fairadapt

cranv1.0.0

Fair Data Adaptation with Quantile Preservation. An implementation of the fair data adaptation with quantile preservation described in Plecko & Meinshausen (JMLR 2020, 21(242), 1-44). The adaptation procedure uses the specified causal graph to pre-process the given training and testing data in such a way to remove the bias caused by the protected

License GPL (>= 3)0 versions1 maintainers8 deps73 weekly dl
dplecko/fairadapt
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First published · 2024-09-06 13:00:58

Last updated · 2024-09-06T11:50:08+00:00