Package: fastshap
Type: Package
Title: Fast Approximate Shapley Values
Version: 0.1.1
Authors@R: person("Brandon", "Greenwell", email = "greenwell.brandon@gmail.com", role =
         c("aut", "cre"), comment = c(ORCID = "0000-0002-8120-0084"))
Description: Computes fast (relative to other implementations) approximate 
    Shapley values for any supervised learning model. Shapley values help to 
    explain the predictions from any black box model using ideas from game 
    theory; see Strumbel and Kononenko (2014) <doi:10.1007/s10115-013-0679-x> 
    for details.
License: GPL (>= 2)
URL: https://github.com/bgreenwell/fastshap,
        https://bgreenwell.github.io/fastshap/
BugReports: https://github.com/bgreenwell/fastshap/issues
Imports: foreach, Rcpp (>= 1.0.1), utils
Enhances: lightgbm, xgboost
Suggests: AmesHousing, covr, earth, knitr, ranger, rmarkdown, shapviz
        (>= 0.8.0), tibble, tinytest (>= 1.4.1)
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 7.2.3
Encoding: UTF-8
Depends: R (>= 3.6.0)
LazyData: true
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2024-02-22 21:28:23 UTC; bgreenwell
Author: Brandon Greenwell [aut, cre] (<https://orcid.org/0000-0002-8120-0084>)
Maintainer: Brandon Greenwell <greenwell.brandon@gmail.com>
Repository: CRAN
Date/Publication: 2024-02-22 22:00:02 UTC
Built: R 4.6.0; x86_64-w64-mingw32; 2025-11-02 03:10:57 UTC; windows
Archs: x64
