Package: ingredients
Title: Effects and Importances of Model Ingredients
Version: 2.3.1
Authors@R: c(person("Przemyslaw", "Biecek", email = "przemyslaw.biecek@gmail.com",
                  role = c("aut", "cre"),
                  comment = c(ORCID = "0000-0001-8423-1823")),
              person("Hubert", "Baniecki", role = "aut",
                  comment = c(ORCID = "0000-0001-6661-5364")),
              person("Adam", "Izdebski", role = "ctb"))
Description: Collection of tools for assessment of feature importance
        and feature effects. Key functions are: feature_importance()
        for assessment of global level feature importance,
        ceteris_paribus() for calculation of the what-if plots,
        partial_dependence() for partial dependence plots,
        conditional_dependence() for conditional dependence plots,
        accumulated_dependence() for accumulated local effects plots,
        aggregate_profiles() and cluster_profiles() for aggregation of
        ceteris paribus profiles, generic print() and plot() for better
        usability of selected explainers, generic plotD3() for
        interactive, D3 based explanations, and generic describe() for
        explanations in natural language. The package 'ingredients' is
        a part of the 'DrWhy.AI' universe (Biecek 2018)
        <arXiv:1806.08915>.
Depends: R (>= 3.5)
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.2.3
Imports: ggplot2, scales, gridExtra, methods
Suggests: DALEX (>= 2.4.3), gower, ranger, testthat, r2d3, jsonlite,
        knitr, rmarkdown, covr
URL: https://ModelOriented.github.io/ingredients/,
        https://github.com/ModelOriented/ingredients
BugReports: https://github.com/ModelOriented/ingredients/issues
VignetteBuilder: knitr
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2023-03-15 21:16:09 UTC
RemoteUrl: https://github.com/modeloriented/ingredients
RemoteRef: HEAD
RemoteSha: d405a01b391731513f890db03e4949056679a009
NeedsCompilation: no
Packaged: 2026-07-04 13:22:08 UTC; root
Author: Przemyslaw Biecek [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-8423-1823>),
  Hubert Baniecki [aut] (ORCID: <https://orcid.org/0000-0001-6661-5364>),
  Adam Izdebski [ctb]
Maintainer: Przemyslaw Biecek <przemyslaw.biecek@gmail.com>