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| -rw-r--r-- | gnu/packages/cran.scm | 40 |
1 files changed, 40 insertions, 0 deletions
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm index 74e5fa2b1e..b8549ec3e3 100644 --- a/gnu/packages/cran.scm +++ b/gnu/packages/cran.scm @@ -15357,6 +15357,46 @@ engine (Salmon et al., 2011) as provided by the package @code{sitmo}.") ;; whole is distributed under the terms of the AGPL 3. (license license:agpl3))) +(define-public r-ingredients + (package + (name "r-ingredients") + (version "1.2.0") + (source + (origin + (method url-fetch) + (uri (cran-uri "ingredients" version)) + (sha256 + (base32 + "1q196y9xzn4wk44fa1bvh0hcbizgm93rwir82nyk31k5pgixk967")))) + (properties `((upstream-name . "ingredients"))) + (build-system r-build-system) + (propagated-inputs + `(("r-ggplot2" ,r-ggplot2) + ("r-gridextra" ,r-gridextra) + ("r-scales" ,r-scales))) + (native-inputs `(("r-knitr" ,r-knitr))) + (home-page "https://ModelOriented.github.io/ingredients/") + (synopsis "Effects and importances of model ingredients") + (description + "This is a collection of tools for assessment of feature importance and +feature effects. Key functions are: + +@itemize +@item @code{feature_importance()} for assessment of global level feature + importance, +@item @code{ceteris_paribus()} for calculation of the what-if plots, +@item @code{partial_dependence()} for partial dependence plots, +@item @code{conditional_dependence()} for conditional dependence plots, +@item @code{accumulated_dependence()} for accumulated local effects plots, +@item @code{aggregate_profiles()} and @code{cluster_profiles()} for + aggregation of ceteris paribus profiles, +@item generic @code{print()} and @code{plot()} for better usability of + selected explainers, +@item generic @code{plotD3()} for interactive, D3 based explanations, and +@item generic @code{describe()} for explanations in natural language. +@end itemize\n") + (license license:gpl3))) + (define-public r-dalex (package (name "r-dalex") |