Added the ability to graph distributions #11
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…raph, but instead appears next to it. Added the ability to run BBA auditor without writing to file while still getting measure comparison graphs. Does not yet work with make_graphs.
Added option to print all data that would have been written to file
added labels to distribution graphs cleaned up code
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Added option to not write to file while still printing all the data and graphs if the user wishes to do so. |
numerical feature, and optionally, the feature(s) you want graphed
…when using graph_particular_distribution
… repaired using graph_particular_distribution.
cleaned up code
Mode, and Original. Updated README Fixed bug in graph_distributions
restricted values that can be put into repair_mode, defaulting to "Orig" if invalid value is entered
Clarified explenations in README
Added repair_mode Spec, which allows the user to repair the data to the group with the highest or lowest median Updated README
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Added a function in audit_reading called graph_distributions that creates and saves distributions for all categorical vs numerical features, plotting the unrepaired distributions for each group along with the repaired distributions. In order to access the test split, I added lines in GradientFeatureAuditor.py that saves the test spit onto a file in the output directory so that graph_distributions can access them.