Package: kernelshap
Title: Kernel SHAP
Version: 0.9.1
Authors@R: c(
    person("Michael", "Mayer", , "mayermichael79@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0009-0007-2540-9629")),
    person("David", "Watson", , "david.s.watson11@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0001-9632-2159")),
    person("Przemyslaw", "Biecek", , "przemyslaw.biecek@gmail.com", role = "ctb",
           comment = c(ORCID = "0000-0001-8423-1823"))
  )
Description: Efficient implementation of Kernel SHAP (Lundberg and Lee,
        2017, <doi:10.48550/arXiv.1705.07874>) permutation SHAP, and
        additive SHAP for model interpretability.  For Kernel SHAP and
        permutation SHAP, if the number of features is too large for
        exact calculations, the algorithms iterate until the SHAP
        values are sufficiently precise in terms of their standard
        errors.  The package integrates smoothly with meta-learning
        packages such as 'tidymodels', 'caret' or 'mlr3'. It supports
        multi-output models, case weights, and parallel computations.
        Visualizations can be done using the R package 'shapviz'.
License: GPL (>= 2)
Depends: R (>= 3.2.0)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Imports: doFuture, foreach, stats, utils
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
URL: https://github.com/ModelOriented/kernelshap
BugReports: https://github.com/ModelOriented/kernelshap/issues
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2025-09-20 15:48:08 UTC
RemoteUrl: https://github.com/modeloriented/kernelshap
RemoteRef: HEAD
RemoteSha: 7f524cd20b59cb68bb7ff58b36bde8112b6122a3
NeedsCompilation: no
Packaged: 2026-07-17 07:16:50 UTC; root
Author: Michael Mayer [aut, cre] (ORCID:
    <https://orcid.org/0009-0007-2540-9629>),
  David Watson [aut] (ORCID: <https://orcid.org/0000-0001-9632-2159>),
  Przemyslaw Biecek [ctb] (ORCID:
    <https://orcid.org/0000-0001-8423-1823>)
Maintainer: Michael Mayer <mayermichael79@gmail.com>