DESCRIPTION

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