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 <br><br>
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 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>.
 
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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>.
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 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>.
 
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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>.
 
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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>.
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 <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>.
 
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 <br><br>
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 <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>.
 
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 <br><br>
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 <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>.
 
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 <br><br>
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 <br><br>
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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>.
 
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 <br><br>
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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>.
 
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 <br><br>
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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/gridcode.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
index 690061d877dc088e364b76589d5d3fcfdd470e15..b328fdf83abbd5af77ae78a91c19228a0f2d7c88 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 6d977f8002188b94d76cdb8e50ea1406f5732bf9..46b389ac3d7d3482f84afbab4408e18243166e2c 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 24d093b4f70846579c32a416aa26a1aaaa38e7b3..5ca99dbe6017f2e37bf15a26b189439c3503b728 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 7d536f438f13e0418657b75f25570f8b96d54f7c..f9dfaa59bcc3327806af7ab8a383ff60e5b3d501 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 7dd9c94b78a60c5b643565ce9ae634d8e0a015b2..410c2ba2772aad5ea0e218f05eda6ee61bbcd2e2 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 1e4907fd60a72eba32911d77df1cb0cd28093d56..20a3ee385e2d319a3b1cdab5e8814a7d294b0b98 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 e856554d3741cbfd3ccf2179c490121caa81f1f6..71145c22223ee96bd7452abb0cdeee668a6ad080 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 4a85dba1060e78793dea1a4ae0b79836e470239f..4c95230f77f614e3ed5ea875c83b994da7917545 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 829930da2f7e84d394ed6fb8bd07a7aece1506c1..5e89e4d6204a2f507314badf44b2dd56cf85bbb6 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 f3a60592442ccee51632442779f1534255562d51..8f99b63ba5d846b6a955bfcb4573c5b3177432db 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 fca7c720edad6d7f065fa00b253a4932a2d18bfa..cda089cbdc19dffecebb4ddbcf2384f0c6ba5deb 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 204462b0c3a864e91e52f68f0f25602ac5de010d..05d3de76762121ee96ea2bb3631db87e393b285a 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 7a9ce64832467183d4331029aeeda46fa0aa5c84..f3932d11f2660042e965ce17de500cdfd443a1d2 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 8f303bd92fe4f7c99c942da6067ef1bc51a2aa0f..f6629526941174c336737277134ac1e5924c5b58 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 b73f4b633b2bbcfb55ca32db31aac077c975999a..b30b84fb80b4bb6d393f93c351012e8206b6c89b 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 d1338c7a1d723436131d3a3a36742d8e6acc0264..2df0a9099acde54aa2ad6855135825c98b437f95 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 f706a0f6a0b47bd2ea60e6c9ba9ee55742ad6ac5..28dd92a1066b0bf65eb8c2d8c41ae8f94bc1e811 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 19bed65d7fc22e6637de5caeda3ec48f7cff5e42..8739ee0ec2fac2da6914cf0aa9ef65d844cdca5b 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 78b0174eaf171e833a36f223bba32e34564a5e2a..bd9dc0e90a7c92db93429c9cdbf526da2da8d0ac 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 a2c13b252a8cc7840309018b17558e094783ec80..cadd6996698b543afabf772420d8b47549ac59ad 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 2131fceaafad8dd343b9f32c5e05627da296a5b5..5ff0b9c3e8e977acf215b4ff53cf27d37fd1623e 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 e52372bd1a4f4dcf75268c8d5e275e82593ea993..93ffd526380d7dc1a38e6f08b21bf355926e2eb3 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 7bcc07b38b52e76d3c0570570ccfa76d5f97949c..f715523227ca2e81ee025ab5f6ade65e509365fa 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 362517d9436b880b32415c2e777c220eb253f4d7..6c513717e15c618d011626f85d90b15940cb5a34 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 e80d93be64f9e7b30ed1f429334f63c625fb4673..f53b55df200522b766fa919ee3d5a344f5502826 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 8c10e67ab4a11dc61b0343340cdf7aa1d7501965..4e8f4737cb7036b39d7566ac029a87b4084c89fe 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 5cc325ecf10eb05a95afb325cc6bf64deeba798d..ca671f5f43511c1f1ce7a7918444ea6f0beff040 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 e4f7632ee64494917c0b9d470ad3b77dfbd554db..64416bae97d84d3d69a90307637178aa40a96e13 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 a0f437cbb4d64db68a2f75b665c4b6570b96cc27..047cca97e55a500d828ee3b000c565bcef34963e 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 4cc0a541e17c7a54880169355b66677ab008c1b8..3c3588eb5fecf2540f4b8217119a6a8ef4ed2a69 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 3b7d545b88c528df328b3be670a5cd04ae3b865c..1dbeb6b5a6965f27499e46f7772c067d4a36cd22 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 58e959378e26e8cb1bceb4ac4cb6f13b2b4cc05e..3054d96a6bace99d752d791f07bc2a8a2f138e61 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 390650c73e4d28383190696fa5937953f5561fdb..3769197b7cb153bd5379d83fce3e82ec8fcb96ac 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 e549cd6e99c14e8e3e203589f68bd698953b5c4b..ac586b80c2edb0073c60ca434dcdc34bef1991d6 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 8df452016271492d9d540629f0de201b26877fb5..256648423f117c245927d54682a39a74430373dc 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 5bc9d2ee7b7863c4d54ee31ffcaf97bff0c2b582..ee4d031d25260d13b3b980ee4ca745161b1a9824 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 149ef3e366d0a5906cbb40dd5355c2fd7906d00c..ffd640e982f0ca72f13057f17b887a2ddb229959 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 1a0fa6f4dd4c36098e6de298e41a11c74587001f..4d4350959a609b473f32f68476c757c56b67338e 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 6f3b0bf612925a484aef64d0bbd03b9ddcc380e5..5ddd2d50a0233ab9ca2b61417f9524e286120b3f 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 73872ab0441b9aafe0ee085f969b222dc843b5d1..c38aa77c844762de0e8a65084e017e907d279f87 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 5e625963f1b5e0bea513836a88fed07a19260f32..73d985046c13fd4583e958a5b59c3652de0af36a 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 2a08d81af855e23066d0c422e159ffcf5ebafe14..d14ae9aefcbda7628c026524907020af03866c0c 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 368d37c4aa9718eaf86779c135a51112831bd85e..842cf8379e9b51f0df6cd50567ecbd726ffc918f 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 0ce8ebc5702386569d94d6c4b95def2e5796f6c7..b3fe7e7e0a11f4cf47d2fbdb2f7d753fc1de7e05 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 843b9174016170853811864d6e6cbb98dc8bf681..c4f9bee784de68fd33fecfb322e9a7b7b47abf3b 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 1ca5312d646be1a26ea25f0f355ac538ef93490a..82872043d846f7f17a2d1f985c2f4b74caf69c7d 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 65a436b2de13b620b3600f2ec6d5c86eb9f0d1c2..186503922f0836ad5dfa77c6ef78d71f21bbe7c9 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 7f33a16dcd628b63716fc5fefa787c408016f74e..a932898b80a8d83413087d5cc5a3858fdad27b7f 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 82fab3d95017e93cf6f4c0b8c2db02c56265e970..cab67e487a6b6e68f78ad6c7ad553cf1b70b0919 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 bcd57d756e66a972c9b7bb652367fa35ed87cb91..66124946599e6da6873796f909d42961714b1dff 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 7465f5537bbb0df98721bf39acb75d0ffeec4730..12ee01b6bfcb0f9c4ccdf0accf3190ef03763e98 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 191f406e2285630a1d672c60aff379e755808531..3edc9d83bb4a4a3961c43b9c93a38914e6917f0a 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 72c37cfa075c0e83476eae9ffa6ef9396c0d3057..a06eee8c335e9ed6577b05889610b0a577b24ae9 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 21aeae4863b66f56666a8a5c6f7842d0d41cfcf2..f410f4f9d87f7026fcd5421ccfe6ce47f48ff6b6 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 945c0369631bb78b7def9b9f1eadd828ca0502d6..646be71d42cf9e82d275c5eea456a477f0dd42d5 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 457fbbe14a6f5de344f3f818f001f1638ff2a08b..873559f344aa7bf62bc1f9b4ce50ed9aea0fbb45 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 ede19575876030e5398abf5f389986501bd6db62..ea63cd22bdbb3618e890848828655bb4b6ee7522 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 ffd257bdee756a677e7928264e27559564414bfa..a4262d340358b7051e60330569727e5a2d1695f9 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>