Package: counterfactuals
Type: Package
Title: Counterfactual Explanations
Version: 1.0.0
Authors@R: c(
        person("Susanne", "Dandl", email = "dandls.datascience@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0003-4324-4163")),
        person("Andreas", "Hofheinz", email = "andreas.hofheinz@outlook.com", role = c("aut")),
	person("Martin", "Binder", email = "developer.mb706@mb706.com", role = c("ctb")),
	person("Giuseppe","Casalicchio", email = "giuseppe.casalicchio@stat.uni-muenchen.de", role = c("ctb"))
    )
Maintainer: Susanne Dandl <dandls.datascience@gmail.com>
Description: Modular and unified R6-based interface for counterfactual
        explanation methods. The following methods are currently
        implemented: Burghmans et al. (2022)
        <doi:10.48550/arXiv.2104.07411>, Dandl et al. (2020)
        <doi:10.1007/978-3-030-58112-1_31> and Wexler et al. (2019)
        <doi:10.1109/TVCG.2019.2934619>. Optional extensions allow
        these methods to be applied to a variety of models and use
        cases. Once generated, the counterfactuals can be analyzed and
        visualized by provided functionalities. The package is
        described in detail in Dandl et al. (2025)
        <doi:10.18637/jss.v115.i09>.
URL: https://github.com/dandls/counterfactuals
BugReports: https://github.com/dandls/counterfactuals/issues
Depends: R (>= 3.5.0)
Imports: R6, checkmate, StatMatch, iml, data.table, paradox,
        miesmuschel, bbotk
Suggests: gower, randomForest, GGally, trtf, testthat, MASS, R.rsp,
        cowplot, covr, ggplot2, keras, rchallenge, gamlss.data,
        partykit, mlt, variables, basefun, rmarkdown, rpart, mlr3,
        mlr3learners, mlr3pipelines, tidymodels, caret, mlr
License: LGPL-3
Encoding: UTF-8
RoxygenNote: 7.3.3
VignetteBuilder: R.rsp
Roxygen: list(markdown = TRUE, r6 = TRUE)
Config/testthat/edition: 3
Config/pak/sysreqs: make
Repository: https://dandls.r-universe.dev
Date/Publication: 2026-01-14 07:49:17 UTC
RemoteUrl: https://github.com/dandls/counterfactuals
RemoteRef: HEAD
RemoteSha: 0748e95300edd30001ec3e173cd8a1b8511b5d99
NeedsCompilation: no
Packaged: 2026-06-13 06:39:52 UTC; root
Author: Susanne Dandl [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-4324-4163>),
  Andreas Hofheinz [aut],
  Martin Binder [ctb],
  Giuseppe Casalicchio [ctb]