Package: treeshap
Title: Compute SHAP Values for Your Tree-Based Models Using the
        'TreeSHAP' Algorithm
Version: 0.2.5
Authors@R: c(
    person("Konrad", "Komisarczyk", , "komisarczykkonrad@gmail.com", role = "aut"),
    person("Pawel", "Kozminski", , "pkozminski99@gmail.com", role = "aut"),
    person("Szymon", "Maksymiuk", role = "aut"),
    person("Lorenz A.", "Kapsner", role = "ctb"),
    person("Mikolaj", "Spytek", role = "ctb"),
    person("Mateusz", "Krzyzinski", , "krzyzinskimateusz23@gmail.com", role = c("ctb", "cre")),
    person("Przemyslaw", "Biecek", , "przemyslaw.biecek@gmail.com", role = c("aut", "cph"))
  )
Description: An efficient implementation of the 'TreeSHAP' algorithm
    introduced by Lundberg et al., (2020) <doi:10.1038/s42256-019-0138-9>.
    It is capable of calculating SHAP (SHapley Additive exPlanations) values 
    for tree-based models in polynomial time.  Currently supported models include 
    'gbm', 'randomForest', 'ranger', 'xgboost', 'lightgbm'.
License: GPL-3
URL: https://modeloriented.github.io/treeshap/,
        https://github.com/ModelOriented/treeshap
BugReports: https://github.com/ModelOriented/treeshap/issues
Depends: R (>= 2.10)
Imports: data.table, ggplot2, Rcpp
Suggests: gbm, jsonlite, lightgbm, randomForest, ranger, scales,
        survival, testthat, xgboost
LinkingTo: Rcpp
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
NeedsCompilation: yes
Packaged: 2023-09-29 19:18:13 UTC; krzyzinskim
Author: Konrad Komisarczyk [aut],
  Pawel Kozminski [aut],
  Szymon Maksymiuk [aut],
  Lorenz A. Kapsner [ctb],
  Mikolaj Spytek [ctb],
  Mateusz Krzyzinski [ctb, cre],
  Przemyslaw Biecek [aut, cph]
Maintainer: Mateusz Krzyzinski <krzyzinskimateusz23@gmail.com>
Repository: CRAN
Date/Publication: 2023-10-01 15:50:02 UTC
