Package: fairadapt
Type: Package
Title: Fair Data Adaptation with Quantile Preservation
Version: 0.1.0
Author: Drago Plecko
Maintainer: Drago Plecko <drago.plecko@stat.math.ethz.ch>
Description: An implementation of the fair data adaptation with quantile preservation described in
    Plecko & Meinshausen (2019) <arXiv: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 
    regression.
License: GPL-3
Encoding: UTF-8
LazyData: true
Imports: ranger
RoxygenNote: 7.0.0
NeedsCompilation: no
Packaged: 2019-11-25 15:35:02 UTC; pleckod
Repository: CRAN
Date/Publication: 2019-11-28 15:10:05 UTC
