(address . guix-patches@gnu.org)(name . Afkhami, Navid)(address . Navid.Afkhami@mdc-berlin.de)
07ef8e3fb31efeb136423bf2c200cd80b4065740.1721386301.git.Navid.Afkhami@mdc-berlin.de
* gnu/packages/cran.scm (r-shapviz): New variable.
Change-Id: I9795dceda2534663b640a0fa936b10a4a2ff8fae
---
gnu/packages/cran.scm | 36 ++++++++++++++++++++++++++++++++++++
1 file changed, 36 insertions(+)
Toggle diff (52 lines)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index c9b60b567b..be22b1d28d 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -31572,6 +31572,42 @@ (define-public r-shapes
Edition), John Wiley and Sons.")
(license license:gpl2)))
+(define-public r-shapviz
+ (package
+ (name "r-shapviz")
+ (version "0.9.3")
+ (source
+ (origin
+ (method url-fetch)
+ (uri (cran-uri "shapviz" version))
+ (sha256
+ (base32 "01zq6kr5na40xgypif6sv2pjynhva9v0npx779k7fxck1db68z80"))))
+ (properties `((upstream-name . "shapviz")))
+ (build-system r-build-system)
+ (propagated-inputs (list r-ggfittext
+ r-gggenes
+ r-ggplot2
+ r-ggrepel
+ r-patchwork
+ r-rlang
+ r-xgboost))
+ (native-inputs (list r-knitr))
+ (home-page "https://github.com/ModelOriented/shapviz")
+ (synopsis "SHAP visualizations")
+ (description
+ "Visualizations for SHAP (SHapley Additive @code{exPlanations}).
+For example waterfall plots, force plots, various types of importance
+plots, dependence plots, and interaction plots. These plots act on a
+shapviz object created from a matrix of SHAP values and a corresponding
+feature dataset. Wrappers for the R packages xgboost', lightgbm',
+fastshap', shapr', h2o', treeshap', DALEX', and kernelshap are added
+for convenience. By separating visualization and computation, it is
+possible to display factor variables in graphs, even if the SHAP values
+are calculated by a model that requires numerical features. The plots
+are inspired by those provided by the shap package in Python, but there
+is no dependency on it.")
+ (license license:gpl2+)))
+
(define-public r-animation
(package
(name "r-animation")
base-commit: 1aa8dfaeec3c6e4e587aadf7440246f7c5c04b9f
prerequisite-patch-id: efd6ac970e611b1f1f697b659f58828511503eb6
--
2.34.1