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branch master updated: gnu: Add r-fastshap.
From: |
guix-commits |
Subject: |
branch master updated: gnu: Add r-fastshap. |
Date: |
Tue, 04 Aug 2020 10:48:28 -0400 |
This is an automated email from the git hooks/post-receive script.
rekado pushed a commit to branch master
in repository guix.
The following commit(s) were added to refs/heads/master by this push:
new 285bd00 gnu: Add r-fastshap.
285bd00 is described below
commit 285bd00cd4f94f933fd761d95c1b428f9a352356
Author: Peter Lo <peterloleungyau@gmail.com>
AuthorDate: Sun Jun 28 15:16:19 2020 +0800
gnu: Add r-fastshap.
* gnu/packages/cran.scm (r-fastshap): New variable.
Signed-off-by: Ricardo Wurmus <rekado@elephly.net>
---
gnu/packages/cran.scm | 32 ++++++++++++++++++++++++++++++++
1 file changed, 32 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index a64e255..1d49e49 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -22631,3 +22631,35 @@ quantile regression, implemented using
Barzilai-Borwein gradient descent with
a Huber regression warm start. Confidence intervals for regression
coefficients are constructed using multiplier bootstrap.")
(license license:gpl3)))
+
+(define-public r-fastshap
+ (package
+ (name "r-fastshap")
+ (version "0.0.5")
+ (source
+ (origin
+ (method url-fetch)
+ (uri (cran-uri "fastshap" version))
+ (sha256
+ (base32
+ "08f25ib5mry6h8lvj0g3clc9kfl5g2wdd8x8bw455wwmbcm6x5vg"))))
+ (properties `((upstream-name . "fastshap")))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-abind" ,r-abind)
+ ("r-ggplot2" ,r-ggplot2)
+ ("r-gridextra" ,r-gridextra)
+ ("r-matrixstats" ,r-matrixstats)
+ ("r-plyr" ,r-plyr)
+ ("r-rcpp" ,r-rcpp)
+ ("r-rcpparmadillo" ,r-rcpparmadillo)
+ ("r-tibble" ,r-tibble)))
+ (home-page "https://github.com/bgreenwell/fastshap")
+ (synopsis "Fast approximate Shapley values")
+ (description
+ "This package 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 @url{Strumbel and Kononenko (2014),
+doi.org/10.1007/s10115-013-0679-x} for details.")
+ (license license:gpl2+)))
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