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authorPeter Lo <peterloleungyau@gmail.com>2020-06-28 01:48:58 +0800
committerRicardo Wurmus <rekado@elephly.net>2020-06-27 23:17:38 +0200
commitbc3693743127accce674faa70f8b7326f6439eea (patch)
tree985743ddceb342a1f581b822587e85aec4825660 /gnu
parentecbf47d97df36f475ba81264a557d92d250d9fee (diff)
downloadguix-bc3693743127accce674faa70f8b7326f6439eea.tar
guix-bc3693743127accce674faa70f8b7326f6439eea.tar.gz
gnu: Add r-shapforxgboost.
* gnu/packages/cran.scm (r-shapforxgboost): New variable. Signed-off-by: Ricardo Wurmus <rekado@elephly.net>
Diffstat (limited to 'gnu')
-rw-r--r--gnu/packages/cran.scm33
1 files changed, 33 insertions, 0 deletions
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index ab5e57c0e2..c057ae36cd 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -22325,3 +22325,36 @@ across a wide array of bioinformatic R packages.")
and clustering large sequence datasets using fast alignment-free k-mer
counting and recursive k-means partitioning.")
(license license:gpl3)))
+
+(define-public r-shapforxgboost
+ (package
+ (name "r-shapforxgboost")
+ (version "0.0.4")
+ (source
+ (origin
+ (method url-fetch)
+ (uri (cran-uri "SHAPforxgboost" version))
+ (sha256
+ (base32
+ "0k6bg27wqnkzv82bcahbapmqhiz6rvnx81m23zbjw58c7lwshgnq"))))
+ (properties
+ `((upstream-name . "SHAPforxgboost")))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-bbmisc" ,r-bbmisc)
+ ("r-data-table" ,r-data-table)
+ ("r-ggextra" ,r-ggextra)
+ ("r-ggforce" ,r-ggforce)
+ ("r-ggplot2" ,r-ggplot2)
+ ("r-ggpubr" ,r-ggpubr)
+ ("r-rcolorbrewer" ,r-rcolorbrewer)
+ ("r-xgboost" ,r-xgboost)))
+ (home-page "https://github.com/liuyanguu/SHAPforxgboost")
+ (synopsis "SHAP Plots for XGBoost")
+ (description
+ "The aim of @code{SHAPforxgboost} is to aid in visual data investigations
+using @dfn{SHAP} (Shapley additive explanation) visualization plots for
+@code{XGBoost}. It provides summary plot, dependence plot, interaction plot,
+and force plot. It relies on the @code{XGBoost} package to produce SHAP
+values.")
+ (license license:expat)))