Fair Data Adaptation with Quantile Preservation
An implementation of the fair data adaptation with quantile
preservation described in Plecko & Meinshausen (2019) <1911.06685>.
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 attribute. The procedure uses tree ensembles for quantile