Package: EIX
Title: Explain Interactions in 'XGBoost'
Version: 1.2.1
Authors@R: c(
  person("Szymon", "Maksymiuk", email = "sz.maksymiuk@gmail.com", role = c("aut", "cre")),
  person("Ewelina", "Karbowiak", email = "ewelina.karbowiak12@gmail.com", role = c("aut")),
  person("Przemyslaw", "Biecek", email = "przemyslaw.biecek@gmail.com", role = c("aut","ths"))
  )
Description: Structure mining from 'XGBoost' and 'LightGBM' models. Key
        functionalities of this package cover: visualisation of
        tree-based ensembles models, identification of interactions,
        measuring of variable importance, measuring of interaction
        importance, explanation of single prediction with break down
        plots (based on 'xgboostExplainer' and 'iBreakDown' packages).
        To download the 'LightGBM' use the following link:
        <https://github.com/Microsoft/LightGBM>. 'EIX' is a part of the
        'DrWhy.AI' universe.
Depends: R (>= 3.5.0)
License: GPL-2
Encoding: UTF-8
LazyData: true
Imports: MASS, ggplot2, data.table, purrr, xgboost, DALEX, ggrepel,
        ggiraphExtra, iBreakDown, tidyr, scales
RoxygenNote: 7.3.2
Suggests: Matrix, knitr, rmarkdown, lightgbm
VignetteBuilder: knitr
URL: https://github.com/ModelOriented/EIX
BugReports: https://github.com/ModelOriented/EIX/issues
Config/pak/sysreqs: libcairo2-dev cmake libfontconfig1-dev
        libfreetype6-dev make libicu-dev libpng-dev libuv1-dev
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2026-01-12 01:51:24 UTC
RemoteUrl: https://github.com/modeloriented/eix
RemoteRef: HEAD
RemoteSha: 9d44e98dc657f704a49218cd53d82a9403c39575
NeedsCompilation: no
Packaged: 2026-07-15 13:33:22 UTC; root
Author: Szymon Maksymiuk [aut, cre],
  Ewelina Karbowiak [aut],
  Przemyslaw Biecek [aut, ths]
Maintainer: Szymon Maksymiuk <sz.maksymiuk@gmail.com>