Package: localModel
Title: LIME-Based Explanations with Interpretable Inputs Based on
        Ceteris Paribus Profiles
Version: 0.5
Authors@R: c(person("Przemyslaw", "Biecek", email = "przemyslaw.biecek@gmail.com", role = c("aut", "cre")),
    person("Mateusz", "Staniak", role = "aut"),
    person("Krystian", "Igras", role = "ctb"),
    person("Alicja", "Gosiewska", role = "ctb"),
    person("Harel", "Lustiger", role = "ctb"),
    person("Willy", "Tadema", role = "ctb")
    )
Maintainer: Przemyslaw Biecek <przemyslaw.biecek@gmail.com>
Description: Local explanations of machine learning models describe,
        how features contributed to a single prediction. This package
        implements an explanation method based on LIME (Local
        Interpretable Model-agnostic Explanations, see Tulio Ribeiro,
        Singh, Guestrin (2016) <doi:10.1145/2939672.2939778>) in which
        interpretable inputs are created based on local rather than
        global behaviour of each original feature.
URL: https://github.com/ModelOriented/localModel
BugReports: https://github.com/ModelOriented/localModel/issues
Depends: R (>= 3.5)
License: GPL
Encoding: UTF-8
Imports: glmnet, DALEX, ggplot2, partykit, ingredients
RoxygenNote: 7.1.1
Suggests: covr, knitr, rmarkdown, randomForest, testthat
VignetteBuilder: knitr
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2021-09-19 17:56:00 UTC
RemoteUrl: https://github.com/modeloriented/localmodel
RemoteRef: HEAD
RemoteSha: 7cba8f3c33b50e300a883c44a92eee69ca947181
NeedsCompilation: no
Packaged: 2026-07-15 13:32:56 UTC; root
Author: Przemyslaw Biecek [aut, cre],
  Mateusz Staniak [aut],
  Krystian Igras [ctb],
  Alicja Gosiewska [ctb],
  Harel Lustiger [ctb],
  Willy Tadema [ctb]