More sklearn-compatible metrics #290
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Signed-off-by: Samuel Hoffman <hoffman.sc@gmail.com>
* Remove dependency on casting floats to bools * Improve args in sklearn api * Fix docstrings * Clarify notebooks * Add new notebook reproducing paper analysis Signed-off-by: Samuel Hoffman <hoffman.sc@gmail.com>
Signed-off-by: Samuel Hoffman <hoffman.sc@gmail.com>
Signed-off-by: Samuel Hoffman <hoffman.sc@gmail.com>
Illia-Kryvoviaz
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Jun 7, 2023
* add differential fairness metrics * Clean up bias scan * add aws metrics
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smoothed_edf,df_bias_amplification) Port micellaneous items to sklearn-compatible API #150class_imbalance,kl_divergence,conditional_demographic_disparity)intersection,one_vs_rest)