Refactor fair pkg #2
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Create a new class FairML with fairness_metrics and mitigation_methods methods
Update LICENSE and README.md files
Add docstrings to bias mitigation methods. Add unit tests to bias_mitigation and fairness evaluation classes
Fix some unit tests bugs
Refactor package structure
Update test_bias_mitigation.py unit tests.
Add more unit tests to test_bias_mitigation.py. Add try/except to machine learning model predict calls.
Improve docstrings.
Improve pyproject.toml for deployment.
Fix issue when privileged class is any value.
Update license files. Update README.md. Add Fairness Metric User Manual and Questionnaire/Tree.
This reverts commit cd02a61.
jzdavis66
approved these changes
Nov 22, 2022
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Code refactor with changes on project structure and python modules.
Added continuous integration GitHub actions.
Added python unit tests.
Added Fair ML Questionnaire.