DESCRIPTION

Package: kernelshap
Title: Kernel SHAP
Version: 0.7.1
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, see Lundberg and Lee
    (2017), and Covert and Lee (2021)
    <http://proceedings.mlr.press/v130/covert21a>.  Furthermore, for up to
    14 features, exact permutation SHAP values can be calculated.  The
    package plays well together with meta-learning packages like
    'tidymodels', 'caret' or 'mlr3'.  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: 
    foreach,
    MASS,
    stats,
    utils
Suggests: 
    doFuture,
    testthat (>= 3.0.0)
Config/testthat/edition: 3
URL: https://github.com/ModelOriented/kernelshap
BugReports: https://github.com/ModelOriented/kernelshap/issues