21],against:25,agb:[0,5,6],agb_3dup_algorithm:[0,6],agb_core_algorithm:[0,6],agb_core_algorithm_default:0,agb_core_algorithm_hurlei:0,agb_core_algorithm_karaka:0,agb_luminosity_algorithm:[0,6],agb_luminosity_algorithm_default:0,agb_luminosity_algorithm_hurlei:0,agb_luminosity_algorithm_karaka:0,agb_radius_algorithm:[0,6],agb_radius_algorithm_default:0,agb_radius_algorithm_hurlei:0,agb_radius_algorithm_karaka:0,agb_third_dredge_up_algorithm_default:0,agb_third_dredge_up_algorithm_hurlei:0,agb_third_dredge_up_algorithm_karaka:0,agb_third_dredge_up_algorithm_stancliff:0,ago:5,al:[0,2,6,30],albedo:[0,6],algorithm:[6,23],algothim:[0,6],all:[0,1,2,5,6,7,9,10,11,12,13,14,16,17,18,19,20,21,23,24,25,26,27,28],all_info:19,alloc:[6,28],allow:[0,2,6,8,16,17,21],along:[0,20,21,23,26],alpha:[0,4,6],alpha_:7,alpha_c:[0,4,5,6,7],alpha_ej:4,alphacb:[0,6],alreadi:[5,14,15,19],also:[0,3,4,5,6,7,8,11,12,13,14,17,18,19,20,23,26,30],alter:[7,11,19],altern:[0,6,21],although:15,alwai:[0,2,6,21,28],amanda:[0,6],amax:2,amin:2,amount:[0,6],amp:[5,6,7],an:[0,2,5,6,7,9,10,11,12,13,14,17,18,19,23,27],analys:27,analyt:[5,7,11,12,13,14,19],analyz:10,andrew:[23,26],andronov:[0,6],angelou_lithium_cheb_decay_tim:[0,6],angelou_lithium_cheb_massfrac:[0,6],angelou_lithium_cheb_tim:[0,6],angelou_lithium_decay_funct:[0,6],angelou_lithium_decay_function_exponenti:0,angelou_lithium_decay_tim:[0,6],angelou_lithium_eagb_decay_tim:[0,6],angelou_lithium_eagb_massfrac:[0,6],angelou_lithium_eagb_tim:[0,6],angelou_lithium_gb_decay_tim:[0,6],angelou_lithium_gb_massfrac:[0,6],angelou_lithium_gb_tim:[0,6],angelou_lithium_hg_decay_tim:[0,6],angelou_lithium_hg_massfrac:[0,6],angelou_lithium_hg_tim:[0,6],angelou_lithium_lmms_decay_tim:[0,6],angelou_lithium_lmms_massfrac:[0,6],angelou_lithium_lmms_tim:[0,6],angelou_lithium_ms_decay_tim:[0,6],angelou_lithium_ms_massfrac:[0,6],angelou_lithium_ms_tim:[0,6],angelou_lithium_tpagb_decay_tim:[0,6],angelou_lithium_tpagb_massfrac:[0,6],angelou_lithium_tpagb_tim:[0,6],angelou_lithium_vrot_trigg:[0,6],angelou_lithium_vrotfrac_trigg:[0,6],angular:[0,6,15,25],ani:[0,2,6,10,14,18,19,23,26],anoth:[0,6],ansi:[0,6],ansi_colour:[0,6],anyth:[0,6,11,12,13,14,18,21,28],anywai:[10,14,19],api:[0,3,18,23],api_log_filename_prefix:[0,4,6,10,15],append:[1,5,10,11,12,13,15],appli:[0,6],apply_darwin_radau_correct:[0,6],appropri:[0,6,14,19,21],approxim:[0,5,6,7],ar:[0,1,2,3,5,6,7,8,9,10,11,12,13,14,15,17,18,19,20,21,23,25,26,28,30],arang:17,aren:[2,21],arenou2010_binary_fract:2,arg:[2,4,6,14,18,25],arg_dict:18,argh:15,argopt:[0,6],argpair:[9,18],argstr:[6,8,10,15,17],argument:[0,2,6,10,12,14,15,16,17,18,19,21,27],argument_of_periastron:[0,6],argument_of_periastron_quadrupl:[0,6],argument_of_periastron_tripl:[0,6],aritif:7,around:[0,6,8,10,16,17],arrai:[2,10,14,17,18,19,21,28],arrow:[0,6],artefact:[12,13],artifici:[0,6],artificial_accretion_end_tim:[0,6],artificial_accretion_ignor:0,artificial_accretion_start_tim:[0,6],artificial_angular_momentum_accretion_r:[0,6],artificial_mass_accretion_r:[0,6],artificial_mass_accretion_rate_by_stellar_typ:[0,6],artificial_orbital_angular_momentum_accretion_r:[0,6],arxiv:[0,2,6],ask:[0,6,30],asplund:[0,6],assign:[11,12,13,14,19],associ:[5,7,11,12,13],assum:[0,5,6,7,11,15,25,28],ast871:[0,6],astronomi:[0,6],astrophys:[7,12,13],astropi:[23,25,26],asymptot:5,atom:18,attempt:19,au:15,auto:[1,24],autogen_c_logging_cod:[1,8,17],autogener:17,automat:[0,1,6,8,14,16,17,19,20,23,26],avaibl:[23,26],avail:[0,6,7,8,11,12,13,14,18,21,23,25,26],avoid:[5,6,7],awai:[0,6,11],ax:17,axessubplot:16,axi:[0,6,25],b6213f2eb7f94d3196cf966b7b76b9f9:13,b:21,b_1:[0,6],b_2:[0,6],b_3:[0,6],b_4:[0,6],b_inclination1:[0,6],b_inclination2:[0,6],b_inclination3:[0,6],b_inclination4:[0,6],back:[0,4,6],background:17,backward:[0,6],bagb:[0,6],bar:[12,13],barn:[0,6],base:[0,2,6,7,11,12,13,14,18,19,23,25,26,30],base_filenam:[14,19],basic:[14,19],batchmod:[0,6],bb:[0,6],bbox_inch:17,beasor:[0,6],becaus:[0,2,5,6,7,10,11,12,13,15,17,19,21,23,26],becom:[0,1,2,4,6,8,12,13,15,18],been:[0,6,9,19,21],befor:[0,4,5,6,7,11,12,13,14,19,21,23,26],beg_bss:4,beg_rch:4,beg_symb:4,begin:5,behaviour:[5,11,12,13,14,27],behind:17,belczynski:[0,6],below:[0,3,5,6,7,8,11,12,13,14,21],berro:[0,6],bertolami:[0,6],best:[4,19,21],beta:[0,6],beta_reverse_nova:[0,6],beta_reverse_novae_geometri:0,better:[0,3,6,14,19],between:[0,2,6,28],bewar:[14,19],beyond:15,bh:[0,4,7],bh_belczynski:[0,4,6],bh_bh:4,bh_fryer12_delai:[0,6],bh_fryer12_rapid:[0,4,6],bh_fryer12_startrack:[0,6],bh_hurley2002:[0,6],bh_prescript:[0,4,6],bh_spera2015:[0,6],bhbh:4,big:[0,6,21],biinari:14,bin:[0,6,7,11,12,13,18,23,26,28],bin_data:[7,11,12,13,18],binari:[2,3,6,7,10,12,13,14,19,21,23,25,26,30],binary_c2:[23,26],binary_c:[1,2,3,5,7,11,12,13,15,18,19,21,25,27],binary_c_api_funct:8,binary_c_cal:[14,19],binary_c_default:14,binary_c_grid:[5,7,11,14],binary_c_grid_25014bc73b334765a1c09a4e4a97ed66:11,binary_c_grid_26171201413c43f5b91552a374879940:5,binary_c_grid_2b66f805db424c48a1d29c45092b6e3c:7,binary_c_grid_50fb66cc659c46c8bbc29fe0c8651c2f:14,binary_c_grid_8a7d52edc59346ce991063d9e05e9ba7:5,binary_c_grid_f4e5925effeb42e69b5be956f400ae41:5,binary_c_inline_config:1,binary_c_log_cod:[1,8,10,16,17],binary_c_macro:[0,6],binary_c_paramet:[5,11,12,13,14],binary_c_python:[5,6,7,10,11,12,13,14,18,19],binary_c_python_api:17,binary_c_task_:[0,6],binary_c_write_log_cod:1,binary_grid:[0,6],binary_star:30,binaryc:[1,18,27],binaryc_config:1,binarycpython:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,23,25,26,27,28,30],binarygrid:[11,12,13,14],bind:[0,6,8,10,15],binned_log_luminos:[11,12,13],binned_post_period:7,binned_pre_period:7,binwidth:[7,11,12,13,18],birth:[0,6],bit:[2,5,11],bivari:[0,6],black:[0,3,5,6,23],black_hol:0,block:[14,19],bloecker:[0,6],blog:1,boltzman:25,boltzmann:[0,6],bondi:[0,6],bondi_hoyle_accretion_factor:[0,6],bool:[14,18,19,20,25],born:[0,5,6,11,12,13],bosswissam:18,both:[0,6,11,12,13,14],bottom:[0,6,14,19],bottomcod:[5,7,14,19],bound:[2,4,28],boundari:2,brake:[0,6],branch:[0,5,6,18],branchcod:[5,7,14,19],branchpoint:[5,7,14,19],breakup:[0,6],brighten:[12,13],broken:[0,6],bse:[0,2,6,8,14],bse_opt:[5,7,10,11,12,13,14,19],bsf:[0,6],buffer:[0,6],build:[0,1,3,6,18],build_q_tabl:2,built:[0,1,9,18,23,26],burn:[0,6],busso:[0,6],bye:[0,6],bz2:19,c13_eff:[0,6],c2:2,c:[0,1,4,6,8,10,14,27],c_auto_log:21,c_log:0,c_logging_cod:[5,7,8,10,11,12,13,14,21],calc_e_integr:2,calc_p_integr:2,calc_period_from_sep:30,calc_sep_from_period:[7,11,14,30],calc_total_probden:2,calcul:[0,2,5,6,7,11,12,13,14,18,19,21,30],calculate_constants_three_part_powerlaw:2,call:[0,1,6,10,12,13,14,15,18,19,21,25,27,28],call_binary_c_config:18,calls_filenam:14,can:[0,1,2,4,5,6,7,8,9,10,11,12,13,14,16,17,18,19,21,23,25,26,27],candid:7,cannot:[5,8,19],canon:21,cap:[0,6],capit:[11,12,13],capsul:[1,6,18],captur:[0,6,18],carbon:[0,4,5,6],carbon_oxygen_white_dwarf:0,care:[5,11,12,13],carlo:[0,6,21],carrasco:[0,6],carri:[0,6],cast:[17,18],catchtim:18,categor:6,categori:[6,14],categoris:18,caught:[10,18],caus:[4,11,30],cbdisc:[0,6],cbdisc_albedo:[0,6],cbdisc_alpha:[0,6],cbdisc_eccentricity_pumping_dermin:0,cbdisc_eccentricity_pumping_method:[0,6],cbdisc_eccentricity_pumping_non:0,cbdisc_end_evolution_after_disc:[0,6],cbdisc_fail_ring_inside_separ:[0,6],cbdisc_gamma:[0,6],cbdisc_init_djdm:[0,6],cbdisc_init_dm:[0,6],cbdisc_inner_edge_strip:[0,6],cbdisc_inner_edge_stripping_timescal:[0,6],cbdisc_kappa:[0,6],cbdisc_mass_loss_constant_r:[0,6],cbdisc_mass_loss_fuv_multipli:[0,6],cbdisc_mass_loss_inner_l2_cross_multipli:[0,6],cbdisc_mass_loss_inner_viscous_accretion_method:[0,6],cbdisc_mass_loss_inner_viscous_accretion_method_equ:0,cbdisc_mass_loss_inner_viscous_accretion_method_gerosa_2015:0,cbdisc_mass_loss_inner_viscous_accretion_method_non:0,cbdisc_mass_loss_inner_viscous_accretion_method_young_clarke_2015:0,cbdisc_mass_loss_inner_viscous_angular_momentum_multipli:[0,6],cbdisc_mass_loss_inner_viscous_multipli:[0,6],cbdisc_mass_loss_ism_pressur:[0,6],cbdisc_mass_loss_ism_ram_pressure_multipli:[0,6],cbdisc_mass_loss_xray_multipli:[0,6],cbdisc_max_lifetim:[0,6],cbdisc_minimum_evaporation_timescal:[0,6],cbdisc_minimum_fr:[0,6],cbdisc_minimum_luminos:[0,6],cbdisc_minimum_mass:[0,6],cbdisc_no_wind_if_cbdisc:[0,6],cbdisc_outer_edge_strip:[0,6],cbdisc_outer_edge_stripping_timescal:[0,6],cbdisc_resonance_damp:[0,6],cbdisc_resonance_multipli:[0,6],cbdisc_torquef:[0,6],cbdisc_viscous_l2_coupl:[0,6],cbdisc_viscous_photoevaporative_coupl:[0,6],cbdisc_viscous_photoevaporative_coupling_inst:[0,6],cbdisc_viscous_photoevaporative_coupling_non:[0,6],cbdisc_viscous_photoevaporative_coupling_visc:[0,6],ce:[0,6,7],cee:[0,6,7],cell:[6,11,12,13,14],cemp:[0,6],cemp_cfe_minimum:[0,6],centr:[7,14,19],central:15,central_object:[0,6],certain:[21,23,26],cf:[0,6],cf_amanda_log:[0,6],cflag:[23,26],chabrier:2,challeng:[12,13],chandrasekhar:[0,6],chandrasekhar_mass:[0,6],chang:[0,1,2,4,5,6,7,8,11,12,13,14,17,18,19,20,21,23,26],chapter:[0,21,24],charact:19,cheb:[0,6],check:[0,2,5,6,7,11,12,13,14,17,18,19,20,30],check_if_in_shel:18,chemic:[0,6,28],chen:[0,6],child:18,choic:[0,2,6,25],choos:[0,5,6,7,8,11,17,25],chose:10,chosen:[11,12,13,14,19],ci:15,circular:[0,4,6],circumbinari:[0,6],circumstanti:[0,6],claei:[0,6],clark:[0,6],clean:[1,5,10,12,13,19],clean_up_custom_logging_fil:19,clear:[12,13,18],clearli:[12,13],clock:18,close:[0,4,6,7,12,13,15],closer:4,cloud:[0,6],cluster:22,cmdline_str:19,co2:[12,13],co:[0,4,6],coalesc:4,code:[0,1,5,6,7,8,10,11,12,13,14,16,17,19,20,23,25,26,27],collaps:[0,6],collapsar:[0,6],collect:30,collid:30,color:25,color_by_index:25,colour:[0,6],colour_log:[0,6],column:[5,7,10,14,15,17,25],column_nam:10,com:[1,18],combin:[1,8,18,19,21],combine_ensemble_with_thread_join:21,come:[2,23,26,28],comenv:[4,7],comenv_bs:0,comenv_count:7,comenv_disc_angmom_fract:[0,6],comenv_disc_mass_fract:[0,6],comenv_ejection_spin_method:[0,6],comenv_ejection_spin_method_do_noth:[0,6],comenv_ejection_spin_method_sychron:[0,6],comenv_ejection_spin_method_synchron:0,comenv_merger_spin_method:[0,6],comenv_merger_spin_method_breakup:0,comenv_merger_spin_method_conserve_angmom:[0,6],comenv_merger_spin_method_conserve_omega:[0,6],comenv_merger_spin_method_specif:[0,6],comenv_ms_accret:[0,6],comenv_ms_accretion_fract:[0,6],comenv_ms_accretion_mass:[0,6],comenv_nandez2016:0,comenv_nelemans_tout:0,comenv_ns_accret:[0,6],comenv_ns_accretion_fract:[0,6],comenv_ns_accretion_mass:[0,6],comenv_post_eccentr:[0,6],comenv_prescript:[0,6],comenv_splitmass:[0,6],comenv_undef:0,comma:28,command:[0,1,6,14,19,21,23,26],commandlin:14,comment:14,commit:18,common:[0,3,4,5,6,8,10,11,12,13,14,23],compact:[7,14],companion:[0,4,6,17],compar:[0,6,7,11,14,21],compens:[12,13],compil:[1,8,14,17,23,26],compile_shared_lib:1,complet:[5,7,11,12,13,14],complex:[7,8,14,16,17,19,21,25],compon:[18,25],compress:19,comput:[0,5,6,11,12,13,22],conceptu:11,condit:[5,7,8,11,12,13,14,16,17,19],condor:[19,21,22],condor_grid:19,config:[1,18,21,23,26],config_fil:1,configur:[2,5,10,11,12,13,14,17,19],conjunct:9,conserv:[0,6],consid:[0,1,2,6,11,12,13,18,19,21,25,28],const_dt:28,const_rang:28,constant:[0,2,6,12,13,25,28],construct:[0,1,5,6,7,10,11,12,13,15,17],contact:4,contain:[0,1,2,6,9,10,11,12,13,14,18,19,20,21,22,23,24,25,26,27,28,29],content:[6,18,19],context:18,continu:[14,19],contribut:[23,26],control:[0,5,6,11,12,13,14],conv_time_unit:18,convect:[0,6],conveni:18,converg:[0,6],convert:[2,5,7,15,18,19],convert_byt:18,convfloat:18,convfrac:4,cool:[0,5,6],copi:[0,6,7,12,13,30],core:[0,5,6,7,11,12,13,14,19,21,25],core_co:8,core_h:8,core_helium_burn:0,core_mass:[0,6,8],correct:[0,2,6,10,19,25,30],correctli:[10,17,23,25,26],correspond:[14,19,25],corretor:[0,6],cosmic:2,cosmic_sfh_madau_dickinson2014:2,cost:[11,12,13],could:[0,6,12,13,14,17,18],count:[4,5,17,18,21],counter:21,coupl:[0,3,6],cours:[5,25],cover:[9,11,12,13],coverag:[23,26],cowd:[0,6],cpu:[0,5,6,7,11,12,13,14],cpu_count:21,cpython:6,crap_paramet:[0,6],creat:[2,5,7,8,10,11,12,13,14,18,19],create_and_load_logging_funct:[1,8,17],create_arg_str:18,create_hdf5:18,creation:6,critic:[0,6],cross:[0,6],crunch:[5,7,11,12,13],cs1:15,ctype:1,cube:11,cubic:11,cuntz:[0,6],current:[0,6,7,8,11,12,13,18,19,23,26],curv:[7,12,13],custom:[0,1,3,5,6,7,10,11,12,13,14,18,19,21,23,25,27],custom_gener:21,custom_log:[10,17,19,21],custom_logging_cod:[1,8,10,16,17,27],custom_logging_func_memaddr:[6,8,21],custom_logging_funct:[8,10,14,16,17,21,23,24],custom_logging_info:19,custom_logging_memaddr:8,custom_logging_print_stat:10,custom_logging_stat:[5,7,11,12,13,14],custom_opt:[5,10,11,12,13,14,19],custom_output_funct:8,custom_tmp_dir:1,customis:25,cut:17,cvode:[0,6],d48r:17,d:[0,1,4,5,6,7,8,10,11,14,15,28],dai:[0,2,4,6,7,8,10,11,14,17,30],damp:[0,6],darwin:[0,6],dat:[0,14,18],data:[0,4,5,6,7,10,11,12,13,14,15,17,18,19,21,27],data_dict:2,data_dir:[14,18,19,21],datadir:[14,19],datafram:[5,7,10,11,12,13,15,16,17,25],datalinedict:[5,7,11,12,13,18],dataset:[14,18,21],date:19,david:[17,23,26],dd7:[0,6],de:[0,4,6],deactiv:[0,6],deal:10,dear:4,death:[0,6],debug:[0,4,5,6,7,11,12,13,14,19,21],decai:[0,6],decid:[0,6,8,16,17,18,19],decreas:[0,6],deepcopi:7,deeper:[14,19],def:[4,5,7,10,11,12,13,14,17],default_to_metal:[0,6],defaultdict:18,defer:[0,6],defin:[0,1,2,6,14,15,19,25],definit:[1,11,12,13,30],degener:[0,6],degenerate_core_helium_merger_ignit:[0,6],degenerate_core_merger_dredgeup_fract:[0,6],degenerate_core_merger_nucsyn:[0,6],degner:[0,6],degre:[0,6],del:7,delai:[0,6],delete_grid_vari:19,delta:[18,28],delta_mcmin:[0,6],demonstr:7,den:[0,6],densiti:[2,11,12,13],depend:[0,2,5,6,18,23,25,26],deprec:[0,6,19],depth:28,dermin:[0,6],describ:[0,2,6,17,21],descript:[0,2,6,9,18,21,23,24],design:25,desir:[0,6],destruct:[14,19],detail:[0,5,6,10,18],detect:[0,4,6,7,15],detector:4,determin:[0,6,8,11,12,13,14,19,30],deton:[0,6],dev:[0,6],develop:1,development_requir:[23,26],deviat:[2,28],dewi:[0,6],dex:[0,6,7,28],df2:17,df:[15,16,17,25],di:[14,18,19,23],diagnost:21,diagram:[0,3,6,23,25],dickonson:2,dict:[1,2,4,5,10,11,12,13,14,15,18,19,20,29],dict_kei:[5,9,10],dictionari:[1,2,3,5,7,11,12,13,14,18,19,20,21,25,29],did:[18,23,26],differ:[0,5,6,7,11,12,13,14,17,18,19,23,25,26,28],differenti:18,dimmer:[0,6,11],dir:[23,26],direct:[0,6,19],directli:[10,21],director:21,directori:[0,3,6,14,18,19,21,23,26],disabl:[0,6,14],disable_debug:[0,6],disable_end_log:[0,6],disable_ev:[0,6],disc:[0,6,15],disc_legacy_log:[0,6],disc_log2d:[0,6],disc_log:[0,6],disc_log_directori:[0,6],disc_log_dt:[0,6],disc_log_level_non:0,disc_log_level_norm:0,disc_log_level_normal_first_disc_onli:0,disc_log_level_subtimestep:0,disc_log_level_subtimestep_first_disc_onli:0,disc_n_monte_carlo_guess:[0,6],disc_stripping_timescale_infinit:0,disc_stripping_timescale_inst:0,disc_stripping_timescale_orbit:0,disc_stripping_timescale_visc:0,disc_timestep_factor:[0,6],discret:14,discs_circumbinary_from_comenv:[0,6],discs_circumbinary_from_wind:[0,6],disk:[0,6,19],dispers:[0,6,28],displai:[0,5,6,7,15],disrupt:[0,4,6,17],dist:18,distanc:[5,15],distant:15,distefano2017:21,distefano:2,distribut:[0,2,3,6,7,11,14,18,19,22,28],distribution_funct:[5,7,11,12,13,14,23,24],divid:22,dj:[0,6],dlnm1:[7,11,14,19],dlnm:[12,13],dlnm_1:[12,13],dlog10per:[7,11,14],dlogp:2,dlogt:28,dm1:[5,12,13],dm:[0,2,4,6,12,13,28],dm_1:[5,12,13],dn:[2,18,19],do_dry_run:21,doc:[5,11,12,13,14,18,20,23,26],doc_fetch:2,docstr:[10,23,25,26],document:[11,12,13,14,18,20,21,24],doe:[0,2,5,6,8,9,10,11,12,13,14,19,21,30],doesn:[5,19,21],doesnt:[17,20],don:[2,5,18,21],done:[0,4,5,6,11,12,13,14,17,19,23,26],donor:[0,4,6,30],donor_limit_dynamical_multipli:[0,6],donor_limit_envelope_multipli:[0,6],donor_limit_thermal_multipli:[0,6],donor_rate_algorithm_bs:0,donor_rate_algorithm_claeys2014:0,dont:[6,17],doubl:[5,8,14],down:14,dp:2,dphasevol:[5,7,11,12,13,14,19],dprob:[5,7,12,13],dq:[7,11,14],dr2:[0,6],dr3:[0,6],drai:[0,6],dredg:[0,6],drop:10,dry:[5,7,11,13,14,21],dry_run:[5,7,11,14],dstep:2,dt:[0,1,6,18,19,28],dt_limit:9,dtfac:[0,6],dtlimit:18,dtm:[1,8,14],dtype:[15,16,17],due:[23,26],dummi:[2,25],dump:[0,6,10,19],dumpvers:[0,6],duquennoi:2,duquennoy1991:2,dure:[0,4,6,17],dust:[0,6],dwarf:[0,5,6,12,13],dx:[0,6],dynam:[0,6],e2:[0,6],e2_hurley_2002:0,e2_izzard:0,e2_mint:0,e2_prescript:[0,6],e:[0,2,4,5,6,7,8,10,11,12,13,14,18,19,21,23,26,28,30],each:[0,2,6,7,11,12,13,14,15,18,19,21,28],eagb:[0,4,6],eagb_wind_beasor_etal_2020:0,eagb_wind_bs:0,eagb_wind_goldman_etal_2017:0,eagbwind:[0,6],eagbwindfac:[0,6],earli:[0,6],early_asymptotic_giant_branch:0,earth:15,easi:10,easier:[14,17,18],ebindi:4,ecc2:2,ecc3:2,ecc:[2,4,10,14,17,19],eccentr:[0,2,6,8,10,11,12,13,14,15,17,25,30],eccentric_rlof_model:[0,6],eccentricity_quadrupl:[0,6],eccentricity_tripl:[0,6],echo:[0,6],eddington:[0,6],edg:[0,5,6,14,19],edit:8,edu:[0,6],eej:4,eff:5,effect:[0,2,4,6,8,11,21],effective_metal:[0,6,17],effici:[0,5,6,7],egg:[23,26],eggleton:[0,6,30],either:[0,6,11,12,13,14,17,18,19,21,23,26,27],eject:[0,6,7,15],el:[10,14],elabor:8,eld:[0,6],eldridg:[0,6],electon:[0,6],electron:[0,6],element:[0,1,6,9,15,18,21,25],els:[4,7],email:18,emp:[0,6],emp_feh_maximum:[0,6],emp_logg_maximum:[0,6],emp_minimum_ag:[0,6],empti:[10,18,20],enabl:[0,6],encount:21,end:[0,2,4,6,18,21],end_bss:4,end_index:2,end_rch:4,end_symb:4,end_timestamp:[5,7,11,13,14],energi:[0,6],enhanc:[0,6],enlarg:[0,6],enough:2,ensembl:[0,6,9,18,19,21],ensemble_def:[0,6],ensemble_dt:[0,6],ensemble_factor_in_probability_weighted_mass:21,ensemble_filt:9,ensemble_filter_:[0,6],ensemble_filters_off:[0,6],ensemble_legacy_ensembl:[0,6],ensemble_list:19,ensemble_logdt:[0,6],ensemble_logtim:[0,6],ensemble_macro:[0,6],ensemble_output_:21,ensemble_startlogtim:[0,6],enter:[0,6],enthalpi:[0,6],entir:[8,10,16,17],entri:[18,19],env:25,envelop:[0,3,4,5,6,23],eorbf:4,eorbi:4,ep:17,epoch:19,equal:[0,6,12,13,14,18],equat:[0,6],equation_of_state_algorithm:[0,6],equation_of_state_paczynski:0,equatori:[0,6],equival:[11,21],errno:[23,26],error:[0,5,6,7,11,12,13,14,18,21,23,26],errors_exceed:[5,7,11,13,14],errors_found:[5,7,11,13,14],esa:2,escap:[0,6],escape_fract:[0,6],escape_veloc:[0,6],estim:[5,15,18],et:[0,2,6,30],eta:[0,6,7,11],etal:[0,6],etc:[0,6,10,12,13,14,18,19,22,23,25,26,27],etf:[7,11],euler:[0,6],evalu:[2,14,19,28,30],evan:[0,6],evapor:[0,6],evaporate_escaped_orbiting_object:[0,6],even:[9,12,13],event:[0,4,5,6],everi:[0,6,7,18,23,26],everyth:[10,14,19,21],everytim:[23,26],evid:[0,6],evolut:[0,1,3,4,5,6,10,11,12,13,14,17,19,21,23,25,28],evolution_split:[0,6],evolution_splitting_maxdepth:[0,6],evolution_splitting_sn_eccentricity_threshold:[0,6],evolution_splitting_sn_n:[0,6],evolution_stop:7,evolution_typ:[5,7,11,13,14,21],evolutionari:[0,6,10],evolv:[0,3,6,8,19,21],evolve_popul:14,evolve_singl:[8,10,19],exact:[1,21],exactli:[0,6,12,13],exampl:[1,2,10,18,19,27,28],example_compact_object:14,example_dco:14,example_df:10,example_head:18,example_header_1:17,example_header_2:17,example_log:27,example_log_co:[1,8],example_logging_string_co:8,example_logging_string_post_m:8,example_massloss:[8,10],example_output:10,example_parse_output:[16,18],example_pop:[10,14],example_pop_set:14,example_post_m:8,example_python_population_result:14,example_sn:8,exce:[0,6,11,21],except:[4,5,6,11,12,13,14,20,21,25],excit:7,execut:[0,6,14,19,21],exist:[0,5,6,14,17,19,20],exist_ok:[14,18],exit:[0,6,18],exit_after_dry_run:21,exp:[7,11,12,13,14,19],expand:[14,27],expect:[5,6,7,11,12,13,23,26],experiment:[0,6,18],explain:[3,18],explicitli:[0,1,6],explod:[0,4,6],explor:15,explos:[0,4,5,6,17],expoenti:[0,6],expon:[0,6],export_all_info:[14,19],express:[0,6],extend:[0,6,7,23,26],extens:[6,19],extern:[0,6],extra:[0,3,6,14,19,21,23,27],extra_text:20,extract:14,extrapol:[2,21],ey:19,f4e5925effeb42e69b5be956f400ae41:5,f:[0,2,4,6,10,14,17],fa:2,fabian:[0,6],fabian_imf_log:[0,6],fabian_imf_log_tim:[0,6],fabian_imf_log_timestep:[0,6],factor:[0,2,6,21,28],fade:[0,6],fail:[0,5,6,7,11,18,21,23,26],fail_sil:18,failed_count:[5,7,11,13,14],failed_prob:[5,7,11,13,14],failed_system:21,failed_system_log:21,failed_systems_error_cod:[5,7,11,13,14],failed_systems_threshold:21,failsaf:10,failur:[0,6,18],fallback:[0,6],fals:[0,4,5,6,7,11,13,14,15,18,19,21,25,28],fancy_parsing_funct:27,far:[0,4,5,6,12,13,15],fase:14,fast:[0,6],faster:[11,12,13,14],favorit:10,fe:[0,6],featur:[3,14,23],feed:21,ferguson:[0,6],fetch:10,few:[0,6,7],fewer:10,field:[0,6],fig:[0,2,6,17],figsiz:[5,7,11,12,13,15,17],figur:[5,7,11,12,13,15,21,25],file:[0,1,4,6,10,14,18,19,20,21,22,23,25,26,27],file_log:[0,6],filehandl:20,filenam:[0,1,4,6,10,14,18,19,21,27],filenotfounderror:[23,26],filepath:1,fill:[10,18],fill_data:2,filter:[0,6,18],filter_arg_dict:18,filter_valu:18,fin:[0,6],final_mass:17,final_tim:17,find:[4,7,14,18,19,21],finish:[5,7,11,13,14,18,25],finit:[5,7,11,12,13],first:[0,2,5,6,7,10,11,12,13,14,15,18,19,23,26,30],first_giant_branch:0,fishlock:[0,6],fit:[0,2,6,10,19,30],fix:[0,2,4,6,10,14,18,19,25],flag:[1,18,21],flash:[0,6],flat:[2,21],flatsect:[2,7,11,14],flaw:19,float64:[16,17],float_overflow_check:[0,6],flto:[23,26],focu:7,fold:2,follow:[0,2,6,8,17,18,21,23,25,26,28],font_scal:[5,7,11,12,13,15],fontsiz:17,forc:[0,4,6],force_circularization_on_rlof:[0,6],force_corotation_of_primary_and_orbit:[0,6],foreach_star:[5,11],form:[0,5,6,7,11,12,13,14,18,19,20],formal:[0,6],format:[0,2,4,6,7,8,10,11,12,13,14,15,17,18,19,28],format_numb:18,former:4,formula:[0,6],forward:[0,6],found:[2,4,5,7,11,13,14,23,26],four:[0,6],fourth:15,fpic:1,fraction:[0,2,6,11,17,21],fractions_z0002:17,fractions_z001:17,fractions_z002:17,framework:6,free:[5,7,11],free_persistent_data_memaddr_and_return_json_output:6,free_store_memaddr:6,frequenc:[0,6,15],friction:[0,6],fring:[0,6],from:[0,2,4,5,7,9,10,11,12,13,14,15,16,17,18,19,21,25,30],from_binary_c_config:1,from_dict:[7,11,12,13,16,17],fryer:[0,6],fsampl:28,ftz:[23,26],full:[3,8,15,18,21],full_path:18,func_memaddr:17,further:[2,14],futur:15,fuv:[0,6],g:[0,1,2,4,5,6,7,8,10,11,12,13,14,16,17,18,19,21,23,26,28],ga:[0,6],gaia:[0,2,6],gaia_colour_transform_method:[0,6],gaia_conversion_ubvri_bivariate_jordi2010:[0,6],gaia_conversion_ubvri_riello2020:[0,6],gaia_conversion_ubvri_univariate_evans2018:[0,6],gaia_conversion_ubvri_univariate_jordi2010:[0,6],gaia_conversion_ugriz_bivariate_jordi2010:[0,6],gaia_conversion_ugriz_riello2020:[0,6],gaia_conversion_ugriz_univariate_evans2018:[0,6],gaia_conversion_ugriz_univariate_jordi2010:[0,6],gaia_l_binwidth:[0,6],gaia_teff_binwidth:[0,6],gain:21,galact:[0,6,28],gallino:[0,6],gamma:[0,6],gap:[0,6],garcia:[0,6],gauss:[0,6],gaussian:[2,28],gaussian_func:2,gaussian_normalizing_const:2,gaussian_zoom:28,gb:[0,6],gb_reimers_eta:[0,6],gb_wind_beasor_etal_2020:0,gb_wind_goldman_etal_2017:0,gb_wind_reim:0,gb_wind_schroeder_cuntz_2005:0,gbwind:[0,6],gbwindfac:[0,6],gcc:[1,23,26],gce:[0,6],gener:[0,1,2,5,6,7,8,10,11,13,14,16,17,18,19,20,21,25,28],generalis:2,geometr:[0,6],geq:5,gerosa:[0,6],get:[0,2,3,5,8,10,11,12,13,14,15,17,18,19,20,23,26,27,30],get_ansi_colour:18,get_arg_kei:18,get_default:[9,18],get_help:[9,18],get_help_al:[9,18,19],get_help_sup:[9,18],get_integration_constant_q:2,get_max_multipl:2,get_moe_di_stefano_dataset:18,get_siz:18,get_usernam:18,gettempdir:17,giant:[0,5,6,15],giant_branch:0,git:[0,11,12,13,14,18],git_branch:18,git_build:18,github:18,gitlab:23,give:[0,2,4,6,7,18,30],given:[0,1,2,6,11,12,13,16,17,18,19,21,27,28,30],global:[0,2,6,11,12,13,28],global_dict:2,gmax:2,gmin:2,gnu:6,go:[0,2,5,6,9,11,14,19,23,25,26],goe:[0,6,8,10,19,25],gogo:[0,6],goldman:[0,6],gonna:2,good:[0,6,10,11,12,13,14,21,30],got:[12,13],gov:[0,6],gravit:[0,5,6,7,14],gravitational_const:5,gravitational_radiation_bs:0,gravitational_radiation_bse_when_no_rlof:0,gravitational_radiation_landau_lifshitz:0,gravitational_radiation_landau_lifshitz_when_no_rlof:0,gravitational_radiation_model:[0,6],gravitational_radiation_modulator_:[0,6],gravitational_radiation_modulator_j:[0,6],gravitational_radiation_non:0,grb:[0,6],great:[0,6,12,13],greater:[0,6],grevess:[0,6],grid:[0,3,6,8,10,18,19,23,24,28],grid_class:[23,24],grid_cod:19,grid_ensemble_result:19,grid_opt:[5,7,10,11,12,13,14,19],grid_options_default:20,grid_options_defaults_dict:20,grid_options_descript:[5,14,20],grid_options_description_check:20,grid_options_help:20,grid_result:[5,7,11,12,13,21],grid_vari:[14,21],grid_variable_numb:[5,7,14,19],gridcod:21,gridcode_filenam:21,gridtyp:[5,7,14,19],group:[5,11,15,18],grvitation:4,gsl:[23,26],gsl_dir:[23,26],gt:[4,5,6,7,8,10,12,14,15,16,17],guess:[0,2,6],gyr:[4,5,7],gz:19,h5py:[23,26],h:[0,4,6,8],ha:[0,1,4,5,6,7,8,9,11,12,13,14,17,18,19,21],hachisu:[0,6],hachisu_disk_wind:[0,6],hachisu_ignore_qcrit:0,hachisu_qcrit:[0,6],hack:20,had:[5,7,11,12,13,19],half:[0,6],hall:[0,6],handi:[0,6],handl:[0,3,6,10,18,19,21,27,30],happen:[0,5,6,7],hardcod:[8,11,12,13,14],have:[0,2,3,4,5,6,7,8,10,11,12,13,14,17,18,19,20,21,23,25,26],haven:5,hbb:[0,6],hbbtfac:[0,6],hd:25,hdf5:18,hdf5file:18,he:[0,4,6],head:[0,15],header:[1,5,7,8,10,11,12,13,14,17,18],headerlin:14,headlin:21,hegb:[0,4],hehg:0,height:[2,7,11,14],helium:[0,5,6],helium_flash_mass_loss:[0,6],helium_white_dwarf:0,help:[0,3,4,6,10,11,12,13,14,18,20],help_al:[0,6],hem:0,henc:[0,6,7,12,13,15],hendrik:[17,23,26],here:[1,5,6,8,10,11,12,13,15,17,18,19,21,25],hertzsprung:[0,3,6,23],hertzsprung_gap:0,hertzstrpung:[0,6],heuvel:[0,6],hewd:[0,6],hewd_hewd_ignition_mass:[0,6],hex:21,hg:[0,6],hi:2,high:[0,2,6,12,13],higher:[0,2,5,6,7,11,12,13,14,18,21,23,26],histogram:7,histori:2,hole:[0,3,5,6,23],home:6,homogen:[0,6],hood:10,hopefulli:[0,6],hot:[0,6],hour:18,how:[0,4,5,6,7,8,10,11,12,13,14,17,19,21],howev:[0,6,8,11,12,13,14],hoyl:[0,6],hpc:[19,22],hpc_function:[23,24],hr:25,hr_diagram:25,hrd:[0,5,6,7],hrdiag:[0,6],hrdiag_output:[0,6],html:[5,14,23,26],http:[0,1,2,5,6,14,18],human:18,hurlei:[0,6],hut:[0,6],hybrid:[0,6],hydro:[0,6],hydrogen:[0,5,6],i:[1,2,4,5,6,7,8,10,11,12,13,14,15,18,19,21,23,26],ia:[0,6,7],ib:[0,4,6],ibc:[0,6],id:[2,19,21],id_cor:8,idea:[14,25],idum:[0,6],ignit:[0,5,6],ignor:[0,6,8,10,14,17,19,21],ii:[0,6,17],iia:[0,6],iloc:[10,17],imf:[0,2,6,12,13],imf_chabrier2003:2,imf_scalo1986:2,imf_scalo1998:2,imf_tinsley1980:2,immedi:[0,5,6],implement:[0,6,19,21],impli:[0,6],implic:[12,13],impos:[5,7,11,12,13,14],imposs:7,improv:[2,28],inclin:[0,6],inclination1:[0,6],inclination2:[0,6],inclination3:[0,6],inclination4:[0,6],inclini:[0,6],incliniation_quadrupl:[0,6],incliniation_tripl:[0,6],includ:[0,1,2,5,6,8,10,12,13,14,15,18,19,23,25,26],include_binary_c_default:[14,19],include_binary_c_help_al:[14,19],include_binary_c_version_info:[14,19],include_default:[14,19],include_popul:14,include_population_set:19,incom:[0,6],increas:[0,4,6,7,11,12,13],inde:[0,6,12,13],indent:[10,19],index:[0,2,6,9,10,15,23],indic:[0,2,6],individu:[3,11,23],individual_nova:[0,6],induc:[0,6],inertia:[0,6],info:[6,9,14,18,19,23,25,26],inform:[0,1,3,5,8,10,11,12,13,14,18,19,20,25],init:19,init_abund:[0,6],init_abund_dex:[0,6],init_abund_mult:[0,6],init_abunds_onli:[0,6],initi:[0,2,3,4,6,9,10,17,19],initial_abundance_hash:19,initial_abundance_mix:[0,6],initial_abunds_onli:[0,6],initial_grid:17,initial_mass:[10,17],initial_tim:17,inlin:17,inner:[0,6,15],input:[1,2,6,9,10,18,19,21,23,25,30],insert:[14,19],insid:[0,6],inspect:[10,25],inspir:[1,25,30],instabl:[0,6],install_without_depend:[23,26],instanc:[10,11,12,13,14],instant:[0,6],instantli:[0,6],instead:[0,4,6,12,13,18,21],integ:[0,5,6,19,21,30],integr:[2,11,12,13,28],integrals_str:2,intens:[12,13],interact:[0,4,5,6,7,15,17,20],interfac:[6,15,18,23,26],interfer:[23,26],intermedi:7,intern:[0,6,9,21],internal_buff:[0,6],internal_buffering_off:0,internal_buffering_print:0,internal_buffering_stor:0,interpol:[2,19,28],interpolate_in_mass_izzard2012:2,interpolator_nam:2,intershel:[0,6],interstellar:[0,6],intger:[0,6],intro:[0,6],introduc:4,introduct:5,inv:[4,17],invers:30,invert_xaxi:5,involv:[0,6],inward:[0,6],ipykernel_216542:15,ipykernel_519112:12,ipynb:[11,12,13,14],is_capsul:18,isfil:14,isn:[12,13,18],isnt:14,isotop:[0,6,9,18],isotope_hash:19,isotope_list:19,item:[1,5,7,11,12,13],iter:18,its:[0,6,11,12,13,14,15,18,19,20,23,25,26,27,28],itself:[5,8,10,21,23,26],iwamoto:[0,6],izzard2012_period_distribut:2,izzard:[0,5,6,7,10,11,12,13,14,23,26],jager:[0,6],jaschek:2,jeff:[23,26],jej:4,jerki:5,jf:4,jia:[0,6],john:[0,6],join:[6,8,10,14,17],jorb_in:4,jorb_out:4,jordi:[0,6],json:[6,10,14,18,19,21],jtot_in:4,jupit:15,jupyt:[23,26],just:[0,2,5,6,7,14,17,18,19,21,23,26,30],k1:[4,10,17],k2:[4,10,17],k:[0,2,5,6,15],kap:[0,6],kappa:[0,6],kaps_rentrop:[0,6],karaka:[0,6],keep:[7,14,19],kei:[1,2,5,9,10,14,15,17,18,19,20,21,25],kelvin:[0,6],keplerian:[0,6],keyword:[12,25,27],kick:[0,4,6,17,21],kick_backward:0,kick_forward:0,kick_inward:0,kick_outward:0,kick_random:0,kick_straight_up:0,kick_velocity_custom:0,kick_velocity_fix:0,kick_velocity_maxwellian:0,kill:[1,8,14],kilonova:5,kim:[0,6],kind:6,kippenhahn:[0,6],klencki:6,km:[0,6],know:[0,1,6,9,10,12,13,20],known:[0,2,5,6,10,11,12,13,14,19,27],kroupa2001:[2,14,19],kroupa:[2,12,13],krticka:[0,6],ktg93:2,kwarg:[17,19,25,27],l1:4,l2:[0,6],l:[0,5,6,11,12,13],l_:[11,12,13],label:[5,17],lambda:[0,4,6,7],lambda_:7,lambda_c:[0,4,6,7],lambda_ce_dewi_tauri:[0,6],lambda_ce_klencki_2020:[0,6],lambda_ce_polytrop:[0,6],lambda_ce_wang_2016:[0,6],lambda_enthalpi:[0,6],lambda_ion:4,lambda_ionis:[0,6],lambda_min:[0,6],lambda_mult:[0,6],lambda_multipli:[0,6],lambda_v:2,lamer:[0,6],landau:[0,6],langer:[0,6],languag:5,larger:[0,5,6],last:[2,3,12,15,17,18],last_st:17,last_stellar_type_change_time_1:17,lastli:[6,10],late:17,later:[11,12,13],latest0:[5,7,11],latest1:[5,7,11],latest2:[5,14],latest3:5,latest4:5,latest5:5,latest:[21,23,26],latter:[0,6],law:[2,12,13],law_const:2,lbv:[0,6],ld_library_path:[23,26],ldist:[12,13],lead:[0,5,6,11,12,13,14,30],learn:8,least:[23,26],leav:[0,6],left:[0,6],legaci:[0,6],legacy_yield:[0,6],legend:[15,17],len:[4,5,10,14,17],length:[4,18],lengthen:[0,6],leq:5,less:[0,1,2,3,4,6],let:[4,7,10,11,12,13,14,15,19],level:[1,5,18,19],li7:[0,6],li:[0,6],lib:[6,10,16,17,23,26],libbinary_c:21,libcustom_logging_0639ee205c7d4782b4a27378f5d890bd:10,libcustom_logging_dafa15d2b1e64e19972ac0e9eb5c9a55:10,libgsl:[23,26],libmemo:[23,26],librari:[0,1,5,6,8,17,19,21,27],library_path:[23,26],librinterpol:[23,26],life:7,lifetim:[0,6,7,11,12,13,14,28],lifshitz:[0,6],like:[0,1,5,6,7,11,12,13,14,17,18,19,21,23,25,26,28],limit:[0,5,6,7,11,12,13,14,25],line:[1,4,5,7,8,10,11,12,13,14,15,16,18,19,21,23,25,26,28],linear2:21,linear:[0,2,6,11,12,13,21,28],linear_extrapolation_q:2,linearli:[12,13,28],linedata:[5,7,11,12,13],lineplot:[5,7,11,12,13,15],linewidth:[5,7,11,12,13,15],linker:1,linspac:28,linux:6,list:[0,1,2,5,6,7,10,11,12,13,14,15,18,19,21,27,28],list_arg:[0,6],list_of_sub_kei:2,lit:[0,6],lithium:[0,6],lithium_gb_post_1dup:[0,6],lithium_gb_post_heflash:[0,6],lithium_hbb_multipli:[0,6],lithium_t:[0,6],littl:[4,5,7,11,15],littleton:[0,6],liu:[0,6],ll:[8,9,12,13,15,19],llnl:[0,6],ln:2,lnm1:[7,11,12,13,14,19],lnm_1:[12,13],load:[0,1,5,6,7,8,10,11,12,13,14,17,19,21,25],load_logfil:18,lobe:[0,4,6,7,30],loc:15,local:[2,6],locat:[0,2,6,21,23,26,28],lock:4,lodder:[0,6],log10:[0,2,5,6,7,11,12,13,14,28],log10m1:21,log10mass:28,log10p:2,log10per:[7,11,14],log10pmin:2,log:[0,1,2,3,4,6,10,15,16,18,19,21,23,25,26,27,28,30],log_:[5,7,11,12,13],log_arg:21,log_args_dir:21,log_arrow:[0,6],log_dt:[7,21],log_every_timestep:[8,10],log_fil:[4,21],log_filenam:[0,4,6,10,17,27],log_runtime_system:21,logarithm:[2,12,13,28],logensembletim:[0,6],logfil:[10,18,23,26],logg:[0,5,6],logger:14,logging_dict:1,logging_lin:[8,16,17],loggrav:5,logi:16,logic:[1,8,19,21],logl:5,logmass:[2,28],logp:2,logper:[2,7],logperiod:2,logperrang:[7,11],logspac:28,logteff:5,long_spectral_typ:2,longer:[0,5,6,7],longnam:[5,7,11,12,13,14,19],look:[1,5,7,11,12,13,14,17,23,26],lookback:[0,6],loon:[0,6],loop:[5,7,10,11,12,13,14,19],loos:25,lose:[0,6,17],loss:[0,4,6,10,11,15],lost:[0,6,7,17],lot:[5,11,12,13,14,15,18,21,27],low:[0,2,5,6,7,12,13],low_mass_m:0,low_mass_main_sequ:0,lower:[0,2,6,11,14,19,28],lsoda:[0,6],lsun:[0,6,25],lt:[5,6,7,10,12,14,15,16],lugaro:[0,6],luminos:[0,3,5,6,23,25],luminosity_1:25,luminosity_2:25,luminosu:5,lw:[0,6],lynnett:[0,6],m01:4,m0:2,m1:[0,2,4,6,7,8,10,11,12,13,14,17,19,30],m2:[2,4,7,8,10,11,14,17,19,30],m3:2,m4:2,m:[0,2,4,5,6,7,11,12,13,15,17,30],m_1:[0,4,5,6,7,8,9,10,11,12,13,14,15,16,17,19,27],m_2:[0,4,5,6,7,8,10,11,14,16,17],m_3:[0,6],m_4:[0,6],m_:17,m_max:[2,14,19],m_min:[14,19],m_sun:5,maccretor:[0,4,6],machin:[7,21,23,26],macro:[0,6,9,18],madau:2,made:[5,23,26],maeder:[0,6],magellan:[0,6],magnet:[0,6],magnetic_braking_algorithm:[0,6],magnetic_braking_algorithm_andronov_2003:0,magnetic_braking_algorithm_barnes_2010:0,magnetic_braking_algorithm_hurley_2002:0,magnetic_braking_algorithm_rappaport_1983:0,magnetic_braking_factor:[0,6],magnetic_braking_gamma:[0,6],magnitud:18,mai:[0,6,7,11],main:[0,1,5,6,8,11,12,13,14,17,21,23,26],main_sequ:[0,6,11,12,13,17],mainli:22,mainprocess:[5,7,11],major:[0,6],make:[0,1,2,4,5,6,7,10,11,12,13,14,15,17,18,19,21,23,25,26,27],make_build_text:18,makedir:[14,18],manag:[18,23,26],mani:[0,5,6,7,9,11,12,13,14,19,21],manual:8,manufactur:[0,6],map:21,mar:15,maria:[0,6],mass:[0,1,2,3,4,5,6,7,9,10,11,14,15,17,18,19,21,25,27,28,30],mass_1:[14,17,25],mass_2:[14,17,25],mass_accretion_for_eld:[0,6],mass_accretor:30,mass_donor:30,mass_evolut:25,mass_for_hestar_ia_low:[0,6],mass_for_hestar_ia_upp:[0,6],mass_loss_m:17,mass_lost:17,mass_of_pmz:[0,6],mass_rang:17,mass_str:2,massiv:[0,2,3,4,5,6,7,11,15,23],massless:[0,6],massless_remn:0,massrang:[5,7,11,12,13],master:[21,25],match:[0,5,6,10,11,14,15,25],materi:[0,5,6],math:[5,7,11,12,13,14,15,19,28],mathrm:[5,7,11,12,13],matplotlib:[5,7,12,13,15,17,23,25,26],matter:[0,6],mattsson:[0,6],mattsson_mass_loss:[0,6],mattsson_orich_tpagbwind:[0,6],max:[0,2,6,7,8,11,12,13,14],max_bound:[2,28],max_column:[5,7,15],max_evolution_tim:[0,1,5,6,7,8,10,11,12,13,14,15,17,28],max_hewd_mass:[0,6],max_logp:2,max_model_numb:[0,6],max_multipl:2,max_neutron_star_mass:[0,6],max_queue_s:21,max_row:[5,7,15],max_stellar_angmom_chang:[0,6],max_stellar_type_1:[0,6],max_stellar_type_2:[0,6],max_stellar_type_3:[0,6],max_stellar_type_4:[0,6],max_tim:[4,10,17],max_val:2,maxcount:4,maxdm:28,maximum:[0,2,5,6,7,8,11,12,13,14,21,28,30],maximum_mass_ratio_for_instant_rlof:[0,6],maximum_mass_ratio_for_rlof:30,maximum_mcbagb_for_degenerate_carbon_ignit:[0,6],maximum_nuclear_burning_timestep:[0,6],maximum_timestep:[0,6],maximum_timestep_factor:[0,6],maxmimum:[0,6],maxwellian:[0,6],mayb:25,mayor:2,mb:[5,7,11,13,14,18],mc13_pocket_multipli:[0,6],mc1:4,mc:[0,4,6,14,17,19],mch:[0,6],mcmin:[0,6],mdonor:[0,4,6],mean:[0,2,4,6,18,19,21,23,26,28],meant:21,measur:18,medium:[0,6],mega:2,mem:[7,11],mem_us:18,memaddr:[6,8],memori:[1,5,6,7,8,11,13,14,17,18,19,21,30],menv:[0,4,6],mer:4,mercuri:15,merg:[0,2,4,5,6,7,21],merge_dict:9,merge_multipl:2,merger:[0,4,6],merger_angular_momentum_factor:[0,6],merger_mass_loss_fract:[0,6],mesa:[23,26],mesasdk_init:[23,26],mesasdk_root:[23,26],mess:15,messag:18,messi:5,mestel:[0,6],met:[14,19],metal:[0,2,4,5,6,7,8,10,11,12,13,14,15,16,17,30],metallicity_0002:17,metallicity_001:17,metallicity_002:17,method:[0,6,8,10,11,12,13,14,17,19,21],meynet:[0,6],mf1:4,mf2:4,might:[7,11,14,15,19,23,26],milki:[0,6],miller:[0,6],min:[2,7,8,11,12,13,14],min_bound:[2,28],min_logp:2,min_per:2,min_val:2,mind:17,mindm:28,minimal_verbos:18,minimum:[0,2,6,18,21,28,30],minimum_co_core_mass_for_carbon_ignit:[0,6],minimum_co_core_mass_for_neon_ignit:[0,6],minimum_donor_menv_for_comenv:[0,6],minimum_envelope_mass_for_third_dredgeup:[0,6],minimum_helium_ignition_core_mass:[0,6],minimum_mcbagb_for_nondegenerate_carbon_ignit:[0,6],minimum_orbital_period_for_instant_rlof:[0,6],minimum_period_for_rlof:30,minimum_separation_for_instant_rlof:[0,6],minimum_separation_for_rlof:30,minimum_time_between_pn:[0,6],minimum_timestep:[0,6],mint:[0,6],mint_data_cleanup:[0,6],mint_dir:[0,6],mint_disable_grid_load_warn:[0,6],mint_fallback_to_test_data:[0,6],mint_hard_max_nshel:[0,6],mint_hard_min_nshel:[0,6],mint_kippenhahn:[0,6],mint_kippenhahn_companion_stellar_typ:[0,6],mint_kippenhahn_stellar_typ:[0,6],mint_maximum_nshel:[0,6],mint_maximum_shell_mass:[0,6],mint_metal:[0,6],mint_minimum_nshel:[0,6],mint_minimum_shell_mass:[0,6],mint_ms_rejuven:[0,6],mint_nshel:[0,6],mint_nuclear_burn:[0,6],mint_remesh:[0,6],mint_use_zams_profil:[0,6],minut:[7,18],mira:[0,6],misc:[6,23],miscellan:[9,18],miss:[0,6,11,12,13,18,20],mix:[0,6,21],mixtur:[0,6,11],mmax:[2,12,13,28],mmin:[2,12,13,21,28],mnra:30,model:[0,1,5,6,7,8,10,11,12,13,14,15,16,17,21],model_numb:[11,12,13],modif:3,modifi:[0,6,8,23,26],modul:[0,6,7,9,11,12,13,14,15,20,21,24],modulo:21,moe2017_opt:21,moe:[2,14,18,19,23],moe_di_stefano_2017:19,moe_di_stefano_2017_multiplicity_fract:2,moe_di_stefano_2017_pdf:2,moment:[0,5,6,8,14,17,28],momenta:[0,6,25],momentum:[0,6,15],monoton:[12,13],mont:[0,6,21],monte_carlo_kick:[0,6],more:[0,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,21,23,25,26,28],most:[5,6,7,12,13,15,18],mostli:[5,7,11,12,13,14,17,18,20,21,25,27],move:[0,5,6],ms:[0,4,6,8,11],msgpack:19,mstart:4,msun:[0,2,5,6,8,10,11,12,13,15,17,28],mu:[0,6],much:[0,5,6,7,11,14,17,18],multi:21,multipl:[0,2,5,6,21],multiplc:[0,6],multipli:[0,6,12,13,21,28],multiplicity_arrai:2,multiplicity_fraction_funct:21,multiplicity_model:21,multiplicity_modul:21,multiply_values_dict:9,multiprocess:21,must:[0,2,5,6,7,10,11,12,13,14,15,19,28],mw:[0,6],my:10,my_stellar_data:[1,8,14,16,17],myr:[0,5,6,7,10,11,12,13,15,28],n100:[0,6],n100_z0:[0,6],n100h:[0,6],n100l:[0,6],n10:[0,6],n150:[0,6],n1600:[0,6],n1600c:[0,6],n1:[0,6],n200:[0,6],n20:[0,6],n300c:[0,6],n3:[0,6],n40:[0,6],n5:[0,6],n:[0,1,2,4,5,6,7,8,10,11,12,13,14,16,17,18],n_logging_stat:21,naked_helium_star_giant_branch:0,naked_helium_star_hertzsprung_gap:0,naked_main_sequence_helium_star:0,name:[1,4,5,6,7,11,12,13,14,15,17,18,19,20,27,29],nameerror:15,narrow:[12,13],natur:[0,6,12,13],nauenberg:[0,6],nb:[0,6],nbinary_c:17,ncol:17,nearer:[0,6],nearest:[7,11,12,13],nebula:[0,6],necessari:[7,14,15,17,18,19],need:[0,2,6,8,10,11,12,13,14,15,17,19,23,26],neg:[0,6,28],neither:[0,6,19],neleman:[0,6],nelemans_gamma:[0,6],nelemans_max_frac_j_chang:[0,6],nelemans_minq:[0,6],nelemans_n_comenv:[0,6],nelemans_recalc_eccentr:[0,6],nemp:[0,6],nemp_cfe_minimum:[0,6],nemp_nfe_minimum:[0,6],nenamg:[0,6],neon:[0,5,6],neptun:15,nest:[14,18,19],network:[0,6,9],neutrn:[0,6],neutron:[0,5,6,14],neutron_star:0,never:[0,5,6,12,13],newer:[0,2,6],newli:[0,6],newnam:19,newopt:2,newton:[0,6],next:[11,12,13,14,18],nice:[1,19,25],nieuwenhuijzen:[0,6],nieuwenhuijzen_windfac:[0,6],nine:5,nmax:2,no_thermohaline_mix:[0,6],noecho:[0,6],noechonow:[0,6],noel:[0,6],nolowq:21,nomin:[0,6],non:[0,6,12,13,21],nonconservative_angmom_gamma:[0,6],none:[0,1,2,4,5,6,7,11,13,14,15,17,18,19,20,21,28,30],nonzero:21,nor:[0,6],norm:21,normal:[0,6,28],normalis:[2,21],normalize_dict:2,normalize_multipl:21,notabl:14,note:[0,4,5,6,11,12,13,14,17,18,19,21,28],notebook:[4,5,6,7,8,9,10,11,12,13,14,15,23,26],notebook_api_funct:10,notebook_bhbh:4,notebook_comenv:7,notebook_custom_log:[10,11,12,13,14],notebook_hrd:5,notebook_individual_system:[8,10,11,12,13,14],notebook_luminos:[12,13],notebook_luminosity_funct:11,notebook_luminosity_function_binari:[12,13],notebook_popul:[10,14],notebook_solar_system:15,noteworthi:3,noth:[19,21],notic:[12,13],notifi:27,nov:[0,17],nova:[0,5,6,7],nova_faml_multipli:[0,6],nova_irradiation_multipli:[0,6],nova_retention_algorithm_claeys2014:0,nova_retention_algorithm_const:0,nova_retention_algorithm_hillman2015:0,nova_retention_fract:[0,6],nova_retention_method:[0,6],nova_timestep_accelerator_index:[0,6],nova_timestep_accelerator_max:[0,6],nova_timestep_accelerator_num:[0,6],now:[0,2,4,5,6,7,8,10,11,12,13,14,15,17,18,19],np:[10,16,17,28],nre:[11,28],nrow:17,ns:[0,1,6,7,8,14],nsep:7,nsep_max:7,nsep_min:7,nstar:[5,11],nuclear:[0,6],nuclear_mass_hash:19,nuclear_mass_list:19,nucleosynthesi:[0,6,18],nucleosynthesis_sourc:[9,18],nucreacmult:[0,6],nucsyn:[6,23],nucsyn_angelou_lithium:[0,6],nucsyn_gce_outflow_check:[0,6],nucsyn_hbb:[0,6],nucsyn_init_abund_mix_ag89:0,nucsyn_init_abund_mix_asplund2005:0,nucsyn_init_abund_mix_asplund2009:0,nucsyn_init_abund_mix_garciaberro:0,nucsyn_init_abund_mix_grevesse_noels_1993:0,nucsyn_init_abund_mix_karakas2002:0,nucsyn_init_abund_mix_kobayashi2011_asplund2009:0,nucsyn_init_abund_mix_lodders2003:0,nucsyn_init_abund_mix_lodders2010:0,nucsyn_metal:[0,6],nucsyn_network:[0,6],nucsyn_network_error:[0,6],nucsyn_s_process:[0,6],nucsyn_solv:[0,6],nucsyn_solver_cvod:0,nucsyn_solver_kaps_rentrop:0,nucsyn_solver_lsoda:0,nucsyn_solver_numb:0,nucsyn_third_dredge_up:[0,6],nugi:[0,6],num_ansi_colour:[0,6],num_cor:[5,7,11,12,13,14,21],number:[0,2,4,5,6,7,11,12,13,14,15,17,18,19,20,21,23,26,28],numpi:[10,14,16,17,18,19,23,26,28],o:[2,6,18,23],obj:18,object:[0,3,6,15,18,19,21,22,25],object_parse_funct:10,observ:[11,12,13],obtain:[0,5,7,11,12,13],obvious:8,occur:[0,6,30],odot:[5,7,17],off:[0,4,6,14,17],off_m:[4,10,17],offset:[0,6],oh:4,ohio:[0,6],old:[12,13,19,21],old_solut:[23,26],oldnam:19,omega:[0,4,6,17],onc:[0,6,28],one:[0,6,9,12,13,14,15,16,17,19,21,25,28],onewd:0,onli:[0,5,6,8,11,12,13,14,15,17,18,19,21,28,30],onset:[0,6],onto:[0,2,6],oop:4,opac:[0,6],opacity_algorithm:[0,6],opacity_algorithm_ferguson_op:0,opacity_algorithm_paczynski:0,opacity_algorithm_star:0,opal:[0,6],open:[4,10,14,17],opm:2,opt:[2,4,6],option:[0,1,2,5,6,7,11,12,13,14,15,16,17,18,19,23,24,26,28,30],orb:[7,14,19],orbit:[0,2,4,6,7,11,15,25,30],orbit_evolut:25,orbital_eccentr:15,orbital_inclin:[0,6],orbital_inclinationi:[0,6],orbital_period:[0,4,6,7,8,10,11,14,16,17,30],orbital_period_quadrupl:[0,6],orbital_period_tripl:[0,6],orbital_phas:[0,6],orbital_phase_quadrupl:[0,6],orbital_phase_tripl:[0,6],orbital_separ:15,orbiting_object:[0,6,15],orbiting_objects_close_pc_threshold:[0,6],orbiting_objects_log:[0,6,15],orbiting_objects_tides_multipli:[0,6],orbiting_objects_wind_accretion_multipli:[0,6],order:[3,14,18,19],org:[0,2,6],orient:7,origin:[15,23,26],os:[4,5,7,10,11,12,13,14,15,17,18],other:[0,1,2,5,6,9,10,11,12,13,14,18,20,21,23,25,26],otherwis:[0,6,18,19,20,21],our:[5,7,11,12,13],out:[5,7,8,11,12,13,15,18,20,21],outcom:[0,6],outer:[0,5,6],outermost_core_mass:5,outfil:[14,19],outfile_nam:1,outfilenam:14,output:[1,3,4,6,8,9,10,15,16,17,18,19,21,23,25,26,27,30],output_dict:[5,7,10,11],output_dir:[10,14,19],output_fil:[10,18,19,20],output_filenam:[14,19],output_lin:18,outsid:[0,2,6],outward:[0,6],over:[5,7,9,10,11,12,13,14,18,19],overflow:[0,4,6,7],overrid:[2,17,19,28],overriden:14,overshoot:[0,6],overspin_algorithm:[0,6],overspin_bs:[0,6],overspin_massloss:[0,6],overview:6,own:[8,10,14,16,17,19,21,23,26],oxygen:[0,5,6],oxygen_neon_white_dwarf:0,p0:2,p1:2,p2:2,p3:2,p:[2,5,7,11,12,13,15,20],p_:7,p_in:4,p_out:4,packag:[6,14,18,23,26,28],paczynski:[0,6],pad:[7,11,12,13],pad_output_distribut:[5,7,11,12,13,18],page:[0,5,6,14,23,26],pair:[4,18,19],panda:[5,7,10,11,12,13,15,16,17,18,23,25,26],pane:25,panel:[0,6],paper:[0,6],param:[18,19],param_nam:18,paramet:[1,2,3,5,6,7,8,10,11,12,13,14,18,19,20,21,23,25,27,28,30],parameter_nam:[5,6,7,9,11,12,13,14,18,19],parameter_value_input_typ:[9,18],pars:[3,5,7,10,11,12,13,14,17,18,19,25,27],parse_binary_c_version_info:18,parse_cmdlin:19,parse_data:7,parse_funct:[5,7,10,11,12,13,14,19,21,27],parse_function_hr_diagram:25,parse_function_mass:25,parse_function_orbit:25,parse_output:17,parsec:2,part:[2,5,6,10,11,12,13,14,17,19,30],partial:[0,6],particularli:[0,6],pasp:2,pass:[6,8,10,14,15,17,18,19,21,23,25,26,27,28],path:[10,14,17,18,21,23,26],patho:[23,26],pd:[5,7,10,11,12,13,15,16,17],pdf:[0,2,6,17,23,26],peak:[7,12,13,28],peak_normalized_gaussian_func:28,pend:[0,4,6],per:[0,4,6,7,10,11,14,18,19,21,30],percentag:[0,6],peret:[0,6],perfect:[12,13],perfectli:[11,12,13],perform:[0,6],perhap:[0,5,6,7],periastron:[0,6],pericent:30,period:[0,2,4,6,7,8,10,11,12,13,14,15,17,25,30],period_str:2,perl:[1,11,12,13,14],persist:6,persistent_data:6,pgo:[0,6],phase:[0,5,6,7,11,12,13],phasevol:[0,6,14],phi:[4,17],photoevapor:[0,6],php:2,physic:[5,11,12,13,14],pick:25,piec:[14,17,19],pinnsonneault:[0,6],pkg:[23,26],pl:19,place:[0,6,11,18],placehold:25,plai:[0,6,12,13],plan:21,planet:15,planetari:[0,6],plaw2:21,pleas:[0,5,6,11,12,13,14,18],plot:[0,5,6,7,10,11,12,13,15,16,17,25],plot_data:[7,11,12,13],plot_funct:[23,24],plot_hr_diagram:25,plot_hr_diagram_singl:25,plot_mass:25,plot_orbit:25,plot_system:25,plot_typ:25,plt:[5,7,12,13,15,17],plu:[0,6],pluto:15,pm:25,pms_mass_1:25,pms_mass_2:25,pn:[0,6],pn_comenv_transition_tim:[0,6],pn_fast_wind:[0,6],pn_fast_wind_dm_agb:[0,6],pn_fast_wind_dm_gb:[0,6],pn_fast_wind_mdot_agb:[0,6],pn_fast_wind_mdot_gb:[0,6],pn_hall_fading_time_algorithm:[0,6],pn_hall_fading_time_algorithm_maximum:[0,6],pn_hall_fading_time_algorithm_minimum:[0,6],pn_resolv:[0,6],pn_resolve_maximum_envelope_mass:[0,6],pn_resolve_minimum_effective_temperatur:[0,6],pn_resolve_minimum_luminos:[0,6],pne:[0,6],png:17,pogg:[0,6],point:[0,2,5,6,18,19,23,26,28],poisson:[2,21],pol:[0,6],polytrop:[0,6],poor:[12,13],pop:[4,8,15],pop_macro:8,popul:[0,2,3,6,19,20,22,23,26,28],population_id:21,population_nam:[5,7,11,13,14],population_set:19,posit:[0,2,6,7],possibl:[0,1,2,5,6,10,15,18,20,23,26],post:[0,4,5,6,7,8],post_ce_adaptive_menv:[0,6],post_ce_envelope_dm_eagb:[0,6],post_ce_envelope_dm_gb:[0,6],post_ce_envelope_dm_tpagb:[0,6],post_ce_objects_have_envelop:[0,6],post_comenv_period:7,post_sn_orbit_bs:0,post_sn_orbit_method:[0,6],post_sn_orbit_tt98:0,postagb_legacy_log:[0,6],postagb_wind_gi:0,postagb_wind_krticka2020:[0,6],postagb_wind_non:[0,6],postagb_wind_use_gi:[0,6],postagbwind:[0,6],postcod:[5,7,14,19],potenti:[0,6],pow2:5,power:[0,2,6,7,12,13],powerlaw:2,powerlaw_const:2,powerlaw_extrapolation_q:2,ppn_envelope_mass:[0,6],pragma:8,pre:[0,4,6,7,17,25],pre_comenv_period:7,pre_events_stardata:[0,6],pre_main_sequ:[0,6],pre_main_sequence_fit_lob:[0,6],precod:[5,7,11,12,13,14,19],predefin:[2,11,12,13,14],predict:21,predictor:[0,6],prefer:[0,6,19],prefix:[0,6],prepar:2,prepare_dict:2,presc:4,prescrib:[0,6],prescript:[0,4,6,14],prescrit:[0,6],present:[2,5,11,12,13,14,17,19],preserv:[0,6],preset:25,pressur:[0,6],prev_stellar_type_1:14,prev_stellar_type_2:14,prevent:[0,4,5,6,21],previou:[7,12,13,18],previous:[10,14],previous_stardata:[1,7,8,10,14],primari:[1,2,5,7,11,12,13,14,19,30],prime:7,pringl:[0,6],print:[4,5,6,7,8,9,10,11,12,13,14,15,17,18,19,20,21],print_help:[9,18],print_info:20,print_option_descript:20,printf:[1,5,7,8,10,11,12,13,14,16,17],prior:[0,5,6],privat:[19,20,23],prob_dict:2,probability_weighted_mass:21,probabl:[0,1,2,5,6,7,8,11,12,13,14,17,19,20,21,25],probdist:[5,7,11,12,13,14,19],problem:[0,6,11],probtot:[12,13],process:[0,5,6,7,11,12,13,14,16,17,18,19,21],processor:[5,7,11],produc:5,profil:[0,6],progenitor:[0,6,14],program:[5,23,26],progress:18,project:[0,6],proper:[5,8,20],properli:[0,6,19],properti:[0,18,19,21,25],proport:7,prot1:[0,6],prot2:[0,6],prot3:[0,6],prot4:[0,6],provid:[0,2,6,14,19,21,27],pseudorandom:[0,6],psutil:21,publicli:8,puls:[0,5,6,30],pump:[0,6],purpos:[11,12,13,14,21,25],push:15,push_macro:8,put:[1,5,7,11,12,13,14,17,18,19,21,25],py:[5,7,11,12,13,14,15,23,26],py_rinterpol:[23,26],pyenv:[23,26],pyplot:[5,7,12,13,15,17],pysiz:18,pytest:[23,26],python3:[6,23,26],python:[3,5,7,11,12,13,18,19],q:[0,2,4,6,7,11,14,17,21,30],q_high_extrapolation_method:21,q_interpol:2,q_low_extrapolation_method:21,qc:4,qcrit_bh:[0,6],qcrit_bs:0,qcrit_cheb:[0,6],qcrit_chen_han_formula:0,qcrit_chen_han_t:0,qcrit_cowd:[0,6],qcrit_degenerate_bh:[0,6],qcrit_degenerate_cheb:[0,6],qcrit_degenerate_cowd:[0,6],qcrit_degenerate_eagb:[0,6],qcrit_degenerate_gb:[0,6],qcrit_degenerate_hegb:[0,6],qcrit_degenerate_hehg:[0,6],qcrit_degenerate_hem:[0,6],qcrit_degenerate_hewd:[0,6],qcrit_degenerate_hg:[0,6],qcrit_degenerate_lmm:[0,6],qcrit_degenerate_m:[0,6],qcrit_degenerate_n:[0,6],qcrit_degenerate_onewd:[0,6],qcrit_degenerate_tpagb:[0,6],qcrit_eagb:[0,6],qcrit_gb:[0,6],qcrit_gb_bs:0,qcrit_gb_chen_han_formula:0,qcrit_gb_chen_han_t:0,qcrit_gb_ge2015:0,qcrit_gb_hjellming_webbink:0,qcrit_gb_q_no_comenv:0,qcrit_gb_temmink2021:0,qcrit_gb_vos2018:0,qcrit_ge2015:0,qcrit_hegb:[0,6],qcrit_hehg:[0,6],qcrit_hem:[0,6],qcrit_hewd:[0,6],qcrit_hg:[0,6],qcrit_hjellming_webbink:0,qcrit_lmm:[0,6],qcrit_m:[0,6],qcrit_n:[0,6],qcrit_onewd:[0,6],qcrit_q_no_comenv:0,qcrit_temmink2021:0,qcrit_tpagb:[0,6],qcrit_vos2018:0,qcrits_:[0,6],qcrits_degenerate_:[0,6],qdata:2,qlimit:2,qs:2,quad:21,quadrat:[0,6],quadrulpl:[0,6],quadrupl:[0,2,6,21],quantiti:25,queri:10,queue:[5,7,11,21],quickli:10,quit:[0,5,6,18],r1:[4,10,17],r2:[4,10,17],r:[0,1,4,5,6,10,14,17,23,26],r_l:30,r_sun:5,radau:[0,6],radi:[0,6],radiat:[0,6],radii:[0,6,30],radiu:[0,1,5,6,8,14,16,25,30],radius_1:25,radius_2:25,ragb:30,raghavan2010_binary_fract:2,raghavan:2,rai:[0,6],railton:[0,6],rais:[0,6,14,18,21],ram:[0,6],ran:[5,7,11,21],randbuf:[4,17],random:[0,4,6,17,21],random_count:[4,10,17],random_se:[0,4,6,10,17],random_skip:[0,6],random_system:[0,6],random_systems_se:[0,6],rang:[0,2,5,6,7,10,11,12,13,14,19,21,28],rapid:[0,6],rapidli:[0,6],rappaport:[0,6],rate:[0,2,6,12,13],rather:[0,6,8,10,14,19,21,23,26],ratio:[0,2,5,6,7,11,12,13,14,30],raw:[6,17,18,19,21,25,27],rc:[4,5,7,11,12,13,15,25],re:[0,1,5,6,7,11,12,13,15,20],reach:[0,4,5,6,7],reaction:[0,6],read:[3,4,10,14,17,18],readabl:18,readlin:4,real:[5,11,14,19],realist:[12,13],realiti:[12,13],realli:[0,5,6,14,19,20,21],reason:[0,6,12,13],rebuild:[0,6,23,26],rebuilt:[23,26],recalcul:[0,6],receiv:18,recent:[12,15],recogn:14,recognis:19,recombin:[0,6],recommend:[1,3,23,26],recompil:[11,12,13,14,23,26],recurs:[18,19],red:[0,5,6,12,13,15],redhat:1,redshift:2,reduc:[0,4,6],reduct:21,regardless:25,region:[0,6,28],regist:14,reignit:[0,6],reimer:[0,6],reinstal:[23,26],reject:[0,6],rejects_in_log:[0,6],rejuven:[0,6,11],rel:[0,6],relat:[0,6],releas:[18,23,26],reliabl:6,remain:[0,6,18],rememb:[4,5,12,13],remesh:[0,6],remnant:[0,5,6],remov:[0,6,7,10,14,15,18,19],remove_fil:18,renam:[12,13,19],rename_grid_vari:[12,13,19],renormalis:2,rentrop:[0,6],repeat:[0,6,21],repo:23,report:[0,5,6,7,11,12,13,14],repositori:3,repres:21,represent:[14,19],reproduc:[0,6],requir:[0,2,6,7,10,11,12,13,14,15,17,18,25,27],rerun:5,reset:[0,6],reset_pref:[0,6],reset_star:[0,6],reset_stars_default:[0,6],resolut:[0,5,6,7,11,12,13,14,19,21,28],resolv:[0,6,11],reson:[0,6],resourc:[12,13],respect:[0,2,6],rest:[2,14,19],restructuredtext:18,result:[0,1,2,5,6,7,10,11,12,13,14,17,18,19,21,23,26],result_arrai:2,result_dict:2,result_example_head:17,result_example_header_1:17,result_example_header_2:17,results_dictionari:[5,7,11,12,13],retain:[0,6],rethink:18,return_all_info:19,return_arglin:6,return_binary_c_default:19,return_binary_c_version_info:[9,18,19],return_compilation_dict:1,return_help:6,return_help_al:[6,18],return_maximum_mass_ratio_for_rlof:[6,30],return_minimum_orbit_for_rlof:[6,30],return_persistent_data_memaddr:6,return_population_set:19,return_store_memaddr:6,return_version_info:[6,18],reus:19,revap_in:[0,6],revap_out:[0,6],revers:[0,6,25],reverse_tim:[0,6],revis:[0,18],rewrit:19,rgb:5,rhagavan:21,ri0005:[5,14],rich:[0,6],riello:[0,6],rin:[0,6],ring:[0,6],risk:[14,19],ritter:[0,6],rk2:[0,6],rk4:[0,6],rl1:4,rl2:4,rl:[0,4,6],rlof:[0,4,6,30],rlof_angular_momentum_transfer_model:[0,6],rlof_angular_momentum_transfer_model_bs:0,rlof_angular_momentum_transfer_model_conserv:0,rlof_eccentric_as_circular:[0,6],rlof_entry_threshold:[0,6],rlof_f:[0,6],rlof_interpolation_binary_c:0,rlof_interpolation_bs:0,rlof_interpolation_method:[0,6],rlof_mdot_factor:[0,6],rlof_mdot_modul:[0,6],rlof_method:[0,6],rlof_method_adapt:0,rlof_method_adaptive2:0,rlof_method_bs:0,rlof_method_claei:0,rlof_method_ritt:0,rlof_nonconservative_gamma_donor:0,rlof_nonconservative_gamma_isotrop:0,rlof_radiation_correct:[0,6],rlof_transition_objects_escap:[0,6],rob:[0,2,6,30],robert:[23,26],roch:[0,4,6,7,30],roche_lob:30,rochelob:30,rol1:[4,10,17],rol2:[4,10,17],room:[14,19],root:[23,26],rotat:[0,2,6],rotation:[0,6],rotationally_enhanced_expon:[0,6],rotationally_enhanced_mass_loss:[0,6],rotationally_enhanced_massloss:[0,6],rotationally_enhanced_massloss_angmom:0,rotationally_enhanced_massloss_langer_formula:[0,6],rotationally_enhanced_massloss_langer_formula_and_angmom:0,rotationally_enhanced_massloss_non:0,rough:5,rout:[0,6],routin:[0,3,6,19,23,25],row:[10,17,25],rring:[0,6],rssd:2,rst:[18,20],rsun:[5,25],rubric:19,run:[0,1,3,4,5,6,7,11,12,13,16,18,19,21,23,26,27],run_and_calc_mass:17,run_binary_custom_log:17,run_popul:6,run_system:[4,6,8,9,10,15,16,25,27],run_system_wrapp:[3,4,8,16,23,24],run_zero_probability_system:21,runawai:[4,17],runtim:[1,21],russel:[0,3,6,23],rzam:[4,30],s:[0,2,4,5,6,7,10,12,13,14,15,17,18,19,21,30],safe:14,sai:[0,5,6],said:[0,6],same:[0,6,10,14,19,21,23,26],sampl:[0,2,3,6,11,14,19,28],sample_valu:2,sampler:23,samplerfunc:[5,7,11,12,13,14,19,21,28],sana12:[2,7,11,14],sana:2,saturn:15,save:[0,1,2,5,6,7,8,11,12,13,14],save_ensemble_chunk:21,save_loop:17,save_pre_events_stardata:[0,6],scalar:18,scalo:2,scanf:0,scene:17,scheme:[0,6],schneider:[0,6],schroeder:[0,6],script:[3,8,18,23,26],sdb:[0,6],sdo:[0,6],seaborn:[5,7,11,12,13,15],search:[5,11,15,23],search_for_bhbh:4,second:[0,2,6,7,15,18,19,25],secondari:[2,4,5,11,30],section:[2,6,14,18,22,23,26],see:[0,4,5,6,7,8,9,10,11,12,13,14,17,19,23,25,26],seed:[0,6],seem:[23,25,26],seen:18,segment:28,seitenzahl2013_model:[0,6],seitenzahl:[0,6],select:[0,6,10,11,15,17,18],selected_head:[17,18],selector:[0,6],self:[5,7,10,11,12,13,14,19,21,28],semi:[0,6],sent:[0,6],sentenc:1,sep:[2,4,7,10,11,14,17,19,30],sep_max:[7,11,14],sep_min:[7,11,14],separ:[0,2,4,5,6,8,10,14,15,16,17,19,20,25,30],separation_quadrupl:[0,6],separation_tripl:[0,6],separta:[0,6],seper:14,sepf:4,sequenc:[0,5,6,8,11,12,13,17],sequnec:[11,12,13],seri:[0,6,28],serialis:19,serv:[17,18],server:[17,19],set:[0,1,2,3,4,8,9,10,15,17,18,19,20,21,23,25,26,28],set_context:[5,7,11,12,13,15],set_moe_di_stefano_set:19,set_opt:[2,5,7,15],set_titl:17,set_xlabel:[5,7,11,12,13,15,17],set_ylabel:[5,7,11,12,13,15,17],set_yscal:17,setup:[5,14,27],sever:[9,14,17,20,21,25,27],sfh:2,sh:[23,26],shannon:28,shara:[0,6],share:[1,10,16,17,21,27],shared_lib_filenam:8,shell:[0,6,18],shellular:[0,6],shorten:[0,4,6],shorter:4,shortli:5,should:[0,1,2,4,5,6,7,10,11,12,13,14,17,18,19,20,21,23,25,26,27,28],shouldn:[0,6,18],show:[0,3,4,5,6,7,10,11,12,13,14,17,19,21,25,28],show_plot:25,show_stellar_typ:25,showlist:28,shown:[0,6,25,28],showtabl:28,shrink:[4,7],shrinkagb:10,side:[11,12,13,14],siess:[0,6],sigma:[2,28],signal:[5,7,11],silent:18,sill:[0,6],sim10:7,sim:5,similar:28,simpl:[5,7,11,15],simplest:10,simpli:[0,6,12,13],simul:[0,1,5,6,7,8,11,12,13,14],simulation_:19,sinc:[18,25],singl:[0,2,3,4,5,6,11,12,13,14,17,19,21,25],single_star_lifetim:[6,8,10],sit:[0,6],site:6,situat:6,size:[18,21],skip:[0,5,6,7,11,21],slice:17,sliced_df:17,slightli:6,slope:2,slow:[0,5,6,7,11,12,13],slower:[0,6],slurm:[19,21,22],slurm_grid:19,small:[0,4,6,12,13],small_envelope_method:[0,6],small_envelope_method_bs:0,small_envelope_method_miller_bertolami:0,smaller:[0,6,28],smarter:[12,13],smooth:[5,12,13],smoother:[7,12,13],sn:[0,4,5,6,7,11,12,13,15,17],sn_impulse_liu2015:0,sn_impulse_non:0,sn_impulse_wheeler1975:0,sn_kick_companion_a:[0,6],sn_kick_companion_aic_bh:[0,6],sn_kick_companion_bh_bh:[0,6],sn_kick_companion_bh_n:[0,6],sn_kick_companion_ecap:[0,6],sn_kick_companion_grb_collapsar:[0,6],sn_kick_companion_hestaria:[0,6],sn_kick_companion_ia_chand:[0,6],sn_kick_companion_ia_chand_co:[0,6],sn_kick_companion_ia_eld:[0,6],sn_kick_companion_ia_h:[0,6],sn_kick_companion_ia_he_co:[0,6],sn_kick_companion_ia_hybrid_hecowd:[0,6],sn_kick_companion_ia_hybrid_hecowd_sublumin:[0,6],sn_kick_companion_ibc:[0,6],sn_kick_companion_ii:[0,6],sn_kick_companion_iia:[0,6],sn_kick_companion_ns_n:[0,6],sn_kick_companion_tz:[0,6],sn_kick_companion_wdkick:[0,6],sn_kick_dispersion_aic_bh:[0,6],sn_kick_dispersion_bh_bh:[0,6],sn_kick_dispersion_bh_n:[0,6],sn_kick_dispersion_ecap:[0,6],sn_kick_dispersion_grb_collapsar:[0,4,6],sn_kick_dispersion_ia_hybrid_hecowd:[0,6],sn_kick_dispersion_ia_hybrid_hecowd_sublumin:[0,6],sn_kick_dispersion_ibc:[0,4,6],sn_kick_dispersion_ii:[0,4,6],sn_kick_dispersion_ns_n:[0,6],sn_kick_dispersion_tz:[0,6],sn_kick_distribution_aic_bh:[0,6],sn_kick_distribution_bh_bh:[0,6],sn_kick_distribution_bh_n:[0,6],sn_kick_distribution_ecap:[0,6],sn_kick_distribution_grb_collapsar:[0,6],sn_kick_distribution_ia_hybrid_hecowd:[0,6],sn_kick_distribution_ia_hybrid_hecowd_sublumin:[0,6],sn_kick_distribution_ibc:[0,6],sn_kick_distribution_ii:[0,6],sn_kick_distribution_ns_n:[0,6],sn_kick_distribution_tz:[0,6],sn_none:8,sn_type:8,sneia:[0,6],snia:[0,6],snippet:[6,10],so:[0,2,4,5,6,7,8,10,11,12,13,14,19,21,25],solar:[0,2,3,5,6,7,9,23,30],solver:[0,6],solver_forward_eul:0,solver_predictor_corrector:0,solver_rk2:0,solver_rk4:0,some:[0,1,2,5,6,7,8,9,10,11,12,13,14,17,19,21,23,25,26],someth:[0,5,6,7,10,11,12,13,19],sometim:9,somewhat:[11,12,13,14,15],soon:28,sort:[5,11,12,13,15,18,19],sort_kei:19,sourc:[1,2,7,18,19,20,21,24,25,27,28,30],source_file_filenam:21,source_list:19,sourcecod:[6,8,23,26],sourcefile_nam:1,sp:2,space:[0,5,6,11,12,13,14,19,28],spacing_funct:[23,24],special:[0,6,14],specif:[0,6,9,10,18,25],specifi:[0,6,21,28],spectral:2,speed:[0,6,21],speedtest:[0,6],spent:18,spera:[0,6],spheric:[0,6],spiki:[12,13],spin:[0,6,15],spinrat:[0,6],split:[0,4,6,10,14,15,17,21],split_lin:10,splitlin:[5,6,7,8,10,11,12,13,14,15],splitpoint:[0,6],spread:19,sqrt:[0,6],src:[0,6,8,23,26],st1:17,st2:17,st:4,stabil:[0,6],stabl:[0,6,23,26],stancliff:[0,6],standard:[0,2,6,11,12,13,28],star1:15,star:[1,2,3,4,6,7,8,9,10,11,12,14,15,16,17,21,23,25,28,30],star_with_no_mass:0,starcount:[5,7,11,13,14],stardata:[0,1,5,6,7,8,10,11,12,13,14,16,17],stardata_dump_filenam:[0,6],stardata_load_filenam:[0,6],stardata_t:8,starnum:[5,11],start:[0,1,4,5,6,7,10,11,12,13,14,17,18,19,20,21],start_at:21,start_tim:[0,6],start_timestamp:[5,7,11,13,14],startrack:[0,6],startswith:10,state:[0,6],statement:[1,8,10,11,12,13,14,15,16,17],statist:[0,6],statu:[0,1,5,6,7,11,12,13,14],stderr:[0,6],stdout:[18,28],steadi:[0,6],stefan:25,stefano:[14,18,19,23],stellar:[0,2,3,4,6,13,21,23,25,28,29],stellar_structure_algorithm:[0,6],stellar_structure_algorithm_external_funct:0,stellar_structure_algorithm_mint:0,stellar_structure_algorithm_modified_bs:0,stellar_structure_algorithm_non:0,stellar_typ:[1,5,8,10,11,12,13,14,23,24,25],stellar_type1:4,stellar_type2:4,stellar_type_1:[0,6,14,25],stellar_type_2:[0,6,14,25],stellar_type_3:[0,6],stellar_type_4:[0,6],stellar_type_dict:29,stellar_type_dict_short:29,step:[5,7,8,10,11,12,13,14,19,25,28],stepsiz:[14,19],stick:21,stiff:[0,6],still:[1,8,15,21],stop:[0,5,6,7,11,17,18],stopfil:[0,6],storag:[0,6],store:[0,2,3,5,7,10,11,12,13,14,18,19,21,23,26,30],store_capsul:6,store_memaddr:[6,30],str:[1,4,5,14,18,19,20,25],straight:19,straightforward:[5,11,12,13,14],straniero:[0,6],strength:[0,6],strictli:[11,12,13],string:[0,1,3,6,10,11,12,13,14,15,18,19,20,21,25,27],strip:[0,6,10,15],strong:5,stronger:[0,5,6],struct:[0,6,8],structur:[0,6,7,18,21,25],studi:5,stuff:[10,14,18,21,25],style:[0,6,19],sub:[0,6,18],subject:[0,6],sublumin:[0,6],submit:23,subplot:17,subroutin:22,subsequ:[0,6],succe:[0,6],suddenli:5,suffer:5,suffici:5,suggest:[0,6,23,26],suit:[23,26],suitabl:28,sum:[0,6],sun:15,sundial:[0,6],supercrit:[0,6],superflu:15,supernova:[0,4,6,7,21],superwind:[0,6],superwind_mira_switchon:[0,6],support:19,sure:[2,10,11,12,13,14,19,21,23,25,26,27],surfac:[0,6],surrei:[5,14],surviv:[0,6,15],survivor:[0,6],swallow:15,switcher:[0,6],symlink:[5,7,11,14,21],symmetr:[0,6],synchron:[0,6],synonym:[0,6],synthesi:[11,12,13,14,21,23,26],system:[0,3,5,6,7,8,11,12,13,14,16,17,18,19,21,23,25,26,27],system_dict:19,system_gener:[14,19],system_numb:19,system_queue_fil:[5,7,11],t:[0,1,2,4,5,6,10,12,13,14,18,19,21,28],t_:5,tabl:[0,2,6,28],take:[0,2,6,7,11,14,17,18,19,21,27],taken:[0,6,8],talk:5,target:[1,20],task:[0,2,6,14,17,18,19,20,22,25,27,28,30],tauri:[0,6],tbse:[0,6],technic:[5,7,8,11,12,13,14],teff:[0,2,4,6],teff_1:25,teff_2:25,teff_from_star_struct:5,teff_postagb_max:[0,6],teff_postagb_min:[0,6],tell:18,temp_dir:[4,5,7,10,12,13,14,15,18],temperatur:[0,2,6,15,25],tempfil:17,termin:[1,5,8,14,23,26],test:[0,6,10,14,18,19,21,23,26,30],test_data:[0,6],test_func:6,test_log:17,test_logfil:10,test_pop:14,text:[5,7,15,18,20],than:[0,2,5,6,7,11,12,13,14,18,21,23,26],thats:14,thei:[0,2,4,5,6,7,11,14,15,19,21,25],thelog:[0,6],them:[2,5,6,7,14,16,17,18,19],themselv:2,theoret:[11,12,13],thermal:[0,2,5,6,30],thermally_pulsing_asymptotic_giant_branch:0,thermohalin:[0,6],thermonuclear:5,thesi:[0,6],thi:[0,1,2,4,5,6,7,8,9,10,11,12,13,14,15,17,18,19,20,21,23,24,25,26,27,28,30],thick:[0,6],thick_disc_end_ag:[0,6],thick_disc_logg_max:[0,6],thick_disc_logg_min:[0,6],thick_disc_start_ag:[0,6],thin:[0,6],thing:[0,2,5,6,7,11,12,13,14,17,18,19,20,27],think:[0,6,18,19],third:[0,2,6,15,28],third_dup:[0,6],third_dup_multipli:[0,6],thorn:[0,6],those:[5,7,11,12,13,14,17,18,19,23,26],thread:[5,7,11,12,13,18,19,21],thread_id:21,three:[0,2,6,12,13,14],three_part_powerlaw:[2,7,11,12,13,14],threshold:[0,6,18,21],through:[5,6,10,11,12,13,14,19,25,27],throughout:[11,12,13,14,19],thu:28,tidal:[0,4,6],tidal_strength_factor:[0,6],tide:[0,6,15],tides_convective_damp:[0,6],tides_diagnosis_log:6,tides_hurley2002:[0,6],tides_zahn1989:[0,6],tight:17,time:[0,1,2,4,5,6,7,8,10,11,12,13,14,15,16,17,18,19,21,23,25,26,28],timedelta:18,timescal:[0,6],timestamp:21,timestep:[0,6,7,8,10,11,12,13],timestep_limit:[0,6],timestep_log:[0,6],timestep_modul:[0,6],timestep_multipli:[0,6],timestep_solver_factor:[0,6],tini:5,tinslei:2,tip:5,titl:[11,20],tmax:28,tmin:28,tmp:[0,5,6,7,10,11,12,13,14,15,18,23,26],tmp_dir:[4,5,7,10,12,13,14,15,19,21],tmp_tabl:2,toasti:15,todo:[0,1,2,4,6,9,14,18,19,20,21,25,27,28,30],toler:[0,6],too:[0,5,6,12,13,15,19,21,23,26,27],took:[5,7,11,13,14,17],top:[14,19],topcod:[5,7,14,19],topic:[0,6],torqu:[0,6],total:[0,2,5,6,7,11,12,13,14,17,18,19,21,25],total_count:[5,7,11,13,14],total_mass_run:[5,7,11,13,14],total_prob:[5,7,11,12,13,14],total_probability_weighted_mass_run:[5,7,11,13,14],tout:[0,6,30],tout_pringle_1992_multipli:[0,6],tp:[0,6],tpagb:[0,5,6],tpagb_reimers_eta:[0,6],tpagb_wind_beasor_etal_2020:0,tpagb_wind_bloeck:0,tpagb_wind_goldman_etal_2017:0,tpagb_wind_mattsson:0,tpagb_wind_reim:0,tpagb_wind_rob_cwind:0,tpagb_wind_van_loon:0,tpagb_wind_vw93_karaka:0,tpagb_wind_vw93_karakas_carbon_star:0,tpagb_wind_vw93_orig:0,tpagb_wind_vw93_orig_carbon_star:0,tpagbwind:[0,6],tpagbwindfac:[0,6],tpr:[7,11,19],traceback:[12,15,18],track:[5,21,25],trade:[0,6],trail:28,transfer:[0,5,6],transform:[0,6],transit:[0,6],treat:[0,6,28],trem:18,trigger:[0,6],trio:[11,12,13,14],tripl:[0,2,6,21],truli:[0,6],tupl:[1,5,18,28],turn:[0,4,6,10,14],tutori:[3,23],two:[0,5,6,8,18,19,29,30],txt:[10,14,17,19,23,26,27],type:[0,1,2,4,6,7,10,11,12,13,14,17,18,19,20,21,25,28,29,30],type_chng:[4,10,17],type_ia_mch_supernova_algorithm:[0,6],type_ia_mch_supernova_algorithm_dd2:0,type_ia_mch_supernova_algorithm_seitenzahl2013:0,type_ia_mch_supernova_algorithm_seitenzahl2013_automat:0,type_ia_sub_mch_supernova_algorithm:[0,6],type_ia_sub_mch_supernova_algorithm_livne_arnett_1995:0,typeerror:12,typic:[0,6],ubvri:[0,6],ugriv:[0,6],uk:[5,14],unavail:[0,6],unbound:4,uncom:[10,11,12,13,14,15,19],unction:6,undef:8,under:[10,28],undergo:7,undescrib:20,unexpect:12,uniform:2,union:[2,14,18,19,28,30],uniqu:[14,17,19,21],unit:[0,5,6,9,18,30],univari:[0,6],univers:[5,7],unix:19,unknown:27,unless:[1,19,21],unlik:[12,13],unload:19,unmerg:7,unpars:6,unphys:[4,7,11],unrecogn:[23,26],unresolv:11,unsign:0,unstabl:[0,4,6],until:[0,2,5,6],unus:[0,6,21],unweight:14,up:[0,1,2,3,8,10,15,18,19],updat:[2,12,13,14,19,23,26],update_dict:9,update_grid_vari:[12,13,19],upper:[0,2,6,28],uranu:15,us:[0,1,2,3,9,10,14,18,19,20,21,22,23,25,26,27,28,30],usag:[0,3],use_astropy_valu:25,use_datadir:[14,19],use_fixed_timestep_:[0,6],use_periastron_roche_radiu:[0,6],use_tabular_intershell_abundances_karakas_2012:[0,6],usecas:3,useful_func:[23,24],user:[1,2,8,18,19,20,21,27],usual:[0,2,4,5,6,11,12,13,14,18,19,21],util:[1,2,4,5,6,7,8,9,10,11,12,13,14,15,16,18,19,20,25,27,28,30],v:[4,17,23,26],val:2,valid:[0,2,6,8,18],valu:[0,1,2,5,6,9,10,11,12,13,14,17,18,19,20,21,25,28],value_lin:10,valueerror:14,valuerang:[5,7,11,12,13,14,19],values_arrai:10,van:[0,6],vandenheuvel_log:[0,6],vari:[0,5,6,7,14],variabl:[0,3,5,6,7,18,19,21],variant:[0,6],variou:[0,6],vassiliadi:[0,6],vb1print:19,vb2print:19,vb:4,veloc:[0,2,6],venu:15,verbos:[1,2,5,7,10,11,12,13,14,16,18,19,21,23,26],verbose_print:18,veri:[0,4,5,6,7,8,10,12,13,14,19,28],versa:30,version:[0,6,9,14,18,19,23,26],version_info:18,version_info_dict:9,version_info_str:18,version_onli:[0,6],via:[3,5,6,8,11,12,13,14,19,21,25],vice:30,vink:[0,6],virtual:[23,26],virtualenviron:[23,26],viscos:[0,6],viscou:[0,6],visibl:8,visit:23,vk:[4,17],vn:[4,17],volum:[0,6],vr:[4,17],vrot1:[0,6],vrot2:[0,6],vrot3:[0,6],vrot4:[0,6],vrot_breakup:0,vrot_bs:0,vrot_non_rot:0,vrot_sync:0,vs:[15,25],vw93:[0,6],vw93_eagb_wind_spe:[0,6],vw93_mira_shift:[0,6],vw93_multipli:[0,6],vw93_tpagb_wind_spe:[0,6],vwind:[0,6],vwind_beta:[0,6],vwind_multipli:[0,6],w:[1,10,14,19],wa:[0,2,5,6,9,10,12,13,14,19,21,23,26],wai:[0,6,10,12,13,19,21,25],wang:[0,6],want:[0,2,4,6,7,8,9,11,12,13,14,17,18,19,20,21,23,25,26],warmup_cpu:[0,6],warn:[0,6,10,14],wast:[7,12,13],wave:[0,5,6,7,14],wd:[0,6],wd_accretion_rate_new_giant_envelope_lower_limit_helium_donor:[0,6],wd_accretion_rate_new_giant_envelope_lower_limit_hydrogen_donor:[0,6],wd_accretion_rate_new_giant_envelope_lower_limit_other_donor:[0,6],wd_accretion_rate_novae_upper_limit_helium_donor:[0,6],wd_accretion_rate_novae_upper_limit_hydrogen_donor:[0,6],wd_accretion_rate_novae_upper_limit_other_donor:[0,6],wd_kick:[0,6],wd_kick_at_every_puls:0,wd_kick_at_given_puls:0,wd_kick_direct:[0,6],wd_kick_end_agb:0,wd_kick_first_rlof:0,wd_kick_pulse_numb:[0,6],wd_kick_when:[0,6],wd_sigma:[0,6],wdwd_merger_algorithm:[0,6],wdwd_merger_algorithm_bs:0,wdwd_merger_algorithm_chen2016:0,wdwd_merger_algorithm_perets2019:0,we:[0,2,3,4,5,6,7,8,9,10,11,12,13,14,15,17,18,19,23,26,28],weight:[0,6,12,13,21],weirdli:11,well:[0,6,8,10,11,12,13,21,23,26],went:[12,13],were:[5,7,11,13,14,18],what:[0,1,2,4,5,6,7,8,10,11,12,13,14,17,18,20,21,23,26,27,28],whatev:[0,6,8,17,19,23,26],wheeler:[0,6],when:[0,1,2,5,6,7,9,10,14,15,18,19,20,21,23,26,27,28],whenev:[23,26],where:[0,1,2,5,6,11,12,13,14,18,19,20,21,23,26],whether:[0,2,6,14,18,19,20,21,25,28,30],which:[0,1,2,5,6,7,8,9,10,11,12,13,14,16,17,18,19,20,21,23,26,27,28,30],whichev:21,white:[0,5,6],white_dwarf_cooling_carrasco2014:[0,6],white_dwarf_cooling_mestel:[0,6],white_dwarf_cooling_mestel_modifi:[0,6],white_dwarf_cooling_model:[0,6],white_dwarf_radius_carrasco2014:[0,6],white_dwarf_radius_model:[0,6],white_dwarf_radius_mu:[0,6],white_dwarf_radius_nauenberg1972:[0,6],whole:[0,6,7,8,19,21],why:7,wide:[4,11,12,13],wider:4,width:[0,6,7],wiggl:[12,13],wind:[0,4,5,6,11],wind_algorithm_binary_c_2020:[0,4],wind_algorithm_hurley2002:0,wind_algorithm_non:[0,4],wind_algorithm_schneider2018:0,wind_angmom_loss_bs:0,wind_angmom_loss_lw:0,wind_angmom_loss_lw_hybrid:0,wind_angmom_loss_spherically_symmetr:0,wind_angular_momentum_loss:[0,6],wind_disc_angmom_fract:[0,6],wind_disc_mass_fract:[0,6],wind_djorb_fac:[0,6],wind_gas_to_dust_ratio:[0,6],wind_lbv_luminosity_lower_limit:[0,6],wind_mass_loss:[0,4,6],wind_multiplier_:[0,6],wind_nieuwenhuijzen_luminosity_lower_limit:[0,6],wind_type_multiplier_:[0,6],within:[0,6,8,9,14,18,19,23,26],without:[2,8,10,12,13,18,19,21],won:[0,6,10],wood:[0,6],work:[0,6,8,10,11,12,13,17,18,19,23,25,26],would:[0,6,12,13,14,25],wouldn:[14,19],wr:[0,6],wr_wind:[0,6],wr_wind_bs:0,wr_wind_eldridg:0,wr_wind_fac:[0,6],wr_wind_maeder_meynet:0,wr_wind_nugis_lam:0,wrap:[1,8],wrapper:[6,8,10,30],write:[1,4,5,6,7,8,10,11,14,16,17,18,19,20,21,27],write_binary_c_calls_to_fil:[14,19],write_binary_c_parameter_descriptions_to_rst_fil:18,write_ensembl:19,write_grid_options_to_rst_fil:20,write_logfil:6,written:[6,10,14,19,20,21,27],written_data:10,wrlof_mass_transf:[0,6],wrlof_method:[0,6],wrlof_non:0,wrlof_q_depend:0,wrlof_quadrat:0,wrong:[12,13,23,26],wrt:17,wrwindfac:[0,6],wtts2:[0,6],wtts_log:[0,6],www:[0,2,6],x0:2,x1:2,x86_64:6,x:[0,2,5,6,8,10,15,17,18,19,25,28],xlabel:16,xlim:[7,15],xx:15,y:[4,5,15,19,25],year:[0,2,6],year_length_in_dai:7,yet:[0,6,17,18,19,21,25],yield:[0,6,28],ylim:15,you:[0,1,4,5,6,7,8,10,11,12,13,14,15,16,17,18,19,20,21,23,25,26,28,30],young:[0,6],your:[8,10,16,17,23,26],yourself:[5,7,11,12,13,14,25],yscale:[11,12,13,15],yy:15,z:[0,2,5,6,7,17,19,30],zahn:[0,6],zam:[0,2,3,5,6,11,27,30],zams_collis:30,zams_mass:[5,11,12,13,14],zams_mass_1:14,zams_mass_2:14,zero:[0,1,3,4,5,6,7,13,18,21,23],zero_ag:[5,8,10,11,12,13,14],zero_age_main_sequence_star:[11,12,13],zero_age_main_sequence_starn:11,zero_prob_stars_skip:[5,7,11,13,14],zone:[0,6],zoom:[0,6,28],zoom_dispers:28,zoom_magnitud:28,zoom_magntiud:28,zoom_mean:28,zoomfac_multiplier_decreas:[0,6],zoomfac_multiplier_increas:[0,6],zsolar:2,zytkow:[0,6]},titles:["Binary_c parameters","custom_logging_functions module","distribution_functions module","Example notebooks","Example use case: Binary black hole systems","Example use case: Hertzsprung-Russell diagrams","Tutorial: Using the API functionality of binary_c-python","Example use case: Common-envelope evolution","Tutorial: Using custom logging routines with binary_c-python","Tutorial: Extra features and functionality of binary_c-python","Tutorial: Running individual systems with binary_c-python","Example use case: Zero-age stellar luminosity function in binaries","Example use case: Zero-age stellar luminosity function","Example use case: Massive star luminosity","Tutorial: Running populations with binary_c-python","Example use case: Solar system using the API functionality","&lt;no title&gt;","Binary_c and python example notebook","functions module","grid_class module","Grid options and descriptions","Population grid code options","hpc_functions module","Welcome to binary_c-python\u2019s documentation!","Binarycpython code","plot_functions module","Python module for binary_c","run_system_wrapper module","spacing_functions module","stellar_types module","useful_funcs module"],titleterms:{"case":[4,5,7,11,12,13,15],"function":[6,9,10,11,12,13,14,15,17,18],"public":21,A:[12,13],about:9,ad:[11,12,13,14],after:[23,26],ag:[11,12],algorithm:0,api:[6,8,10,15,17],better:[12,13],binari:[0,4,5,11,17],binary_c:[0,6,8,9,10,14,17,23,26],binarycpython:24,black:4,build:[9,23,26],code:[21,24],common:7,compact:8,content:[3,23],core:17,custom:[8,17],custom_logging_funct:1,descript:20,develop:[23,26],di:21,diagram:5,dictionari:9,directli:8,distribut:[12,13],distribution_funct:2,document:[23,26],envelop:7,environ:[23,26],evolut:[7,8],evolv:[5,7,11,12,13,14],exampl:[3,4,5,6,7,8,9,11,12,13,14,15,17,23,26],extra:9,faq:[23,26],featur:9,free:6,from:[6,8,23,26],full:14,get:[6,9],grid:[5,7,11,12,13,14,20,21],grid_class:19,handl:[5,7,11,12,13,14],help:9,hertzsprung:5,hole:4,hpc_function:22,i:0,indic:23,individu:10,inform:[6,9],initi:[12,13],input:0,instal:[23,26],instruct:[23,26],issu:[23,26],line:17,log:[5,7,8,11,12,13,14,17],luminos:[11,12,13],mass:[8,12,13],massiv:13,misc:0,modif:9,modul:[1,2,18,19,22,23,25,26,27,28,29,30],moe:21,note:[23,26],notebook:[3,17],noteworthi:14,nucsyn:0,o:0,object:[5,7,8,10,11,12,13,14],option:[20,21],other:17,output:[0,5,7,11,12,13,14],paramet:[0,9],pars:9,pip:[23,26],plot_funct:25,popul:[5,7,8,10,11,12,13,14,21],privat:21,python:[6,8,9,10,14,17,23,26],requir:[23,26],routin:8,run:[8,10,14,17],run_binari:17,run_binary_with_log:17,run_system:17,run_system_wrapp:[10,27],russel:5,s:23,sampl:[12,13],sampler:21,script:14,section:0,set:[5,6,7,11,12,13,14],singl:10,solar:15,sourc:[23,26],spacing_funct:28,star:[0,5,13],stefano:21,stellar:[5,7,11,12],stellar_typ:29,store:6,string:8,supernova:8,system:[4,10,15],tabl:23,tutori:[6,8,9,10,14],up:[5,6,7,11,12,13,14],us:[4,5,6,7,8,11,12,13,15,17],usag:[6,8,23,26],useful_func:30,util:17,variabl:[11,12,13,14,23,26],via:[10,23,26],welcom:23,when:8,wrapper:17,zam:[12,13],zero:[11,12]}})
\ No newline at end of file
diff --git a/docs/build/html/spacing_functions.html b/docs/build/html/spacing_functions.html
index 44d714a77..8477c0f1f 100644
--- a/docs/build/html/spacing_functions.html
+++ b/docs/build/html/spacing_functions.html
@@ -364,9 +364,9 @@ not that the integral is 1.0</p>
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/stellar_types.html b/docs/build/html/stellar_types.html
index 87a5724e5..ca6cd5f60 100644
--- a/docs/build/html/stellar_types.html
+++ b/docs/build/html/stellar_types.html
@@ -232,9 +232,9 @@
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/build/html/useful_funcs.html b/docs/build/html/useful_funcs.html
index d7e276427..8df967561 100644
--- a/docs/build/html/useful_funcs.html
+++ b/docs/build/html/useful_funcs.html
@@ -430,9 +430,9 @@ determine if two stars collide on the ZAMS</p>
   </div>
   Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 
 
diff --git a/docs/source/_templates/footer.html b/docs/source/_templates/footer.html
index 17e00c990..d5f5f4075 100644
--- a/docs/source/_templates/footer.html
+++ b/docs/source/_templates/footer.html
@@ -2,8 +2,8 @@
 
 {%- block extrafooter %}
 <br><br>
-Generated on binarycpython git branch: development_0.9.2/2.2.0 git revision a4a758a67f72e54d4807a7fe3af1ef0651644823 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.0">git url</a>.
+Generated on binarycpython git branch: development_0.9.2/2.2.1 git revision e74e884bfc59fca05c17e0b57df95a9817474209 url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.2/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch branch_david: git revision: "5702:20211101:3715a4ab9" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
+Using binary_c with bit branch HEAD: git revision: "5747:20211102:404ce27a0" url: <a href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
 
 {% endblock %}
\ No newline at end of file
diff --git a/docs/source/badges/test_coverage.svg b/docs/source/badges/test_coverage.svg
index dfb99a19b..91a5e773d 100644
--- a/docs/source/badges/test_coverage.svg
+++ b/docs/source/badges/test_coverage.svg
@@ -15,7 +15,7 @@
     <g fill="#fff" text-anchor="middle" font-family="DejaVu Sans,Verdana,Geneva,sans-serif" font-size="11">
         <text x="31.5" y="15" fill="#010101" fill-opacity=".3">coverage</text>
         <text x="31.5" y="14">coverage</text>
-        <text x="80" y="15" fill="#010101" fill-opacity=".3">67%</text>
-        <text x="80" y="14">67%</text>
+        <text x="80" y="15" fill="#010101" fill-opacity=".3">68%</text>
+        <text x="80" y="14">68%</text>
     </g>
 </svg>
diff --git a/docs/source/binary_c_parameters.rst b/docs/source/binary_c_parameters.rst
index 970cbf83f..500c35865 100644
--- a/docs/source/binary_c_parameters.rst
+++ b/docs/source/binary_c_parameters.rst
@@ -4,7 +4,7 @@ The following chapter contains all the parameters that the current version of bi
 
 
 This information was obtained by the following binary_c build:
-	**binary_c git branch**: branch_david	**binary_c git revision**: 5702:20211101:3715a4ab9	**Built on**: Nov  1 2021 13:50:56
+	**binary_c git branch**: HEAD	**binary_c git revision**: 5747:20211102:404ce27a0	**Built on**: Nov  2 2021 22:56:15
 
 
 Section: stars
@@ -473,25 +473,6 @@ Section: stars
 | **Default value**: 0
 | **Macros**: ['BH_HURLEY2002 = 0', 'BH_BELCZYNSKI = 1', 'BH_SPERA2015 = 2', 'BH_FRYER12_DELAYED = 3', 'BH_FRYER12_RAPID = 4', 'BH_FRYER12_STARTRACK = 5']
 
-| **Parameter**: PPISN_prescription
-| **Description**: (Pulsational) Pair-Instability Supernova prescription: Relates initial helium core mass of star to whether the star undergoes PPISN or PISN. Requires PPISN flag to be True (see binary_c_parameters.h). 0=no ppisn, 1=Farmer et al 2019. 2=Hendriks et al 21 (in prep), which is different fit based on the same data as Farmer et al 2019
-| **Parameter input type**: Integer
-| **Default value**: 1
-| **Macros**: ['PPISN_NONE = 0', 'PPISN_FARMER19 = 1', 'PPISN_NEW_FIT_21 = 2']
-| **Extra**: Ignore
-
-| **Parameter**: PPISN_additional_massloss
-| **Description**: (Pulsational) Pair-Instability Supernova additional massloss (on top of the result of the prescription). Value currently is not required to be positive
-| **Parameter input type**: Float
-| **Default value**: 0
-| **Extra**: Ignore
-
-| **Parameter**: use_LWN_fallback
-| **Description**: Flag whether to use the Nazehdin-Lovegrove-Woosley hydrogen envelope ejection at failed supernova.
-| **Parameter input type**: Integer
-| **Default value**: 1
-| **Extra**: Ignore
-
 | **Parameter**: sn_kick_distribution_II
 | **Description**: Set the distribution of speeds applied to kick type II core collapse supernova systems. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
 | **Parameter input type**: Integer
@@ -519,7 +500,7 @@ Section: stars
 | **Parameter**: sn_kick_distribution_GRB_COLLAPSAR
 | **Description**: Set the distribution of speeds applied to kick newly-born neutron stars and black holes after a type Ib/c core-collapse supernova which is also a collapsar. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
 | **Parameter input type**: Integer
-| **Default value**: 0
+| **Default value**: 1
 | **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
 
 | **Parameter**: sn_kick_distribution_TZ
@@ -558,24 +539,6 @@ Section: stars
 | **Default value**: 0
 | **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
 
-| **Parameter**: sn_kick_distribution_PPISN
-| **Description**: Set the distribution of speeds applied to PPISN supernovae. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Integer
-| **Default value**: 1
-| **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
-
-| **Parameter**: sn_kick_distribution_PISN
-| **Description**: Set the distribution of speeds applied to PISN supernovae. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Integer
-| **Default value**: 0
-| **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
-
-| **Parameter**: sn_kick_distribution_PHDIS
-| **Description**: Set the distribution of speeds applied to PHDIS supernovae. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Integer
-| **Default value**: 0
-| **Macros**: ['KICK_VELOCITY_FIXED = 0', 'KICK_VELOCITY_MAXWELLIAN = 1', 'KICK_VELOCITY_CUSTOM = 2']
-
 | **Parameter**: sn_kick_dispersion_II
 | **Description**: Set the dispersion of speeds applied to kick type II core collapse supernova systems. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
 | **Parameter input type**: Float
@@ -599,7 +562,7 @@ Section: stars
 | **Parameter**: sn_kick_dispersion_GRB_COLLAPSAR
 | **Description**: Set the dispersion of speeds applied to kick newly-born neutron stars and black holes after a type Ib/c core-collapse supernova which is also a collapsar. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
 | **Parameter input type**: Float
-| **Default value**: 0
+| **Default value**: 190
 
 | **Parameter**: sn_kick_dispersion_TZ
 | **Description**: Set the dispersion of speeds applied to kick newly-born neutron stars and black holes at the death of a Thorne-Zytkow object. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
@@ -631,21 +594,6 @@ Section: stars
 | **Parameter input type**: Float
 | **Default value**: 0
 
-| **Parameter**: sn_kick_dispersion_PPISN
-| **Description**: Set the dispersion of speeds applied to the survivor of a PPISN supernova. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Float
-| **Default value**: 190
-
-| **Parameter**: sn_kick_dispersion_PISN
-| **Description**: Set the dispersion of speeds applied to the survivor of a PISN supernova. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Float
-| **Default value**: 0
-
-| **Parameter**: sn_kick_dispersion_PHDIS
-| **Description**: Set the dispersion of speeds applied to the survivor of a PHDIS supernova. 0=fixed, 1=maxwellian (hurley/BSE), 2=custom function (see monte_carlo_kicks.c).
-| **Parameter input type**: Float
-| **Default value**: 0
-
 | **Parameter**: sn_kick_companion_IA_He
 | **Description**: Set the speed (if >=0) of, or the algothim (if <0) used to calculate the, kick on the companion when a Ia He supernova occurs. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.
 | **Parameter input type**: Float
@@ -766,24 +714,6 @@ Section: stars
 | **Default value**: 0
 | **Macros**: ['SN_IMPULSE_NONE = 0', 'SN_IMPULSE_LIU2015 = 1', 'SN_IMPULSE_WHEELER1975 = 2']
 
-| **Parameter**: sn_kick_companion_PPISN
-| **Description**: Set the speed (if >=0) of, or the algothim (if <0) used to calculate the kick on the companion, if it survives, in a PPISN supernova. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.
-| **Parameter input type**: Float
-| **Default value**: 0
-| **Macros**: ['SN_IMPULSE_NONE = 0', 'SN_IMPULSE_LIU2015 = 1', 'SN_IMPULSE_WHEELER1975 = 2']
-
-| **Parameter**: sn_kick_companion_PISN
-| **Description**: Set the speed (if >=0) of, or the algothim (if <0) used to calculate the kick on the companion, if it survives, in a PISN supernova. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.
-| **Parameter input type**: Float
-| **Default value**: 0
-| **Macros**: ['SN_IMPULSE_NONE = 0', 'SN_IMPULSE_LIU2015 = 1', 'SN_IMPULSE_WHEELER1975 = 2']
-
-| **Parameter**: sn_kick_companion_PHDIS
-| **Description**: Set the speed (if >=0) of, or the algothim (if <0) used to calculate the kick on the companion, if it survives, in a PHDIS supernova. 0 = none, 1 = Liu+2015, 2 = Wheeler+ 1975.
-| **Parameter input type**: Float
-| **Default value**: 0
-| **Macros**: ['SN_IMPULSE_NONE = 0', 'SN_IMPULSE_LIU2015 = 1', 'SN_IMPULSE_WHEELER1975 = 2']
-
 | **Parameter**: wd_sigma
 | **Description**: Set the speed at which white dwarfs are kicked when they form, in km/s. Default is zero (i.e. no kick). Requires WD_KICKS.
 | **Parameter input type**: Float
@@ -844,22 +774,22 @@ Section: stars
 | **Parameter**: delta_mcmin
 | **Description**: A parameter to reduce the minimum core mass for third dredge up to occur on the TPAGB. As used by Izzard and Tout (2004) to increase the amount of dredge up, hence carbon, in Magellanic cloud stars.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0
 
 | **Parameter**: lambda_min
 | **Description**: A parameter to increase the efficiency of third dredge up on the TPAGB. The efficiency is lambda * lambda_mult, and setting lambda_min>0 implies that, once Mc>Mcmin (see delta_mcmin) lambda=Max(lambda(fit to Karakas), lambda_min). As used by Izzard and Tout (2004) to increase the amount of dredge up, hence carbon, in Magellanic cloud stars. See also lambda_multiplier.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0
 
 | **Parameter**: lambda_multiplier
 | **Description**: A parameter to increase the efficiency of third dredge up on the TPAGB. The efficiency is lambda * lambda_mult, and setting lambda_min>0 implies that, once Mc>Mcmin (see delta_mcmin) lambda=Max(lambda(fit to Karakas), lambda_min). As used by Izzard and Tout (2004) to increase the amount of dredge up, hence carbon, in Magellanic cloud stars.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: minimum_envelope_mass_for_third_dredgeup
 | **Description**: The minimum envelope mass for third dredge up on the TPAGB. Early, solar metallicity models by Straniero et al suggested 0.5Msun is typical. However, circumstantial evidence (Izzard et al 2009) as well as newer models by Stancliffe and Karakas suggest that at low metallicity a value nearer zero is more appropriate.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0.5
 
 | **Parameter**: mass_of_pmz
 | **Description**: The mass in the partial mixing zone of a TPAGB star, using the Karakas 2012 tables. Ask Carlo Abate for more details, or see the series of papers Abate et al 2012, 2013, 2014. Requires NUCSYN and USE_TABULAR_INTERSHELL_ABUNDANCES_KARAKAS_2012.
@@ -869,12 +799,12 @@ Section: stars
 | **Parameter**: c13_eff
 | **Description**: The "efficiency" of partial mixing in a TPAGB star intershell region, when using the s-process tables of Gallino, Busso, Lugaro et al. as provided by Maria Lugaro for the Izzard et al. 2009 paper. Requires NUCSYN and NUCSYN_S_PROCESS.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: mc13_pocket_multiplier
 | **Description**: Multiplies the mass in the partial mixing zone of a TPAGB star, when using the s-process tables of Gallino, Busso, Lugaro et al. as provided by Maria Lugaro for the Izzard et al. 2009 paper. Requires NUCSYN and NUCSYN_S_PROCESS.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: tides_convective_damping
 | **Description**: Tidal convective damping algorithm. 0=TIDES_HURLEY2002 Zahn 197x timescales + Hut, as in Hurley et al (2002), 1 = TIDES_ZAHN1989: Zahn 1989 lambdas + Hut.
@@ -896,7 +826,7 @@ Section: stars
 | **Parameter**: hbbtfac
 | **Description**: A parameter to modulate the temperature at the base of the hot-bottom burning zone in TPAGB stars. (Works only if NUCSYN is defined)
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: wind_multiplier_%d
 | **Description**: Wind multiplier for the stellar type specified by the intger %d. By default these are all 1.0.
@@ -968,7 +898,7 @@ Section: stars
 | **Parameter**: MINT_metallicity
 | **Description**: This sets the metallicity for MINT. It is ignored if set to -1.0, the default, in which case the normal metallicity parameter is used.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: -1
 
 | **Parameter**: gaia_Teff_binwidth
 | **Description**: log10(Effective temperature) bin width used to make Gaia-like HRDs
@@ -995,25 +925,25 @@ Section: stars
 | **Parameter**: AGB_core_algorithm
 | **Description**: Algorithm to use for calculating AGB core masses. 0=Hurley et al. 2002 if no NUCSYN, Karakas 2002 if NUCSYN is defined; 1=Hurley et al. 2002 (overshooting models); 1=Karakas 2002 (non-overshooting models).
 | **Parameter input type**: Integer
-| **Default value**: 1
+| **Default value**: 2
 | **Macros**: ['AGB_CORE_ALGORITHM_DEFAULT = 0', 'AGB_CORE_ALGORITHM_HURLEY = 1', 'AGB_CORE_ALGORITHM_KARAKAS = 2']
 
 | **Parameter**: AGB_radius_algorithm
 | **Description**: Algorithm to use for calculating radii on the TPAGB.
 | **Parameter input type**: Integer
-| **Default value**: 1
+| **Default value**: 2
 | **Macros**: ['AGB_RADIUS_ALGORITHM_DEFAULT = 0', 'AGB_RADIUS_ALGORITHM_HURLEY = 1', 'AGB_RADIUS_ALGORITHM_KARAKAS = 2']
 
 | **Parameter**: AGB_luminosity_algorithm
 | **Description**: Algorithm to use for calculating luminosities on the TPAGB.
 | **Parameter input type**: Integer
-| **Default value**: 1
+| **Default value**: 2
 | **Macros**: ['AGB_LUMINOSITY_ALGORITHM_DEFAULT = 0', 'AGB_LUMINOSITY_ALGORITHM_HURLEY = 1', 'AGB_LUMINOSITY_ALGORITHM_KARAKAS = 2']
 
 | **Parameter**: AGB_3dup_algorithm
 | **Description**: Algorithm to use for calculating third dredge up efficiency on the TPAGB.
 | **Parameter input type**: Integer
-| **Default value**: 1
+| **Default value**: 2
 | **Macros**: ['AGB_THIRD_DREDGE_UP_ALGORITHM_DEFAULT = 0', 'AGB_THIRD_DREDGE_UP_ALGORITHM_HURLEY = 1', 'AGB_THIRD_DREDGE_UP_ALGORITHM_KARAKAS = 2', 'AGB_THIRD_DREDGE_UP_ALGORITHM_STANCLIFFE = 3']
 
 | **Parameter**: overspin_algorithm
@@ -1153,6 +1083,21 @@ Section: stars
 | **Parameter input type**: True|False
 | **Default value**: False
 
+| **Parameter**: degenerate_core_merger_nucsyn
+| **Description**: If TRUE, assume that in a degnerate core merger, energy is generated from nucleosynthesis of the whole core, and that this can disrupt the core. The BSE algorithm (Hurley et al. 2002) assumes this to be TRUE, but binary_c assumes FALSE by default. (FALSE)
+| **Parameter input type**: True|False
+| **Default value**: False
+
+| **Parameter**: degenerate_core_helium_merger_ignition
+| **Description**: If TRUE, assume that when there is a degenerate helium core merger, the star reignites helium. This is required to make R-type carbon stars. (TRUE)
+| **Parameter input type**: True|False
+| **Default value**: True
+
+| **Parameter**: degenerate_core_merger_dredgeup_fraction
+| **Description**: If non-zero, mix this fraction of the degenerate core during a merger.(0.0).
+| **Parameter input type**: Float
+| **Default value**: 0
+
 Section: binary
 ---------------
 
@@ -1325,7 +1270,7 @@ Section: binary
 | **Parameter**: post_ce_objects_have_envelopes
 | **Description**: If TRUE then post-common-envelope objects have thin envelopes. You need this if you are to have post-CE post-AGB stars. Note that this *may* be unstable, i.e. you may end up having many CEEs. The mass in the envelope is controlled by post_ce_adaptive_menv. TRUE by default.
 | **Parameter input type**: True|False
-| **Default value**: True
+| **Default value**: False
 
 | **Parameter**: PN_comenv_transition_time
 | **Description**: post-common envelope transition time in years (1e2).  This is the time taken to move from CEE ejection to Teff > 30e4 K. Hall et al. (2013) suggest ~100 years.
@@ -1495,18 +1440,20 @@ Section: binary
 | **Parameter**: type_Ia_MCh_supernova_algorithm
 | **Description**: Algorithm to be used when calculating type Ia yields from Chandrasekhar-mass exploders. 0 = DD7 (Iwamoto 1999), 1 = Seitenzahl 2013 3D hydro yields (you must also set Seitenzahl2013_model) 
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 0
+| **Macros**: ['TYPE_IA_MCH_SUPERNOVA_ALGORITHM_DD2 = 0', 'TYPE_IA_MCH_SUPERNOVA_ALGORITHM_SEITENZAHL2013 = 1', 'TYPE_IA_MCH_SUPERNOVA_ALGORITHM_SEITENZAHL2013_AUTOMATIC = 2']
 
 | **Parameter**: Seitenzahl2013_model
 | **Description**: Which of Seitenzahl et al. 2013's models to use? One of N1,N3,N5,N10,N20,N40,N100L,N100,N100H,N150,N200,N300C,N1600,N1600C,N100_Z0.5,N100_Z0.1,N100_Z0.01 (defaults to N100).
 | **Parameter input type**: String
-| **Default value**: NULL
+| **Default value**: N100
 | **Extra**: N1
 
 | **Parameter**: type_Ia_sub_MCh_supernova_algorithm
 | **Description**: Algorithm to be used when calculating type Ia yields from sub-Chandrasekhar-mass exploders. (Currently unused.)
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 0
+| **Macros**: ['TYPE_IA_SUB_MCH_SUPERNOVA_ALGORITHM_LIVNE_ARNETT_1995 = 0']
 
 | **Parameter**: max_HeWD_mass
 | **Description**: The maximum mass a HeWD can have before it ignites helium (0.7).
@@ -2147,7 +2094,7 @@ Section: nucsyn
 | **Parameter**: NeNaMgAl
 | **Description**: Enables NeNaMgAl reaction network. Requires NUCSYN and NUCSYN_HBB.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: True
 | **Extra**: Ignore
 
 | **Parameter**: nucsyn_network%d
@@ -2168,19 +2115,21 @@ Section: nucsyn
 | **Parameter**: nucsyn_metallicity
 | **Description**: This sets the metallicity of the nucleosynthesis algorithms, i.e. the amount (by mass) of matter which is not hydrogen or helium. Usually you'd just set this with the metallicity parameter, but if you want the nucleosynthesis to be outside the range of the stellar evolution algorithm (e.g. Z=0 or Z=0.04) then you need to use nucsyn_metallicity. That said, it's also outside the range of some of the nucleosynthesis algorithms as well, so you have been warned!
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: -1
 | **Macros**: ['DEFAULT_TO_METALLICITY = -1']
 
 | **Parameter**: nucsyn_solver
 | **Description**: Choose the solver used in nuclear burning. 0 = KAPS_RENTROP is a Kaps-Rentrop scheme (fast, not great for stiff problems), 1 = LSODA (Adams/BSF switcher), 2 = CVODE library (https://computing.llnl.gov/projects/sundials. Default 0. 
 | **Parameter input type**: Unsigned integer
-| **Default value**: NULL
+| **Default value**: 0
+| **Macros**: ['NUCSYN_SOLVER_KAPS_RENTROP = 0', 'NUCSYN_SOLVER_LSODA = 1', 'NUCSYN_SOLVER_CVODE = 2', 'NUCSYN_SOLVER_NUMBER = 3', 'NUCSYN_SOLVER_KAPS_RENTROP = 0', 'NUCSYN_SOLVER_LSODA = 1', 'NUCSYN_SOLVER_CVODE = 2', 'NUCSYN_SOLVER_NUMBER = 3']
 | **Extra**: 0
 
 | **Parameter**: initial_abundance_mix
 | **Description**: initial abundance mixture: 0=AG89, 1=Karakas 2002, 2=Lodders 2003, 3=Asplund 2005 (not available?), 4=Garcia Berro, 5=Grevesse Noels 1993
 | **Parameter input type**: Unsigned integer
-| **Default value**: NULL
+| **Default value**: 0
+| **Macros**: ['NUCSYN_INIT_ABUND_MIX_AG89 = 0', 'NUCSYN_INIT_ABUND_MIX_KARAKAS2002 = 1', 'NUCSYN_INIT_ABUND_MIX_LODDERS2003 = 2', 'NUCSYN_INIT_ABUND_MIX_ASPLUND2005 = 3', 'NUCSYN_INIT_ABUND_MIX_GARCIABERRO = 4', 'NUCSYN_INIT_ABUND_MIX_GREVESSE_NOELS_1993 = 5', 'NUCSYN_INIT_ABUND_MIX_ASPLUND2009 = 6', 'NUCSYN_INIT_ABUND_MIX_KOBAYASHI2011_ASPLUND2009 = 7', 'NUCSYN_INIT_ABUND_MIX_LODDERS2010 = 8']
 | **Extra**: 0
 
 | **Parameter**: init_abund
@@ -2204,37 +2153,38 @@ Section: nucsyn
 | **Parameter**: init_abunds_only
 | **Description**: If True, outputs only the initial abundances, then exits.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: initial_abunds_only
 | **Description**: If True, outputs only the initial abundances, then exits.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: no_thermohaline_mixing
 | **Description**: If True, disables thermohaline mixing.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: lithium_GB_post_Heflash
 | **Description**: Sets the lithium abundances after the helium flash. Requires NUCSYN and LITHIUM_TABLES.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0
 
 | **Parameter**: lithium_GB_post_1DUP
 | **Description**: Sets the lithium abundance after first dredge up. Requires NUCSYN and LITHIUM_TABLES.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0
 
 | **Parameter**: lithium_hbb_multiplier
 | **Description**: Multiplies the lithium abundances on the AGB during HBB (based on Karakas/Fishlock et al models).Requires NUCSYN and LITHIUM_TABLES.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: angelou_lithium_decay_function
 | **Description**: Functional form which describes Li7 decay. Requires NUCSYN and NUCSYN_ANGELOU_LITHIUM. Choices are: 0 expoential (see angelou_lithium_decay_time).
 | **Parameter input type**: Integer
 | **Default value**: NULL
+| **Macros**: ['ANGELOU_LITHIUM_DECAY_FUNCTION_EXPONENTIAL = 0']
 
 | **Parameter**: angelou_lithium_LMMS_time
 | **Description**: Time at which lithium manufacture is triggered in a low-mass (convective) main sequence (Myr). Requires NUCSYN and NUCSYN_ANGELOU_LITHIUM. Ignored if 0 (for the start, use 1e-6).
@@ -2354,16 +2304,10 @@ Section: nucsyn
 Section: output
 ---------------
 
-| **Parameter**: david_logging_function
-| **Description**: Function to choose which kind of information gets logged Requires DAVID. Choices are: 0= None, >0 for custom logging functions
-| **Parameter input type**: Integer
-| **Default value**: 0
-| **Extra**: Ignore
-
 | **Parameter**: cf_amanda_log
 | **Description**: Enable logging to compare to Amanda's models.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: float_overflow_checks
 | **Description**: Turn on to enable floating-point overflow checks at the end of each timestep, if they are available. 0=off, 1=warn (stderr) on failure, 2=exit on failure (0)
@@ -2403,7 +2347,7 @@ Section: output
 | **Parameter**: legacy_yields
 | **Description**: Turn on ensemble legacy yield output.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 
 | **Parameter**: ensemble_defer
 | **Description**: Defer ensemble output.
@@ -2443,27 +2387,27 @@ Section: output
 | **Parameter**: EMP_logg_maximum
 | **Description**: Maximum logg that EMP stars are allowed to have. See Izzard et al 2009. See also CEMP_cfe_minimum, NEMP_nfe_minimum, EMP_minimum_age.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 4
 
 | **Parameter**: EMP_minimum_age
 | **Description**: Minimum age that EMP stars are required to have. See Izzard et al 2009. See also CEMP_cfe_minimum, NEMP_nfe_minimum, EMP_logg_maximum.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 10
 
 | **Parameter**: EMP_feh_maximum
 | **Description**: Maximum [Fe/H] that an EMP stars may have. See Izzard et al 2009. See also CEMP_cfe_minimum, NEMP_nfe_minimum, EMP_logg_maximum, EMP_minimum_age. Default -2.0.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: -2
 
 | **Parameter**: CEMP_cfe_minimum
 | **Description**: Minimum [C/Fe] that CEMP stars are required to have. See Izzard et al 2009. See also NEMP_cfe_minimum, EMP_logg_maximum, EMP_minimum_age. Default 0.7.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0.7
 
 | **Parameter**: NEMP_cfe_minimum
 | **Description**: Minimum [N/Fe] that NEMP stars are required to have. See Izzard et al 2009, Pols et al. 2012. See also CEMP_cfe_minimum, EMP_logg_maximum, EMP_minimum_age. Default 1.0.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1
 
 | **Parameter**: thick_disc_start_age
 | **Description**: Lookback time for the start of the thick disc star formation, e.g. 13e3 Myr. Units = Myr.
@@ -2599,99 +2543,99 @@ Section: input
 | **Parameter**: MINT_dir
 | **Description**: Location of MINT algorithm data.
 | **Parameter input type**: String
-| **Default value**: NULL
+| **Default value**: 
 | **Extra**: 
 
 | **Parameter**: MINT_data_cleanup
 | **Description**: Activate checks on incoming data to try to account for problems. Will make data-loading slower, but may fix a few things.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 | **Extra**: 
 
 | **Parameter**: MINT_MS_rejuvenation
 | **Description**: Turn on or off (hydrogen) main-sequence rejuvenation.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: True
 | **Extra**: 
 
 | **Parameter**: MINT_remesh
 | **Description**: Turn on or off MINT's remeshing.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: True
 | **Extra**: 
 
 | **Parameter**: MINT_use_ZAMS_profiles
 | **Description**: Use chemical profiles at the ZAMS if MINT_use_ZAMS_profiles is TRUE, otherwise set homogeneous abundances. (Default is TRUE, so we use the profiles if they are available.)
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: True
 | **Extra**: 
 
 | **Parameter**: MINT_fallback_to_test_data
 | **Description**: If TRUE, use the MINT test_data directory as a fallback when data is unavailable. (FALSE)
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 | **Extra**: 
 
 | **Parameter**: MINT_disable_grid_load_warnings
 | **Description**: Use this to explicitly disable MINT's warnings when loading a grid with, e.g., missing or too much data.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 | **Extra**: 
 
 | **Parameter**: MINT_Kippenhahn
 | **Description**: Turn on or off MINT's Kippenhahn diagrams. If 0, off, if 1, output star 1 (index 0), if 2 output star 2 (index 1). Default 0.
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 0
 | **Extra**: 
 
 | **Parameter**: MINT_nshells
 | **Description**: Set the initial number of shells MINT uses in each star when doing nuclear burning. Note: remeshing can change this. If MINT_nshells is 0, shellular burning and other routines that require shells will not be available. (200)
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 200
 | **Extra**: 
 
 | **Parameter**: MINT_maximum_nshells
 | **Description**: Set the maximum number of shells MINT uses in each star when doing nuclear burning. Note that this will be limited to MINT_HARD_MAX_NSHELLS. (1000)
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 1000
 | **Extra**: 
 
 | **Parameter**: MINT_minimum_nshells
 | **Description**: Set the minimum number of shells MINT uses in each star when doing nuclear burning. Note that this will be greater than or equal to MINT_HARD_MIN_NSHELLS, which is 0 by default. (0)
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: 10
 | **Extra**: 
 
 | **Parameter**: MINT_Kippenhahn_stellar_type
 | **Description**: Stellar type selector for Kippenhahn plots. Set to -1 to ignore, otherwise the stellar type number for which Kippenhahn plot data should be output.
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: -1
 | **Macros**: ['LOW_MASS_MS = 0', 'MS = 1', 'HG = 2', 'GIANT_BRANCH = 3', 'CHeB = 4', 'EAGB = 5', 'TPAGB = 6', 'HeMS = 7', 'HeHG = 8', 'HeGB = 9', 'HeWD = 10', 'COWD = 11', 'ONeWD = 12', 'NS = 13', 'BH = 14', 'MASSLESS_REMNANT = 15']
 | **Extra**: 
 
 | **Parameter**: MINT_Kippenhahn_companion_stellar_type
 | **Description**: Companion stellar type selector for Kippenhahn plots. Set to -1 to ignore, otherwise the stellar type number for the companion for which Kippenhahn plot data should be output.
 | **Parameter input type**: Integer
-| **Default value**: NULL
+| **Default value**: -1
 | **Macros**: ['LOW_MASS_MS = 0', 'MS = 1', 'HG = 2', 'GIANT_BRANCH = 3', 'CHeB = 4', 'EAGB = 5', 'TPAGB = 6', 'HeMS = 7', 'HeHG = 8', 'HeGB = 9', 'HeWD = 10', 'COWD = 11', 'ONeWD = 12', 'NS = 13', 'BH = 14', 'MASSLESS_REMNANT = 15']
 | **Extra**: 
 
 | **Parameter**: MINT_nuclear_burning
 | **Description**: Turn on or off MINT's nuclear burning algorithm.
 | **Parameter input type**: True|False
-| **Default value**: NULL
+| **Default value**: False
 | **Extra**: 
 
 | **Parameter**: MINT_minimum_shell_mass
 | **Description**: Minimum shell mass in MINT's nuclear burning routines.
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 1e-06
 | **Extra**: 
 
 | **Parameter**: MINT_maximum_shell_mass
 | **Description**: Maximum shell mass in MINT's nuclear burning routines. :
 | **Parameter input type**: Float
-| **Default value**: NULL
+| **Default value**: 0.1
 | **Extra**: 
 
 Section: i/o
diff --git a/docs/source/example_notebooks.rst b/docs/source/example_notebooks.rst
index 7a7ee6b22..c4e9e34c4 100644
--- a/docs/source/example_notebooks.rst
+++ b/docs/source/example_notebooks.rst
@@ -8,16 +8,16 @@ The order of the notebooks below is more or less the recommended order to read.
     :maxdepth: 2
     :caption: Contents:
     
-    notebook_individual_systems.ipynb
-    notebook_custom_logging.ipynb
-    notebook_population.ipynb
-    notebook_extra_features.ipynb
-    notebook_api_functionality.ipynb
+    examples/notebook_individual_systems.ipynb
+    examples/notebook_custom_logging.ipynb
+    examples/notebook_population.ipynb
+    examples/notebook_extra_features.ipynb
+    examples/notebook_api_functionality.ipynb
 
-    notebook_luminosity_function_single.ipynb
-    notebook_luminosity_function_binaries.ipynb
-    notebook_HRD.ipynb
-    notebook_common_envelope_evolution.ipynb
-    notebook_BHBH.ipynb
-    notebook_massive_remnants.ipynb
-    notebook_solar_system.ipynb
\ No newline at end of file
+    examples/notebook_luminosity_function_single.ipynb
+    examples/notebook_luminosity_function_binaries.ipynb
+    examples/notebook_HRD.ipynb
+    examples/notebook_common_envelope_evolution.ipynb
+    examples/notebook_BHBH.ipynb
+    examples/notebook_massive_remnants.ipynb
+    examples/notebook_solar_system.ipynb
diff --git a/docs/source/examples/example_plotting_distributions.py b/docs/source/examples/example_plotting_distributions.py
new file mode 100644
index 000000000..2cc9877c6
--- /dev/null
+++ b/docs/source/examples/example_plotting_distributions.py
@@ -0,0 +1,238 @@
+import math
+
+import numpy as np
+import matplotlib.pyplot as plt
+
+from binarycpython.utils.distribution_functions import (
+    three_part_powerlaw,
+    Kroupa2001,
+    Arenou2010_binary_fraction,
+    raghavan2010_binary_fraction,
+    imf_scalo1998,
+    imf_scalo1986,
+    imf_tinsley1980,
+    imf_scalo1998,
+    imf_chabrier2003,
+    flatsections,
+    duquennoy1991,
+    sana12,
+    Izzard2012_period_distribution,
+)
+from binarycpython.utils.useful_funcs import calc_sep_from_period
+
+################################################
+# Example script to plot the available probability distributions.
+# TODO:
+
+################################################
+# mass distribution plots
+################################################
+
+
+def plot_mass_distributions():
+    mass_values = np.arange(0.11, 80, 0.1)
+
+    kroupa_probability = [Kroupa2001(mass) for mass in mass_values]
+    scalo1986 = [imf_scalo1986(mass) for mass in mass_values]
+    tinsley1980 = [imf_tinsley1980(mass) for mass in mass_values]
+    scalo1998 = [imf_scalo1998(mass) for mass in mass_values]
+    chabrier2003 = [imf_chabrier2003(mass) for mass in mass_values]
+
+    plt.plot(mass_values, kroupa_probability, label="Kroupa")
+    plt.plot(mass_values, scalo1986, label="scalo1986")
+    plt.plot(mass_values, tinsley1980, label="tinsley1980")
+    plt.plot(mass_values, scalo1998, label="scalo1998")
+    plt.plot(mass_values, chabrier2003, label="chabrier2003")
+
+    plt.title("Probability distribution for mass of primary")
+    plt.ylabel(r"Probability")
+    plt.xlabel(r"Mass (M$_{\odot}$)")
+    plt.yscale("log")
+    plt.xscale("log")
+    plt.grid()
+    plt.legend()
+    plt.show()
+
+
+################################################
+# Binary fraction distributions
+################################################
+
+
+def plot_binary_fraction_distributions():
+    arenou_binary_distibution = [
+        Arenou2010_binary_fraction(mass) for mass in mass_values
+    ]
+    raghavan2010_binary_distribution = [
+        raghavan2010_binary_fraction(mass) for mass in mass_values
+    ]
+
+    plt.plot(mass_values, arenou_binary_distibution, label="arenou 2010")
+    plt.plot(mass_values, raghavan2010_binary_distribution, label="Raghavan 2010")
+    plt.title("Binary fractions distributions")
+    plt.ylabel(r"Binary fraction")
+    plt.xlabel(r"Mass (M$_{\odot}$)")
+    # plt.yscale('log')
+    plt.xscale("log")
+    plt.grid()
+    plt.legend()
+    plt.show()
+
+
+################################################
+# Mass ratio distributions
+################################################
+
+
+def plot_mass_ratio_distributions():
+    mass_ratios = np.arange(0, 1, 0.01)
+    example_mass = 2
+    flat_dist = [
+        flatsections(
+            q,
+            opts=[
+                {"min": 0.1 / example_mass, "max": 0.8, "height": 1},
+                {"min": 0.8, "max": 1.0, "height": 1.0},
+            ],
+        )
+        for q in mass_ratios
+    ]
+
+    plt.plot(mass_ratios, flat_dist, label="Flat")
+    plt.title("Mass ratio distributions")
+    plt.ylabel(r"Probability")
+    plt.xlabel(r"Mass ratio (q = $\frac{M1}{M2}$) ")
+    plt.grid()
+    plt.legend()
+    plt.show()
+
+
+################################################
+# Period distributions
+################################################
+
+
+def plot_period_distributions():
+    logperiod_values = np.arange(-2, 12, 0.1)
+    duquennoy1991_distribution = [duquennoy1991(logper) for logper in logperiod_values]
+
+    # Sana12 distributions
+    period_min = 10 ** 0.15
+    period_max = 10 ** 5.5
+
+    m1 = 20
+    m2 = 15
+    sana12_distribution_q05 = [
+        sana12(
+            m1,
+            m2,
+            calc_sep_from_period(m1, m2, 10 ** logper),
+            10 ** logper,
+            calc_sep_from_period(m1, m2, period_min),
+            calc_sep_from_period(m1, m2, period_max),
+            math.log10(period_min),
+            math.log10(period_max),
+            -0.55,
+        )
+        for logper in logperiod_values
+    ]
+
+    m1 = 30
+    m2 = 1
+    sana12_distribution_q0033 = [
+        sana12(
+            m1,
+            m2,
+            calc_sep_from_period(m1, m2, 10 ** logper),
+            10 ** logper,
+            calc_sep_from_period(m1, m2, period_min),
+            calc_sep_from_period(m1, m2, period_max),
+            math.log10(period_min),
+            math.log10(period_max),
+            -0.55,
+        )
+        for logper in logperiod_values
+    ]
+
+    m1 = 30
+    m2 = 3
+    sana12_distribution_q01 = [
+        sana12(
+            m1,
+            m2,
+            calc_sep_from_period(m1, m2, 10 ** logper),
+            10 ** logper,
+            calc_sep_from_period(m1, m2, period_min),
+            calc_sep_from_period(m1, m2, period_max),
+            math.log10(period_min),
+            math.log10(period_max),
+            -0.55,
+        )
+        for logper in logperiod_values
+    ]
+
+    m1 = 30
+    m2 = 30
+    sana12_distribution_q1 = [
+        sana12(
+            m1,
+            m2,
+            calc_sep_from_period(m1, m2, 10 ** logper),
+            10 ** logper,
+            calc_sep_from_period(m1, m2, period_min),
+            calc_sep_from_period(m1, m2, period_max),
+            math.log10(period_min),
+            math.log10(period_max),
+            -0.55,
+        )
+        for logper in logperiod_values
+    ]
+
+    Izzard2012_period_distribution_10 = [
+        Izzard2012_period_distribution(10 ** logperiod, 10)
+        for logperiod in logperiod_values
+    ]
+    Izzard2012_period_distribution_20 = [
+        Izzard2012_period_distribution(10 ** logperiod, 20)
+        for logperiod in logperiod_values
+    ]
+
+    plt.plot(
+        logperiod_values, duquennoy1991_distribution, label="Duquennoy & Mayor 1991"
+    )
+    plt.plot(logperiod_values, sana12_distribution_q0033, label="Sana 12 (q=0.033)")
+    plt.plot(logperiod_values, sana12_distribution_q05, label="Sana 12 (q=0.5)")
+    plt.plot(logperiod_values, sana12_distribution_q01, label="Sana 12 (q=0.1)")
+    plt.plot(logperiod_values, sana12_distribution_q1, label="Sana 12 (q=1)")
+
+    plt.plot(
+        logperiod_values, Izzard2012_period_distribution_10, label="Izzard2012 (M=10)"
+    )
+    plt.plot(
+        logperiod_values, Izzard2012_period_distribution_20, label="Izzard2012 (M=20)"
+    )
+
+    plt.title("Period distributions")
+    plt.ylabel(r"Probability")
+    plt.xlabel(r"Log10(orbital period)")
+    plt.grid()
+    plt.legend()
+    plt.show()
+
+
+plot_period_distributions()
+################################################
+# Sampling part of distribution and calculating probability ratio
+################################################
+
+# TODO show the difference between sampling over the full range, or taking a smaller range initially and compensating for it.
+
+
+# val = Izzard2012_period_distribution(1000, 10)
+# print(val)
+# val2 = Izzard2012_period_distribution(100, 10)
+# print(val2)
+
+
+# from binarycpython.utils.distribution_functions import (interpolate_in_mass_izzard2012)
+# # print(interpolate_in_mass_izzard2012(15, 0.3, -1))
diff --git a/docs/source/notebook_BHBH.ipynb b/docs/source/examples/notebook_BHBH.ipynb
similarity index 98%
rename from docs/source/notebook_BHBH.ipynb
rename to docs/source/examples/notebook_BHBH.ipynb
index 80b707d95..4afd498b9 100644
--- a/docs/source/notebook_BHBH.ipynb
+++ b/docs/source/examples/notebook_BHBH.ipynb
@@ -5,27 +5,8 @@
    "id": "a544d28c-c2e1-4c6a-b55b-8caec440743f",
    "metadata": {},
    "source": [
-    "# Tutorial: Running individual systems with binary_c-python\n",
-    "This notebook will show you how to run single systems and analyze their results.\n",
-    "\n",
-    "It can be useful to have some functions to quickly run a single system to, for example, inspect what evolutionary steps a specific system goes through, to plot the mass loss evolution of a single system, etc. "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "dd5d9ec7-5791-45f1-afbd-225947e2a583",
-   "metadata": {
-    "tags": []
-   },
-   "source": [
-    "## Single system with run_system_wrapper\n",
-    "\n",
-    "The simplest method to run a single system is to use the run_system wrapper. This function deals with setting up the argument string, makes sure all the required parameters are included and handles setting and cleaning up the custom logging functionality (see notebook_custom_logging).\n",
-    "\n",
-    "As arguments to this function we can add any of the parameters that binary_c itself actually knows, as well as:\n",
-    "- custom_logging_code: string containing a Printf statement that binary_c can use to print information\n",
-    "- log_filename: path of the logfile that binary_c generates\n",
-    "- parse_function: function that handles parsing the output of binary-c"
+    "# Example use case: Binary black hole systems\n",
+    "TODO: introduce the notebook\n"
    ]
   },
   {
@@ -91,7 +72,13 @@
    "cell_type": "code",
    "execution_count": 3,
    "id": "029fc3f2-f09a-49af-a32b-248505738f2e",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -288,13 +275,7 @@
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=10.0399 Mc\"CO\"=7.43173 type=8) -> kick 1(190) vk=384.535 vr=0 omega=3.4205 phi=-0.103702 -> vn=384.535 ; final sep -102.908 ecc -1 (random count 5) - Runaway v=(-379.582,-106.329,10.8544) |v|=384.535 : companion v=(-5.13796e-51,-1.27569e-103,2.85406e-105), |v|=5.13796e-51 ; - , dm(exploder) = 0.454268, dm(companion) = 0\n",
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     7.4046    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000    9.501    9.586 14  14       -102.91       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n"
      ]
     }
@@ -376,7 +357,13 @@
    "cell_type": "code",
    "execution_count": 5,
    "id": "8018ef52-093d-45ac-a00b-5fb721db3adb",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -558,13 +545,7 @@
       "System 58 has separation -140.9\n",
       "system 59 / 100\n",
       "{'time': 7.4046, 'M1': 5.851, 'M2': 5.873, 'K1': 14.0, 'K2': 14.0, 'separation': -2439.0}\n",
-      "System 59 has separation -2439.0\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "System 59 has separation -2439.0\n",
       "system 60 / 100\n",
       "{'time': 7.4046, 'M1': 5.851, 'M2': 5.873, 'K1': 14.0, 'K2': 14.0, 'separation': -235.82}\n",
       "System 60 has separation -235.82\n",
@@ -742,7 +723,13 @@
    "cell_type": "code",
    "execution_count": 6,
    "id": "3085ba82-430e-48f0-bca3-b19231e6109d",
-   "metadata": {},
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    },
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -944,13 +931,7 @@
       "     7.4046    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     7.4046    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"SN\"\n",
       "     7.4146    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"END_SYMB\"\n",
-      " 15000.0000    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000    9.501    9.586 14  14        9548.9     67.7 y  0.05   0.000   0.000  \"MAX_TIME\"\n",
       "\n"
      ]
     }
@@ -1238,13 +1219,7 @@
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   265.4710   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.203    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1369,13 +1344,7 @@
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"SN\"\n",
       "     6.1830   26.222   18.898 14  14        94.707     15.9 d  0.58   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.222   18.898 14  14        89.066     14.5 d  0.56   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.898 14  14        89.066     14.5 d  0.56   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1505,13 +1474,7 @@
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    83.5556   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.159    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1594,13 +1557,7 @@
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "  1473.7324   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.249    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1739,13 +1696,7 @@
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   112.8805   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.090    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1813,13 +1764,7 @@
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    12.7426   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   44.651    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -1931,13 +1876,7 @@
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"SN\"\n",
       "     6.1823   26.223   18.942 14  14        174.23     39.6 d  0.87   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.942 14  14           122     23.2 d  0.82   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.942 14  14           122     23.2 d  0.82   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2016,13 +1955,7 @@
       "{'time': 6.1816, 'M1': 26.224, 'M2': 18.995, 'K1': 14.0, 'K2': 14.0, 'separation': -24.872}\n",
       "System 7 has separation -24.872\n",
       "system 8 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.648}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.648}\n",
       "System 8 has separation -33.648\n",
       "system 9 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1713.8}\n",
@@ -2137,13 +2070,7 @@
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"SN\"\n",
       "     6.1810   26.225   19.039 14  14           144     29.7 d  0.62   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.039 14  14        141.62       29 d  0.62   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.039 14  14        141.62       29 d  0.62   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2230,13 +2157,7 @@
       "system 6 / 100\n",
       "None\n",
       "system 7 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -62.267}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -62.267}\n",
       "System 7 has separation -62.267\n",
       "system 8 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -42.878}\n",
@@ -2345,13 +2266,7 @@
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"SN\"\n",
       "     6.1825   26.223   18.926 14  14         161.5     35.4 d  0.88   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.926 14  14        75.019     11.2 d  0.76   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.926 14  14        75.019     11.2 d  0.76   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2431,13 +2346,7 @@
       "system 6 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -106.87}\n",
       "System 6 has separation -106.87\n",
-      "system 7 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 7 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -89.768}\n",
       "System 7 has separation -89.768\n",
       "system 8 / 100\n",
@@ -2514,13 +2423,7 @@
       "{'time': 6.1819, 'M1': 26.224, 'M2': 18.975, 'K1': 14.0, 'K2': 14.0, 'separation': -23.855}\n",
       "System 1 has separation -23.855\n",
       "system 2 / 100\n",
-      "{'time': 6.1811, 'M1': 26.225, 'M2': 19.036, 'K1': 14.0, 'K2': 14.0, 'separation': -168.1}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1811, 'M1': 26.225, 'M2': 19.036, 'K1': 14.0, 'K2': 14.0, 'separation': -168.1}\n",
       "System 2 has separation -168.1\n",
       "system 3 / 100\n",
       "None\n",
@@ -2603,13 +2506,7 @@
       "System 6 has separation -98.879\n",
       "system 7 / 100\n",
       "{'time': 6.1834, 'M1': 26.221, 'M2': 18.866, 'K1': 14.0, 'K2': 14.0, 'separation': 71.42}\n",
-      "System 7 has separation 71.42\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "System 7 has separation 71.42\n",
       "Found bound BHBH system\n",
       "      TIME      M1       M2   K1  K2           SEP        PER   ECC  R1/ROL1 R2/ROL2  TYPE RANDOM_SEED=26051 RANDOM_COUNT=0\n",
       "     0.0000   60.000   40.000  1   1        3101.2     5.48 y  0.00   0.006   0.006  \"INITIAL \"\n",
@@ -2673,13 +2570,7 @@
       "System 1 has separation -490.65\n",
       "system 2 / 100\n",
       "None\n",
-      "system 3 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 3 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -844.54}\n",
       "System 3 has separation -844.54\n",
       "system 4 / 100\n",
@@ -2803,13 +2694,7 @@
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"SN\"\n",
       "     6.1812   26.225   19.021 14  14        157.31       34 d  0.29   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.021 14  14        157.05     33.9 d  0.29   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.021 14  14        157.05     33.9 d  0.29   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -2932,13 +2817,7 @@
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   812.5051   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   43.110    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3051,13 +2930,7 @@
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.8039 Mc\"CO\"=14.1854 type=8) -> kick 1(190) vk=161.317 vr=310.99 omega=3.87813 phi=-1.31958 -> vn=375.785 ; final sep 164.585 ecc 0.464494 (random count 5) - Runaway v=(-42.7184,-100.373,-23.0784) |v|=111.499 : companion v=(225.604,-99.3719,-86.2291), |v|=261.166 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1844   26.229   18.804 14  14        164.59     36.4 d  0.46   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.229   18.804 14  14         164.1     36.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.229   18.804 14  14         164.1     36.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3176,13 +3049,7 @@
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.8941 Mc\"CO\"=14.2552 type=8) -> kick 1(190) vk=151.131 vr=262.883 omega=2.0613 phi=-1.06527 -> vn=331.775 ; final sep 305.952 ecc 0.613167 (random count 5) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1830   26.222   18.894 14  14        305.95     92.3 d  0.61   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.222   18.894 14  14        305.73     92.2 d  0.61   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.894 14  14        305.73     92.2 d  0.61   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3267,13 +3134,7 @@
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   457.8881   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.125    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3351,13 +3212,7 @@
       "System 1 has separation -168.81\n",
       "system 2 / 100\n",
       "None\n",
-      "system 3 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 3 / 100\n",
       "{'time': 6.1808, 'M1': 26.225, 'M2': 19.057, 'K1': 14.0, 'K2': 14.0, 'separation': -26.38}\n",
       "System 3 has separation -26.38\n",
       "system 4 / 100\n",
@@ -3449,13 +3304,7 @@
       "system 13 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -374.05}\n",
       "System 13 has separation -374.05\n",
-      "system 14 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 14 / 100\n",
       "{'time': 6.181, 'M1': 26.225, 'M2': 19.041, 'K1': 14.0, 'K2': 14.0, 'separation': 236.64}\n",
       "System 14 has separation 236.64\n",
       "Found bound BHBH system\n",
@@ -3586,13 +3435,7 @@
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"SN\"\n",
       "     6.1827   26.222   18.914 14  14        99.202       17 d  0.44   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.222   18.914 14  14        97.228     16.5 d  0.43   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.222   18.914 14  14        97.228     16.5 d  0.43   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3704,13 +3547,7 @@
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  SN kick Ib/c (SN type 11 11, pre-explosion M=18.7108 Mc\"CO\"=14.1135 type=8) -> kick 1(190) vk=199.576 vr=332.361 omega=1.41485 phi=-0.652755 -> vn=365.958 ; final sep 98.6161 ecc 0.469056 (random count 5) - Runaway v=(-0.807331,-67.6832,0.168972) |v|=67.6883 : companion v=(254.424,134.518,0.477089), |v|=287.796 ; - , dm(exploder) = 0, dm(companion) = 0\n",
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1858   26.249   18.711 14  14        98.616     16.9 d  0.47   0.000   0.000  \"SN\"\n",
-      " 15000.0000   26.249   18.711 14  14        96.287     16.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.249   18.711 14  14        96.287     16.3 d  0.46   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3838,13 +3675,7 @@
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "    10.8252   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.201    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -3953,13 +3784,7 @@
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "  8031.6562   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.165    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4046,13 +3871,7 @@
       "     6.1847   26.236   18.783 14  14        113.51     20.9 d  0.29   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1847   26.236   18.783 14  14        113.51     20.9 d  0.29   0.000   0.000  \"SN\"\n",
       " 15000.0000   26.236   18.783 14  14        112.85     20.7 d  0.29   0.000   0.000  \"MAX_TIME\"\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -48.404}\n",
@@ -4115,13 +3934,7 @@
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "     6.2075   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.233    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4206,13 +4019,7 @@
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"SN\"\n",
       "     6.1817   26.224   18.984 14  14        763.92      364 d  0.79   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.984 14  14        763.81      364 d  0.79   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.984 14  14        763.81      364 d  0.79   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4291,13 +4098,7 @@
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1722.6}\n",
       "System 5 has separation -1722.6\n",
       "system 6 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1571.7}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -1571.7}\n",
       "System 6 has separation -1571.7\n",
       "system 7 / 100\n",
       "None\n",
@@ -4424,13 +4225,7 @@
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"SN\"\n",
       "     6.1826   26.223   18.922 14  14        1691.7     3.28 y  0.98   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.922 14  14        1663.3      3.2 y  0.98   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.922 14  14        1663.3      3.2 y  0.98   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4508,13 +4303,7 @@
       "system 4 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -121.45}\n",
       "System 4 has separation -121.45\n",
-      "system 5 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 5 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -209.29}\n",
       "System 5 has separation -209.29\n",
       "system 6 / 100\n",
@@ -4611,13 +4400,7 @@
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -42.805}\n",
       "System 6 has separation -42.805\n",
       "system 7 / 100\n",
-      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -86.593}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -86.593}\n",
       "System 7 has separation -86.593\n",
       "system 8 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -33.049}\n",
@@ -4693,13 +4476,7 @@
       "system 5 / 100\n",
       "{'time': 6.1817, 'M1': 26.224, 'M2': 18.986, 'K1': 14.0, 'K2': 14.0, 'separation': -78.905}\n",
       "System 5 has separation -78.905\n",
-      "system 6 / 100\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "system 6 / 100\n",
       "{'time': 6.1851, 'M1': 26.215, 'M2': 48.508, 'K1': 14.0, 'K2': 14.0, 'separation': -58.583}\n",
       "System 6 has separation -58.583\n",
       "system 7 / 100\n",
@@ -4826,13 +4603,7 @@
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"SN\"\n",
       "     6.1822   26.223   18.952 14  14        133.24     26.5 d  0.42   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.952 14  14        132.51     26.3 d  0.42   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.952 14  14        132.51     26.3 d  0.42   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -4959,13 +4730,7 @@
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"SN\"\n",
       "     6.1814   26.225   19.013 14  14         195.2       47 d  0.11   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.225   19.013 14  14        195.12     46.9 d  0.11   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.225   19.013 14  14        195.12     46.9 d  0.11   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5071,13 +4836,7 @@
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"TYPE_CHNGE\"\n",
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"COALESCE\"\n",
       "   202.9610   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"SN\"\n",
-      " 15000.0000   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   45.199    0.000 14  15            -1       -1   -1.00   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5205,13 +4964,7 @@
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"SN\"\n",
       "     6.1817   26.224   18.984 14  14        239.33     63.8 d  0.62   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.984 14  14        238.83     63.6 d  0.62   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.984 14  14        238.83     63.6 d  0.62   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5331,13 +5084,7 @@
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"SN\"\n",
       "     6.1821   26.223   18.957 14  14        144.61       30 d  0.23   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.223   18.957 14  14        144.35     29.9 d  0.23   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.223   18.957 14  14        144.35     29.9 d  0.23   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5420,13 +5167,7 @@
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"TYPE_CHNGE\"\n",
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"SN\"\n",
       "     6.1816   26.224   18.998 14  14        246.46     66.6 d  0.33   0.000   0.000  \"End tidal lock 2\"\n",
-      " 15000.0000   26.224   18.998 14  14        246.39     66.6 d  0.33   0.000   0.000  \"MAX_TIME\"\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      " 15000.0000   26.224   18.998 14  14        246.39     66.6 d  0.33   0.000   0.000  \"MAX_TIME\"\n",
       "\n",
       "{'M_1': 60, 'M_2': 40, 'metallicity': 0.001, 'orbital_period': 2000, 'BH_prescription': 'BH_BELCZYNSKI', 'wind_mass_loss': 'WIND_ALGORITHM_NONE', 'alpha_ce': 0.1}\n",
       "system 1 / 100\n",
@@ -5528,7 +5269,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -5542,7 +5283,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/source/notebook_HRD.ipynb b/docs/source/examples/notebook_HRD.ipynb
similarity index 100%
rename from docs/source/notebook_HRD.ipynb
rename to docs/source/examples/notebook_HRD.ipynb
diff --git a/docs/source/notebook_api_functionality.ipynb b/docs/source/examples/notebook_api_functionality.ipynb
similarity index 100%
rename from docs/source/notebook_api_functionality.ipynb
rename to docs/source/examples/notebook_api_functionality.ipynb
diff --git a/docs/source/notebook_common_envelope_evolution.ipynb b/docs/source/examples/notebook_common_envelope_evolution.ipynb
similarity index 100%
rename from docs/source/notebook_common_envelope_evolution.ipynb
rename to docs/source/examples/notebook_common_envelope_evolution.ipynb
diff --git a/docs/source/notebook_custom_logging.ipynb b/docs/source/examples/notebook_custom_logging.ipynb
similarity index 100%
rename from docs/source/notebook_custom_logging.ipynb
rename to docs/source/examples/notebook_custom_logging.ipynb
diff --git a/docs/source/notebook_extra_features.ipynb b/docs/source/examples/notebook_extra_features.ipynb
similarity index 100%
rename from docs/source/notebook_extra_features.ipynb
rename to docs/source/examples/notebook_extra_features.ipynb
diff --git a/docs/source/notebook_individual_systems.ipynb b/docs/source/examples/notebook_individual_systems.ipynb
similarity index 100%
rename from docs/source/notebook_individual_systems.ipynb
rename to docs/source/examples/notebook_individual_systems.ipynb
diff --git a/docs/build/html/notebook_luminosity_function_binaries.ipynb b/docs/source/examples/notebook_luminosity_function_binaries.ipynb
similarity index 99%
rename from docs/build/html/notebook_luminosity_function_binaries.ipynb
rename to docs/source/examples/notebook_luminosity_function_binaries.ipynb
index 8eabffc08..d096455b0 100644
--- a/docs/build/html/notebook_luminosity_function_binaries.ipynb
+++ b/docs/source/examples/notebook_luminosity_function_binaries.ipynb
@@ -869,33 +869,31 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "99e25a72-54e6-4826-b0e5-4a02460b857d",
+   "cell_type": "markdown",
+   "id": "e0601000-a4c9-4073-a695-10a664e532f0",
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "SyntaxError",
-     "evalue": "invalid syntax (2944163245.py, line 1)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;36m  File \u001b[0;32m\"/tmp/ipykernel_518916/2944163245.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    Things to try:\u001b[0m\n\u001b[0m           ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
-     ]
-    }
-   ],
    "source": [
     "Things to try:\n",
-    "* Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?\n",
-    "* Alter the metallicity, does this make much of a difference?\n",
-    "* Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.\n",
-    "* How might you go about comparing these computed observations to real stars?\n",
-    "* What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?"
+    "\n",
+    " * Massive stars: can you see the effects of wind mass loss and rejuvenation in these stars?\n",
+    " * Alter the metallicity, does this make much of a difference?\n",
+    " * Change the binary fraction. Here we assume a 100% binary fraction, but a real population is a mixture of single and binary stars.\n",
+    " * How might you go about comparing these computed observations to real stars?\n",
+    " * What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "abb096b0-7c57-43d6-a9f7-56bdd21dc542",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -909,7 +907,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/doctrees/nbsphinx/notebook_luminosity_function_single.ipynb b/docs/source/examples/notebook_luminosity_function_single.ipynb
similarity index 99%
rename from docs/build/doctrees/nbsphinx/notebook_luminosity_function_single.ipynb
rename to docs/source/examples/notebook_luminosity_function_single.ipynb
index 2fc879dc4..4422377c9 100644
--- a/docs/build/doctrees/nbsphinx/notebook_luminosity_function_single.ipynb
+++ b/docs/source/examples/notebook_luminosity_function_single.ipynb
@@ -605,7 +605,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -619,7 +619,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/build/doctrees/nbsphinx/notebook_massive_remnants.ipynb b/docs/source/examples/notebook_massive_remnants.ipynb
similarity index 99%
rename from docs/build/doctrees/nbsphinx/notebook_massive_remnants.ipynb
rename to docs/source/examples/notebook_massive_remnants.ipynb
index f7586281e..6943c9d53 100644
--- a/docs/build/doctrees/nbsphinx/notebook_massive_remnants.ipynb
+++ b/docs/source/examples/notebook_massive_remnants.ipynb
@@ -7,7 +7,7 @@
     "tags": []
    },
    "source": [
-    "# Example use case: Zero-age stellar luminosity function\n",
+    "# Example use case: Massive star luminosity\n",
     "\n",
     "In this notebook we compute the luminosity function of the zero-age main-sequence by running a population of single stars using binary_c. \n",
     "\n",
@@ -718,18 +718,26 @@
    "metadata": {},
    "source": [
     "Things to try:\n",
-    "* Change the resolution to make the distributions smoother: what about error bars, how would you do that?\n",
-    "* Different initial distributions: the Kroupa distribution isn't the only one out there\n",
-    "* Change the metallicity and mass ranges\n",
-    "* What about a non-constant star formation rate? This is more of a challenge!\n",
-    "* What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?\n",
-    "* Binary stars! (see notebook_luminosity_function_binaries.ipynb)"
+    " * Change the resolution to make the distributions smoother: what about error bars, how would you do that?\n",
+    " * Different initial distributions: the Kroupa distribution isn't the only one out there\n",
+    " * Change the metallicity and mass ranges\n",
+    " * What about a non-constant star formation rate? This is more of a challenge!\n",
+    " * What about evolved stars? Here we consider only the *zero-age* main sequnece. What about other main-sequence stars? What about stars in later phases of stellar evolution?\n",
+    " * Binary stars! (see notebook_luminosity_function_binaries.ipynb)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5abd0935-3957-4859-80c1-6f5d7ce4b614",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -743,7 +751,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/source/notebook_population.ipynb b/docs/source/examples/notebook_population.ipynb
similarity index 100%
rename from docs/source/notebook_population.ipynb
rename to docs/source/examples/notebook_population.ipynb
diff --git a/docs/build/html/notebook_solar_system.ipynb b/docs/source/examples/notebook_solar_system.ipynb
similarity index 99%
rename from docs/build/html/notebook_solar_system.ipynb
rename to docs/source/examples/notebook_solar_system.ipynb
index 67556a655..2b343a8f4 100644
--- a/docs/build/html/notebook_solar_system.ipynb
+++ b/docs/source/examples/notebook_solar_system.ipynb
@@ -3,9 +3,11 @@
   {
    "cell_type": "markdown",
    "id": "ddc06da3-fc68-4c6f-8067-14ea862b964d",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "source": [
-    "## Solar system using the API functionality\n",
+    "## Example use case: Solar system using the API functionality\n",
     "We use the API interface to construct a model of the Solar system."
    ]
   },
@@ -304,7 +306,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -318,7 +320,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
diff --git a/docs/source/examples/old/basic_example.ipynb b/docs/source/examples/old/basic_example.ipynb
new file mode 100644
index 000000000..9078cfcb5
--- /dev/null
+++ b/docs/source/examples/old/basic_example.ipynb
@@ -0,0 +1,128 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "66ca8e31-7cbf-4484-bb6c-c9235e14bda2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "import binarycpython\n",
+    "from binarycpython.utils.custom_logging_functions import binary_c_log_code\n",
+    "from binarycpython.utils.run_system_wrapper import run_system\n",
+    "from binarycpython.utils.functions import example_parse_output"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "31851c7f-4ccf-4b5a-9f74-8a3e06c6b2d8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='time'>"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# You can decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g radius=%g\\\\n\",stardata->model.time,stardata->star[0].radius)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = binary_c_log_code(logging_line, verbose=-1)\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments. the custom_logging_code is \n",
+    "# one of them and will be processed automatically.\n",
+    "output = run_system(\n",
+    "    M_1=1, metallicity=0.002, M_2=0.1, separation=0, orbital_period=100000000000, \\\n",
+    "    custom_logging_code=custom_logging_code,\n",
+    ")\n",
+    "\n",
+    "df = pd.DataFrame.from_dict(example_parse_output(output, 'MY_STELLAR_DATA'), dtype=np.float64)\n",
+    "\n",
+    "df.plot('time', 'radius', logy=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "db0f3990-8680-4ea7-80d3-cdb430950c7f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='time'>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "39509b1c-f5fb-4edd-847a-97757c2197df",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/source/examples/old/workshop_example_notebook.ipynb b/docs/source/examples/old/workshop_example_notebook.ipynb
new file mode 100644
index 000000000..4eca58797
--- /dev/null
+++ b/docs/source/examples/old/workshop_example_notebook.ipynb
@@ -0,0 +1,641 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# Binary_c and python example notebook\n",
+    "The following notebook servers as an example of how the binary_c python wrapper works and how it could be used.\n",
+    "\n",
+    "By: David Hendriks 30 nov 2019"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": [
+    "import binarycpython\n",
+    "import binary_c_python_api"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Core api wrapper functions:"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_binary()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "Binary_c output:\n",
+      "\n",
+      "\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 1e-07 15 14 1 1 3540.3 0\n",
+      "example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 2e-07 15 14 1 1 3540.3 0\n"
+     ]
+    }
+   ],
+   "source": [
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g}  \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary(argstring)\n",
+    "\n",
+    "print(\"\\n\\nBinary_c output:\\n\\n\")\n",
+    "print('\\n'.join(output.split('\\n')[:10]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_binary_with_log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "True\n",
+      "      TIME      M1       M2   K1  K2           SEP   ECC  R1/ROL1 R2/ROL2  TYPE RANDOM_SEED=7106 RANDOM_COUNT=0\n",
+      "     0.0000   15.000   14.000  1   1     2.786e+08  0.00   0.000   0.000  INITIAL \n",
+      "    12.7509   14.645   13.776  2   1    2.8427e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    12.7773   14.639   13.775  4   1    2.8435e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    13.1380   13.748   13.758  4   1    2.9373e+08  0.00   0.000   0.000  q-inv\n",
+      "    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  OFF_MS\n",
+      "    14.0900   10.830   13.705  4   2    3.2934e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.1204   10.726   13.700  4   4    3.3081e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2118   10.410   13.566  5   4    3.3702e+08  0.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  Randbuf=34421 - d48r(0)=0.0570946 - d48r(1)=0.458272 - d48r(2)=0.13108 - d48r(3)=0.562029 - d48r(4)=0.924056 \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.89211 Mc=4.78817 type=5) -> kick 1(190) vk=302.148 vr=0.113492 omega=5.80602 phi=0.124379 -> vn=302.048 ; final sep -31.2365 ecc -1 (random count 0) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  DISRUPT \n",
+      "    14.2646    1.472   13.462 13   4       -31.236 -1.00   0.000   0.000  SN\n",
+      "    15.7087    1.472   10.210 13   5       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  d48r(5)=0.608402 - d48r(6)=0.696003 - d48r(7)=0.796455 - d48r(8)=0.0834973 \n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN kick II (SN type 12 12, pre-explosion M=9.85661 Mc=4.3914 type=5) -> kick 1(190) vk=392.156 vr=0 omega=0.524629 phi=0.634667 -> vn=392.156 ; final sep -31.2365 ecc -1 (random count 5) - Runaway v=(0,0,0) |v|=0 : companion v=(0,0,0), |v|=0 ; \n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  TYPE_CHNGE\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  q-inv\n",
+      "    15.7695    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  SN\n",
+      " 15000.0000    1.472    1.444 13  13       -31.236 -1.00   0.000   0.000  MAX_TIME\n",
+      "Probability : 1\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "import tempfile\n",
+    "import os\n",
+    "\n",
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "log_filename=tempfile.gettempdir() + \"/test_log.txt\"\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g} log_filename {7} \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    "    log_filename,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary(argstring)\n",
+    "\n",
+    "print(os.path.exists(log_filename))\n",
+    "\n",
+    "with open(log_filename, 'r') as f:\n",
+    "    print(f.read())\n",
+    "\n",
+    "\n",
+    "# print(\"\\n\\nBinary_c output:\\n\\n\")\n",
+    "# print(output)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run binary with custom logging line"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "MY_STELLAR_DATA time=0 mass=15\n",
+      "example_header_1 time=0 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 0 15 14 1 1 3540.3 0\n",
+      "INITIAL_GRID 15 14 4530 0.02 1 0\n",
+      "MY_STELLAR_DATA time=0 mass=15\n",
+      "example_header_1 time=1e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 1e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=1e-07 mass=15\n",
+      "example_header_1 time=2e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 2e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=2e-07 mass=15\n",
+      "example_header_1 time=3e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 3e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=3e-07 mass=15\n",
+      "example_header_1 time=4e-07 mass_1=15 mass_2=14 st1=1 st2=1 sep=3540.3 ecc=0\n",
+      "example_header_2 4e-07 15 14 1 1 3540.3 0\n",
+      "MY_STELLAR_DATA time=4e-07 mass=15\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils import custom_logging_functions\n",
+    "# generate logging lines. Here you can choose whatever you want to have logged, and with what header\n",
+    "# this generates working print statements\n",
+    "logging_line = custom_logging_functions.autogen_C_logging_code(\n",
+    "    {\"MY_STELLAR_DATA\": [\"model.time\", \"star[0].mass\"],}\n",
+    ")\n",
+    "# OR\n",
+    "# You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g mass=%g\\\\n\", stardata->model.time, stardata->star[0].mass)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = custom_logging_functions.binary_c_log_code(logging_line)\n",
+    "# print(custom_logging_code)\n",
+    "\n",
+    "# Make this code into a shared library and the function into memory\n",
+    "func_memaddr = custom_logging_functions.create_and_load_logging_function(custom_logging_code)\n",
+    "\n",
+    "# Run system with custom logging code\n",
+    "m1 = 15.0  # Msun\n",
+    "m2 = 14.0  # Msun\n",
+    "separation = 0  # 0 = ignored, use period\n",
+    "orbital_period = 4530.0  # days\n",
+    "eccentricity = 0.0\n",
+    "metallicity = 0.02\n",
+    "max_evolution_time = 15000 # You need to set this!\n",
+    "\n",
+    "argstring = \"binary_c M_1 {0:g} M_2 {1:g} separation {2:g} orbital_period {3:g} eccentricity {4:g} metallicity {5:g} max_evolution_time {6:g}  \".format(\n",
+    "    m1,\n",
+    "    m2,\n",
+    "    separation,\n",
+    "    orbital_period,\n",
+    "    eccentricity,\n",
+    "    metallicity,\n",
+    "    max_evolution_time,\n",
+    ")\n",
+    "\n",
+    "output = binary_c_python_api.run_binary_custom_logging(argstring, func_memaddr)\n",
+    "print('\\n'.join(output.split('\\n')[:20]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Using utils functions\n",
+    "In the utils.functions there are some functions that make it easier to interact with the core api functions. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_system()\n",
+    "This function serves as an example on the function run_system and parse_output. \n",
+    "There is more functionality with this method and several tasks are done behind the scene.\n",
+    "\n",
+    "Requires pandas, numpy to run.\n",
+    "\n",
+    "run_system: mostly just makes passing arguments to the function easier. It also loads all the necessary defaults in the background\n",
+    "parse_output: Takes the raw output of binary_c and selects those lines that start with the given header. \n",
+    "Note, if you dont use the custom_logging functionality binary_c should be configured to have output that starts with that given header\n",
+    "\n",
+    "The parsing of the output only works correctly if either all of the values are described inline like `mass=<number>' or none of them are.    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 0 10 20 1 1 2.81762e+08 0\n",
+      "INITIAL_GRID 10 20 1e+11 0.02 1 0\n",
+      "example_header_1 time=0 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 0 10 20 1 1 2.81762e+08 0\n",
+      "INITIAL_GRID 10 20 1e+11 0.02 1 0\n",
+      "example_header_1 time=1e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 1e-07 10 20 1 1 2.81762e+08 0\n",
+      "example_header_1 time=2e-07 mass_1=10 mass_2=20 st1=1 st2=1 sep=2.81762e+08 ecc=0\n",
+      "example_header_2 2e-07 10 20 1 1 2.81762e+08 0\n",
+      "\n",
+      "\n",
+      "\n",
+      "              time    mass_1    mass_2   st1   st2           sep  ecc\n",
+      "0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "...            ...       ...       ...   ...   ...           ...  ...\n",
+      "3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "\n",
+      "[3932 rows x 7 columns]\n",
+      "              time    mass_1    mass_2   st1   st2           sep  ecc\n",
+      "0     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "1     0.000000e+00  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "2     1.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "3     2.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "4     3.000000e-07  10.00000  20.00000   1.0   1.0  2.817620e+08  0.0\n",
+      "...            ...       ...       ...   ...   ...           ...  ...\n",
+      "3927  1.102750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3928  1.202750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3929  1.302750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3930  1.402750e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "3931  1.500000e+04   1.33817   1.62124  13.0  13.0 -4.896110e+01 -1.0\n",
+      "\n",
+      "[3932 rows x 7 columns]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils.functions import run_system, parse_output\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments.\n",
+    "output = run_system(M_1=10, M_2=20, separation=0, orbital_period=100000000000)\n",
+    "\n",
+    "print('\\n'.join(output.split('\\n')[:10]))\n",
+    "\n",
+    "# Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)\n",
+    "result_example_header_1 = parse_output(output, selected_header=\"example_header_1\")\n",
+    "result_example_header_2 = parse_output(output, selected_header=\"example_header_2\")\n",
+    "\n",
+    "# print(result_example_header_1)\n",
+    "\n",
+    "#### Now do whatever you want with it:\n",
+    "# Or put them into a pandas array\n",
+    "\n",
+    "# Cast the data into a dataframe.\n",
+    "# This example automatically catches the column names because the binary_c output line is constructed as 'example_header_1 time=<number>..'\n",
+    "print('\\n\\n')\n",
+    "\n",
+    "df = pd.DataFrame.from_dict(result_example_header_1, dtype=np.float64)\n",
+    "print(df)\n",
+    "\n",
+    "# This example has column headers which are numbered, but we can override that with custom headers.\n",
+    "df2 = pd.DataFrame.from_dict(result_example_header_2, dtype=np.float64)\n",
+    "df2.columns=['time', 'mass_1', 'mass_2', 'st1', 'st2', 'sep', 'ecc']\n",
+    "print(df2)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "### run_system() and custom logging\n",
+    "Function that will use a automatically generated piece of logging code. Compile it, load it \n",
+    "into memory and run a binary system. See run_system on how several things are done in the background here.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "              time      mass\n",
+      "0     0.000000e+00  1.000000\n",
+      "1     0.000000e+00  1.000000\n",
+      "2     1.000000e-07  1.000000\n",
+      "3     2.000000e-07  1.000000\n",
+      "4     3.000000e-07  1.000000\n",
+      "...            ...       ...\n",
+      "3630  1.131680e+04  0.627748\n",
+      "3631  1.231680e+04  0.627748\n",
+      "3632  1.331680e+04  0.627748\n",
+      "3633  1.431680e+04  0.627748\n",
+      "3634  1.500000e+04  0.627748\n",
+      "\n",
+      "[3635 rows x 2 columns]\n"
+     ]
+    }
+   ],
+   "source": [
+    "from binarycpython.utils.custom_logging_functions import (\n",
+    "    autogen_C_logging_code,\n",
+    "    binary_c_log_code,\n",
+    ")\n",
+    "\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "# generate logging lines. Here you can choose whatever you want to have logged, and with what header\n",
+    "# this generates working print statements\n",
+    "logging_line = autogen_C_logging_code(\n",
+    "    {\"MY_STELLAR_DATA\": [\"model.time\", \"star[0].mass\"],}\n",
+    ")\n",
+    "# OR\n",
+    "# You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.\n",
+    "logging_line = 'Printf(\"MY_STELLAR_DATA time=%g mass=%g\\\\n\", stardata->model.time, stardata->star[0].mass)'\n",
+    "\n",
+    "# Generate entire shared lib code around logging lines\n",
+    "custom_logging_code = binary_c_log_code(logging_line)\n",
+    "\n",
+    "# Run system. all arguments can be given as optional arguments. the custom_logging_code is one of them and will be processed automatically.\n",
+    "output = run_system(\n",
+    "    M_1=1,\n",
+    "    metallicity=0.002,\n",
+    "    M_2=0.1,\n",
+    "    separation=0,\n",
+    "    orbital_period=100000000000,\n",
+    "    custom_logging_code=custom_logging_code,\n",
+    ")\n",
+    "\n",
+    "# Catch results that start with a given header. (Mind that binary_c has to be configured to print them if your not using a custom logging function)\n",
+    "# DOESNT WORK YET if you have the line autogenerated.\n",
+    "result_example_header = parse_output(output, \"MY_STELLAR_DATA\")\n",
+    "\n",
+    "# Cast the data into a dataframe.\n",
+    "df = pd.DataFrame.from_dict(result_example_header, dtype=np.float64)\n",
+    "\n",
+    "# Do whatever you like with the dataframe.\n",
+    "print(df)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "source": [
+    "## Other example\n",
+    "Checking how much mass stars lose on the main sequence."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": [
+    "def run_and_calc_mass(**kwargs):\n",
+    "    \"\"\"\n",
+    "    Function to run a given system and look at the mass lost in the main sequence of the star\n",
+    "    \"\"\"\n",
+    "    # start = time.time()\n",
+    "    output = run_system(**kwargs)\n",
+    "    result = parse_output(output, 'example_header_1')\n",
+    "    # stop = time.time()\n",
+    "    # print(\"Took {:.2f}s to run single system\".format(stop-start))\n",
+    "    # print(\"The following keys are present in the results:\\n{}\".format(result.keys()))\n",
+    "    # print(len(result))\n",
+    "\n",
+    "    #### Now do whatever you want with it: \n",
+    "\n",
+    "    # Cast the data into a dataframe. \n",
+    "    df = pd.DataFrame.from_dict(result, dtype=np.float64)\n",
+    "\n",
+    "    # Get last change moment\n",
+    "    last_st = df['st1'].unique()[-1]\n",
+    "    last_stellar_type_change_time_1 = df[df.st1==last_st]['time'].iloc[0]\n",
+    "\n",
+    "    # slice to get that last time\n",
+    "    sliced_df = df[df.time < last_stellar_type_change_time_1] # Cut off late parts of evolution\n",
+    "\n",
+    "    main_sequence = sliced_df[sliced_df.st1==1]\n",
+    "    \n",
+    "    initial_mass = main_sequence.iloc[0].mass_1\n",
+    "    final_mass = main_sequence.iloc[-1].mass_1\n",
+    "    \n",
+    "    initial_time = main_sequence.iloc[0].time\n",
+    "    final_time = main_sequence.iloc[-1].time\n",
+    "    \n",
+    "    mass_lost = initial_mass - final_mass\n",
+    "    fraction = mass_lost/initial_mass\n",
+    "\n",
+    "    # Return the mass fraction (wrt initial mass)\n",
+    "    return fraction\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Took 14.214274644851685s\n"
+     ]
+    }
+   ],
+   "source": [
+    "import time\n",
+    "\n",
+    "metallicity_002 = 0.02\n",
+    "metallicity_001 = 0.01\n",
+    "metallicity_0002 = 0.002\n",
+    "\n",
+    "mass_range = np.arange(1, 25, .5)\n",
+    "\n",
+    "start = time.time()\n",
+    "fractions_z002 = [run_and_calc_mass(M_1=mass, \n",
+    "                                    M_2=10, \n",
+    "                                    separation=0, \n",
+    "                                    orbital_period=100000000000, \n",
+    "                                    metallicity=metallicity_002, \n",
+    "                                    effective_metallicity=metallicity_002) \n",
+    "                 for mass in mass_range]\n",
+    "\n",
+    "fractions_z001 = [run_and_calc_mass(M_1=mass, \n",
+    "                                    M_2=10, \n",
+    "                                    separation=0, \n",
+    "                                    orbital_period=100000000000, \n",
+    "                                    metallicity=metallicity_001, \n",
+    "                                    effective_metallicity=metallicity_001) \n",
+    "                 for mass in mass_range]\n",
+    "\n",
+    "fractions_z0002 = [run_and_calc_mass(M_1=mass, \n",
+    "                                     M_2=10, \n",
+    "                                     separation=0, \n",
+    "                                     orbital_period=100000000000, \n",
+    "                                     metallicity=metallicity_0002, \n",
+    "                                     effective_metallicity=metallicity_0002) \n",
+    "                 for mass in mass_range]\n",
+    "stop = time.time()\n",
+    "print(\"Took {}s\".format(stop-start))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(12,8))\n",
+    "\n",
+    "ax.plot(mass_range, fractions_z002, '--', label='Z=0.02')\n",
+    "ax.plot(mass_range, fractions_z001, '-.', label='Z=0.01')\n",
+    "ax.plot(mass_range, fractions_z0002, '-', label='Z=0.002')\n",
+    "\n",
+    "ax.set_xlabel(r'Initial Mass ($M_{\\odot}$)', fontsize=18)\n",
+    "ax.set_ylabel(r'Fraction of total initial mass lost on main sequence', fontsize=18)\n",
+    "ax.set_title('Fraction of total initial mass lost during main sequence for different metallicities', fontsize=18)\n",
+    "ax.legend()\n",
+    "ax.set_yscale('log')\n",
+    "#save_loop(name='plots/mass_loss_MS.{format}', formats=['pdf', 'png', 'eps'], bbox_inches='tight')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "heading_collapsed": "false"
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/reports/test_coverage/test_coverage.svg b/reports/test_coverage/test_coverage.svg
index dfb99a19b..ae1c3500d 100644
--- a/reports/test_coverage/test_coverage.svg
+++ b/reports/test_coverage/test_coverage.svg
@@ -9,13 +9,13 @@
     </mask>
     <g mask="url(#a)">
         <path fill="#555" d="M0 0h63v20H0z"/>
-        <path fill="#dfb317" d="M63 0h36v20H63z"/>
+        <path fill="#fe7d37" d="M63 0h36v20H63z"/>
         <path fill="url(#b)" d="M0 0h99v20H0z"/>
     </g>
     <g fill="#fff" text-anchor="middle" font-family="DejaVu Sans,Verdana,Geneva,sans-serif" font-size="11">
         <text x="31.5" y="15" fill="#010101" fill-opacity=".3">coverage</text>
         <text x="31.5" y="14">coverage</text>
-        <text x="80" y="15" fill="#010101" fill-opacity=".3">67%</text>
-        <text x="80" y="14">67%</text>
+        <text x="80" y="15" fill="#010101" fill-opacity=".3">54%</text>
+        <text x="80" y="14">54%</text>
     </g>
 </svg>
-- 
GitLab