From 8d3b7bbe82608fb98aa8cdcdb182ef9a4722d50f Mon Sep 17 00:00:00 2001
From: dh00601 <dh00601@surrey.ac.uk>
Date: Fri, 3 Jun 2022 14:57:29 +0100
Subject: [PATCH] updated docs

---
 docs/build/doctrees/environment.pickle        | Bin 977208 -> 977208 bytes
 .../build/html/_images/docstring_coverage.svg |   6 +++---
 docs/build/html/_images/test_coverage.svg     |   4 ++--
 .../utils/custom_logging_functions.html       |   2 +-
 .../_modules/binarycpython/utils/dicts.html   |   2 +-
 .../binarycpython/utils/ensemble.html         |   2 +-
 .../binarycpython/utils/functions.html        |   2 +-
 .../_modules/binarycpython/utils/grid.html    |   2 +-
 .../binarycpython/utils/plot_functions.html   |   2 +-
 .../utils/population_extensions/HPC.html      |   2 +-
 .../Moe_di_Stefano_2017.html                  |   2 +-
 .../population_extensions/analytics.html      |   2 +-
 .../utils/population_extensions/cache.html    |   2 +-
 .../utils/population_extensions/condor.html   |   2 +-
 .../utils/population_extensions/dataIO.html   |   2 +-
 .../distribution_functions.html               |   2 +-
 .../population_extensions/grid_logging.html   |   2 +-
 .../grid_options_defaults.html                |   2 +-
 .../utils/population_extensions/gridcode.html |   2 +-
 .../utils/population_extensions/metadata.html |   2 +-
 .../utils/population_extensions/slurm.html    |   2 +-
 .../spacing_functions.html                    |   2 +-
 .../population_extensions/version_info.html   |   2 +-
 .../utils/run_system_wrapper.html             |   2 +-
 .../binarycpython/utils/useful_funcs.html     |   2 +-
 docs/build/html/_modules/index.html           |   2 +-
 docs/build/html/binary_c_parameters.html      |   2 +-
 docs/build/html/custom_logging_functions.html |   2 +-
 docs/build/html/dicts.html                    |   2 +-
 docs/build/html/ensemble.html                 |   2 +-
 docs/build/html/example_notebooks.html        |   2 +-
 docs/build/html/examples/notebook_BHBH.html   |   2 +-
 docs/build/html/examples/notebook_HRD.html    |   2 +-
 .../examples/notebook_api_functionality.html  |   2 +-
 .../notebook_common_envelope_evolution.html   |   2 +-
 .../examples/notebook_custom_logging.html     |   2 +-
 .../html/examples/notebook_ensembles.html     |   2 +-
 .../examples/notebook_extra_features.html     |   2 +-
 .../examples/notebook_individual_systems.html |   2 +-
 ...notebook_luminosity_function_binaries.html |   2 +-
 .../notebook_luminosity_function_single.html  |   2 +-
 .../examples/notebook_massive_remnants.html   |   2 +-
 .../html/examples/notebook_population.html    |   2 +-
 .../html/examples/notebook_solar_system.html  |   2 +-
 .../html/examples/old/basic_example.html      |   2 +-
 .../old/workshop_example_notebook.html        |   2 +-
 docs/build/html/functions.html                |   2 +-
 docs/build/html/genindex.html                 |   2 +-
 docs/build/html/grid.html                     |   2 +-
 .../build/html/grid_options_descriptions.html |   2 +-
 docs/build/html/index.html                    |   2 +-
 docs/build/html/modules.html                  |   2 +-
 docs/build/html/plot_functions.html           |   2 +-
 .../build/html/population_extensions/HPC.html |   2 +-
 .../Moe_di_Stefano_2017.html                  |   2 +-
 .../html/population_extensions/analytics.html |   2 +-
 .../html/population_extensions/cache.html     |   2 +-
 .../html/population_extensions/condor.html    |   2 +-
 .../html/population_extensions/dataIO.html    |   2 +-
 .../distribution_functions.html               |   2 +-
 .../population_extensions/grid_logging.html   |   2 +-
 .../grid_options_defaults.html                |   2 +-
 .../html/population_extensions/gridcode.html  |   2 +-
 .../html/population_extensions/metadata.html  |   2 +-
 .../html/population_extensions/slurm.html     |   2 +-
 .../spacing_functions.html                    |   2 +-
 .../population_extensions/version_info.html   |   2 +-
 docs/build/html/py-modindex.html              |   2 +-
 docs/build/html/readme_link.html              |   2 +-
 docs/build/html/run_system_wrapper.html       |   2 +-
 docs/build/html/search.html                   |   2 +-
 docs/build/html/stellar_types.html            |   2 +-
 docs/build/html/useful_funcs.html             |   2 +-
 docs/source/_templates/footer.html            |   2 +-
 docs/source/badges/docstring_coverage.svg     |   6 +++---
 docs/source/badges/test_coverage.svg          |   4 ++--
 76 files changed, 81 insertions(+), 81 deletions(-)

diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
index 1d548e7da748801d30df5f3bf6139b6e6e363320..9f6bec8cfc1888500adda2d90a1a4de3dfe94e2a 100644
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+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
index c39a167b4..bba90cd20 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
@@ -454,7 +454,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
index 10bdb9bfc..b10e98b0e 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
@@ -655,7 +655,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
index 4fbb43cd0..68c14eb11 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
@@ -902,7 +902,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/distribution_functions.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/distribution_functions.html
index be502f563..6386cff54 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/distribution_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/distribution_functions.html
@@ -2403,7 +2403,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_logging.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_logging.html
index 410f14835..3fc577137 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_logging.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_logging.html
@@ -555,7 +555,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_options_defaults.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_options_defaults.html
index a5d68dad8..5c9dfbf6b 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_options_defaults.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_options_defaults.html
@@ -717,7 +717,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
index 690061d87..b328fdf83 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
@@ -1236,7 +1236,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
index 6d977f800..46b389ac3 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
@@ -229,7 +229,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
index 24d093b4f..5ca99dbe6 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
@@ -553,7 +553,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/spacing_functions.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/spacing_functions.html
index 7d536f438..f9dfaa59b 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/spacing_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/spacing_functions.html
@@ -776,7 +776,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/version_info.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/version_info.html
index 7dd9c94b7..410c2ba27 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/version_info.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/version_info.html
@@ -522,7 +522,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">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 1e4907fd6..20a3ee385 100644
--- a/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
+++ b/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
@@ -206,7 +206,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">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 e856554d3..71145c222 100644
--- a/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
+++ b/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
@@ -472,7 +472,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/_modules/index.html b/docs/build/html/_modules/index.html
index 4a85dba10..4c95230f7 100644
--- a/docs/build/html/_modules/index.html
+++ b/docs/build/html/_modules/index.html
@@ -110,7 +110,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/binary_c_parameters.html b/docs/build/html/binary_c_parameters.html
index 829930da2..5e89e4d62 100644
--- a/docs/build/html/binary_c_parameters.html
+++ b/docs/build/html/binary_c_parameters.html
@@ -3542,7 +3542,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/custom_logging_functions.html b/docs/build/html/custom_logging_functions.html
index f3a605924..8f99b63ba 100644
--- a/docs/build/html/custom_logging_functions.html
+++ b/docs/build/html/custom_logging_functions.html
@@ -330,7 +330,7 @@ I recommend using this in function in combination with a function that generates
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/dicts.html b/docs/build/html/dicts.html
index fca7c720e..cda089cbd 100644
--- a/docs/build/html/dicts.html
+++ b/docs/build/html/dicts.html
@@ -526,7 +526,7 @@ so that they don’t have to be calculated each time.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/ensemble.html b/docs/build/html/ensemble.html
index 204462b0c..05d3de767 100644
--- a/docs/build/html/ensemble.html
+++ b/docs/build/html/ensemble.html
@@ -276,7 +276,7 @@ and return its contents to as a Python dictionary.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/example_notebooks.html b/docs/build/html/example_notebooks.html
index 7a9ce6483..f3932d11f 100644
--- a/docs/build/html/example_notebooks.html
+++ b/docs/build/html/example_notebooks.html
@@ -215,7 +215,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_BHBH.html b/docs/build/html/examples/notebook_BHBH.html
index 8f303bd92..f66295269 100644
--- a/docs/build/html/examples/notebook_BHBH.html
+++ b/docs/build/html/examples/notebook_BHBH.html
@@ -5562,7 +5562,7 @@ system 2 / 100
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_HRD.html b/docs/build/html/examples/notebook_HRD.html
index b73f4b633..b30b84fb8 100644
--- a/docs/build/html/examples/notebook_HRD.html
+++ b/docs/build/html/examples/notebook_HRD.html
@@ -1348,7 +1348,7 @@ very start.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_api_functionality.html b/docs/build/html/examples/notebook_api_functionality.html
index d1338c7a1..2df0a9099 100644
--- a/docs/build/html/examples/notebook_api_functionality.html
+++ b/docs/build/html/examples/notebook_api_functionality.html
@@ -713,7 +713,7 @@ MAXIMUM MASS RATIO 0.0141
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_common_envelope_evolution.html b/docs/build/html/examples/notebook_common_envelope_evolution.html
index f706a0f6a..28dd92a10 100644
--- a/docs/build/html/examples/notebook_common_envelope_evolution.html
+++ b/docs/build/html/examples/notebook_common_envelope_evolution.html
@@ -1122,7 +1122,7 @@ Text(0, 0.5, &#39;Number of stars&#39;)
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_custom_logging.html b/docs/build/html/examples/notebook_custom_logging.html
index 19bed65d7..8739ee0ec 100644
--- a/docs/build/html/examples/notebook_custom_logging.html
+++ b/docs/build/html/examples/notebook_custom_logging.html
@@ -785,7 +785,7 @@ EXAMPLE_SN             1.050651207308e+01 1.59452 9.34213 20 12 13 5 1 6.55458 4
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_ensembles.html b/docs/build/html/examples/notebook_ensembles.html
index 78b0174ea..bd9dc0e90 100644
--- a/docs/build/html/examples/notebook_ensembles.html
+++ b/docs/build/html/examples/notebook_ensembles.html
@@ -369,7 +369,7 @@ div.rendered_html tbody tr:hover {
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_extra_features.html b/docs/build/html/examples/notebook_extra_features.html
index a2c13b252..cadd69966 100644
--- a/docs/build/html/examples/notebook_extra_features.html
+++ b/docs/build/html/examples/notebook_extra_features.html
@@ -518,7 +518,7 @@ dict_keys([&#39;networks&#39;, &#39;isotopes&#39;, &#39;argpairs&#39;, &#39;ense
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_individual_systems.html b/docs/build/html/examples/notebook_individual_systems.html
index 2131fceaa..5ff0b9c3e 100644
--- a/docs/build/html/examples/notebook_individual_systems.html
+++ b/docs/build/html/examples/notebook_individual_systems.html
@@ -824,7 +824,7 @@ SINGLE_STAR_LIFETIME 15 14.9927
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_luminosity_function_binaries.html b/docs/build/html/examples/notebook_luminosity_function_binaries.html
index e52372bd1..93ffd5263 100644
--- a/docs/build/html/examples/notebook_luminosity_function_binaries.html
+++ b/docs/build/html/examples/notebook_luminosity_function_binaries.html
@@ -1186,7 +1186,7 @@ Done population run!
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_luminosity_function_single.html b/docs/build/html/examples/notebook_luminosity_function_single.html
index 7bcc07b38..f71552322 100644
--- a/docs/build/html/examples/notebook_luminosity_function_single.html
+++ b/docs/build/html/examples/notebook_luminosity_function_single.html
@@ -836,7 +836,7 @@ works perfectly well.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_massive_remnants.html b/docs/build/html/examples/notebook_massive_remnants.html
index 362517d94..6c513717e 100644
--- a/docs/build/html/examples/notebook_massive_remnants.html
+++ b/docs/build/html/examples/notebook_massive_remnants.html
@@ -941,7 +941,7 @@ There were no errors found in this run.
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_population.html b/docs/build/html/examples/notebook_population.html
index e80d93be6..f53b55df2 100644
--- a/docs/build/html/examples/notebook_population.html
+++ b/docs/build/html/examples/notebook_population.html
@@ -1404,7 +1404,7 @@ time mass_1 zams_mass_1 mass_2 zams_mass_2 stellar_type_1 prev_stellar_type_1 st
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/notebook_solar_system.html b/docs/build/html/examples/notebook_solar_system.html
index 8c10e67ab..4e8f4737c 100644
--- a/docs/build/html/examples/notebook_solar_system.html
+++ b/docs/build/html/examples/notebook_solar_system.html
@@ -608,7 +608,7 @@ div.rendered_html tbody tr:hover {
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/old/basic_example.html b/docs/build/html/examples/old/basic_example.html
index 5cc325ecf..ca671f5f4 100644
--- a/docs/build/html/examples/old/basic_example.html
+++ b/docs/build/html/examples/old/basic_example.html
@@ -450,7 +450,7 @@ div.rendered_html tbody tr:hover {
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/examples/old/workshop_example_notebook.html b/docs/build/html/examples/old/workshop_example_notebook.html
index e4f7632ee..64416bae9 100644
--- a/docs/build/html/examples/old/workshop_example_notebook.html
+++ b/docs/build/html/examples/old/workshop_example_notebook.html
@@ -881,7 +881,7 @@ Took 14.214274644851685s
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/functions.html b/docs/build/html/functions.html
index a0f437cbb..047cca97e 100644
--- a/docs/build/html/functions.html
+++ b/docs/build/html/functions.html
@@ -733,7 +733,7 @@ of all the binary_c parameters.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html
index 4cc0a541e..3c3588eb5 100644
--- a/docs/build/html/genindex.html
+++ b/docs/build/html/genindex.html
@@ -1088,7 +1088,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/grid.html b/docs/build/html/grid.html
index 3b7d545b8..1dbeb6b5a 100644
--- a/docs/build/html/grid.html
+++ b/docs/build/html/grid.html
@@ -378,7 +378,7 @@ in the self.grid_options</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/grid_options_descriptions.html b/docs/build/html/grid_options_descriptions.html
index 58e959378..3054d96a6 100644
--- a/docs/build/html/grid_options_descriptions.html
+++ b/docs/build/html/grid_options_descriptions.html
@@ -647,7 +647,7 @@ q extrapolation (below 0.15) method
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/index.html b/docs/build/html/index.html
index 390650c73..3769197b7 100644
--- a/docs/build/html/index.html
+++ b/docs/build/html/index.html
@@ -323,7 +323,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/modules.html b/docs/build/html/modules.html
index e549cd6e9..ac586b80c 100644
--- a/docs/build/html/modules.html
+++ b/docs/build/html/modules.html
@@ -174,7 +174,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/plot_functions.html b/docs/build/html/plot_functions.html
index 8df452016..256648423 100644
--- a/docs/build/html/plot_functions.html
+++ b/docs/build/html/plot_functions.html
@@ -378,7 +378,7 @@ This is not included in all the plotting routines.</p></li>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/HPC.html b/docs/build/html/population_extensions/HPC.html
index 5bc9d2ee7..ee4d031d2 100644
--- a/docs/build/html/population_extensions/HPC.html
+++ b/docs/build/html/population_extensions/HPC.html
@@ -375,7 +375,7 @@ and (if given) the string passed in.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/Moe_di_Stefano_2017.html b/docs/build/html/population_extensions/Moe_di_Stefano_2017.html
index 149ef3e36..ffd640e98 100644
--- a/docs/build/html/population_extensions/Moe_di_Stefano_2017.html
+++ b/docs/build/html/population_extensions/Moe_di_Stefano_2017.html
@@ -193,7 +193,7 @@ then set the distribution functions</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/analytics.html b/docs/build/html/population_extensions/analytics.html
index 1a0fa6f4d..4d4350959 100644
--- a/docs/build/html/population_extensions/analytics.html
+++ b/docs/build/html/population_extensions/analytics.html
@@ -182,7 +182,7 @@ the time elapsed if otherwise or if force is True</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/cache.html b/docs/build/html/population_extensions/cache.html
index 6f3b0bf61..5ddd2d50a 100644
--- a/docs/build/html/population_extensions/cache.html
+++ b/docs/build/html/population_extensions/cache.html
@@ -216,7 +216,7 @@ given caches of size self.grid_options[‘function_cache_size’][func]</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/condor.html b/docs/build/html/population_extensions/condor.html
index 73872ab04..c38aa77c8 100644
--- a/docs/build/html/population_extensions/condor.html
+++ b/docs/build/html/population_extensions/condor.html
@@ -235,7 +235,7 @@ TODO: Comment this function better</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/dataIO.html b/docs/build/html/population_extensions/dataIO.html
index 5e625963f..73d985046 100644
--- a/docs/build/html/population_extensions/dataIO.html
+++ b/docs/build/html/population_extensions/dataIO.html
@@ -394,7 +394,7 @@ passed to json.dumps)</p></li>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/distribution_functions.html b/docs/build/html/population_extensions/distribution_functions.html
index 2a08d81af..d14ae9aef 100644
--- a/docs/build/html/population_extensions/distribution_functions.html
+++ b/docs/build/html/population_extensions/distribution_functions.html
@@ -834,7 +834,7 @@ and is be given by dp/dlogP ~ (logP)^p for all other binary configurations (defa
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/grid_logging.html b/docs/build/html/population_extensions/grid_logging.html
index 368d37c4a..842cf8379 100644
--- a/docs/build/html/population_extensions/grid_logging.html
+++ b/docs/build/html/population_extensions/grid_logging.html
@@ -180,7 +180,7 @@ system_number: the system number</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/grid_options_defaults.html b/docs/build/html/population_extensions/grid_options_defaults.html
index 0ce8ebc57..b3fe7e7e0 100644
--- a/docs/build/html/population_extensions/grid_options_defaults.html
+++ b/docs/build/html/population_extensions/grid_options_defaults.html
@@ -243,7 +243,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/gridcode.html b/docs/build/html/population_extensions/gridcode.html
index 843b91740..c4f9bee78 100644
--- a/docs/build/html/population_extensions/gridcode.html
+++ b/docs/build/html/population_extensions/gridcode.html
@@ -299,7 +299,7 @@ of the self.grid_options[“_grid_variables”] dictionary.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/metadata.html b/docs/build/html/population_extensions/metadata.html
index 1ca5312d6..82872043d 100644
--- a/docs/build/html/population_extensions/metadata.html
+++ b/docs/build/html/population_extensions/metadata.html
@@ -168,7 +168,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/slurm.html b/docs/build/html/population_extensions/slurm.html
index 65a436b2d..186503922 100644
--- a/docs/build/html/population_extensions/slurm.html
+++ b/docs/build/html/population_extensions/slurm.html
@@ -236,7 +236,7 @@ TODO: Comment this function better</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/spacing_functions.html b/docs/build/html/population_extensions/spacing_functions.html
index 7f33a16dc..a932898b8 100644
--- a/docs/build/html/population_extensions/spacing_functions.html
+++ b/docs/build/html/population_extensions/spacing_functions.html
@@ -323,7 +323,7 @@ not that the integral is 1.0</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/population_extensions/version_info.html b/docs/build/html/population_extensions/version_info.html
index 82fab3d95..cab67e487 100644
--- a/docs/build/html/population_extensions/version_info.html
+++ b/docs/build/html/population_extensions/version_info.html
@@ -200,7 +200,7 @@ dictionary</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/py-modindex.html b/docs/build/html/py-modindex.html
index bcd57d756..661249465 100644
--- a/docs/build/html/py-modindex.html
+++ b/docs/build/html/py-modindex.html
@@ -223,7 +223,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/readme_link.html b/docs/build/html/readme_link.html
index 7465f5537..12ee01b6b 100644
--- a/docs/build/html/readme_link.html
+++ b/docs/build/html/readme_link.html
@@ -267,7 +267,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/run_system_wrapper.html b/docs/build/html/run_system_wrapper.html
index 191f406e2..3edc9d83b 100644
--- a/docs/build/html/run_system_wrapper.html
+++ b/docs/build/html/run_system_wrapper.html
@@ -194,7 +194,7 @@ and returns what the parse_function returns</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/search.html b/docs/build/html/search.html
index 72c37cfa0..a06eee8c3 100644
--- a/docs/build/html/search.html
+++ b/docs/build/html/search.html
@@ -101,7 +101,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/stellar_types.html b/docs/build/html/stellar_types.html
index 21aeae486..f410f4f9d 100644
--- a/docs/build/html/stellar_types.html
+++ b/docs/build/html/stellar_types.html
@@ -154,7 +154,7 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/useful_funcs.html b/docs/build/html/useful_funcs.html
index 945c03696..646be71d4 100644
--- a/docs/build/html/useful_funcs.html
+++ b/docs/build/html/useful_funcs.html
@@ -351,7 +351,7 @@ determine if two stars collide on the ZAMS</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/source/_templates/footer.html b/docs/source/_templates/footer.html
index 457fbbe14..873559f34 100644
--- a/docs/source/_templates/footer.html
+++ b/docs/source/_templates/footer.html
@@ -2,7 +2,7 @@
 
 {%- block extrafooter %}
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 3062ce32ef2c2c8d0a04d94f36e6cb5831395ec4 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
 Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/source/badges/docstring_coverage.svg b/docs/source/badges/docstring_coverage.svg
index ede195758..ea63cd22b 100644
--- a/docs/source/badges/docstring_coverage.svg
+++ b/docs/source/badges/docstring_coverage.svg
@@ -8,13 +8,13 @@
     </clipPath>
     <g clip-path="url(#r)">
         <rect width="99" height="20" fill="#555"/>
-        <rect x="99" width="43" height="20" fill="#4c1"/>
+        <rect x="99" width="43" height="20" fill="#97CA00"/>
         <rect width="142" height="20" fill="url(#s)"/>
     </g>
     <g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" font-size="110">
         <text x="505" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="890">docstr-coverage</text>
         <text x="505" y="140" transform="scale(.1)" textLength="890">docstr-coverage</text>
-        <text x="1195" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)">100%</text>
-        <text x="1195" y="140" transform="scale(.1)">100%</text>
+        <text x="1195" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)">91%</text>
+        <text x="1195" y="140" transform="scale(.1)">91%</text>
     </g>
 </svg>
\ No newline at end of file
diff --git a/docs/source/badges/test_coverage.svg b/docs/source/badges/test_coverage.svg
index ffd257bde..a4262d340 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">71%</text>
-        <text x="80" y="14">71%</text>
+        <text x="80" y="15" fill="#010101" fill-opacity=".3">69%</text>
+        <text x="80" y="14">69%</text>
     </g>
 </svg>
-- 
GitLab