Package: fairadapt
Title: Fair Data Adaptation with Quantile Preservation
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.
Version: 0.2.6
Authors@R: c(
    person(given = "Drago",
           family = "Plecko",
           role = c("aut", "cre"),
           email = "drago.plecko@stat.math.ethz.ch"),
    person(given = "Nicolas",
           family = "Bennett",
           role = "aut",
           email = "nicolas.bennett@stat.math.ethz.ch")
    )
License: GPL (>= 3)
Encoding: UTF-8
Language: en-US
LazyData: true
URL: https://github.com/dplecko/fairadapt
BugReports: https://github.com/dplecko/fairadapt/issues
Depends: R (>= 3.5.0)
Imports: ranger (>= 0.13.1), assertthat, quantreg, qrnn, igraph,
        ggplot2, cowplot, scales
Suggests: testthat (>= 3.0.3), knitr, rmarkdown, rticles, mvtnorm,
        magick, ggraph, pdftools, microbenchmark, xtable
RoxygenNote: 7.2.3
Roxygen: list(markdown = TRUE)
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/pak/sysreqs: libglpk-dev libxml2-dev
Repository: https://dplecko.r-universe.dev
Date/Publication: 2023-08-18 10:04:04 UTC
RemoteUrl: https://github.com/dplecko/fairadapt
RemoteRef: HEAD
RemoteSha: 2171b98f7b8de32a79786f64e3de3499f97c4ab8
NeedsCompilation: no
Packaged: 2026-07-12 07:34:39 UTC; root
Author: Drago Plecko [aut, cre],
  Nicolas Bennett [aut]
Maintainer: Drago Plecko <drago.plecko@stat.math.ethz.ch>