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09/41: gnu: Add r-ingredients.
From: |
guix-commits |
Subject: |
09/41: gnu: Add r-ingredients. |
Date: |
Tue, 28 Apr 2020 02:46:31 -0400 (EDT) |
rekado pushed a commit to branch master
in repository guix.
commit befa394f454901c51a735acf495d701464823a38
Author: Ricardo Wurmus <address@hidden>
AuthorDate: Mon Apr 27 16:22:21 2020 +0200
gnu: Add r-ingredients.
* gnu/packages/cran.scm (r-ingredients): New variable.
---
gnu/packages/cran.scm | 40 ++++++++++++++++++++++++++++++++++++++++
1 file changed, 40 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 74e5fa2..b8549ec 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")
- branch master updated (8990932 -> b3cf5f8), guix-commits, 2020/04/28
- 03/41: gnu: r-tibble: Update to 3.0.1., guix-commits, 2020/04/28
- 01/41: gnu: r-with-tests, r-minimal: Update to 4.0.0., guix-commits, 2020/04/28
- 06/41: gnu: r-withr: Update to 2.2.0., guix-commits, 2020/04/28
- 07/41: gnu: r-plotrix: Update to 3.7-8., guix-commits, 2020/04/28
- 04/41: gnu: r-dbplyr: Update to 1.4.3., guix-commits, 2020/04/28
- 08/41: gnu: r-purrr: Update to 0.3.4., guix-commits, 2020/04/28
- 05/41: gnu: r-xml2: Update to 1.3.2., guix-commits, 2020/04/28
- 09/41: gnu: Add r-ingredients.,
guix-commits <=
- 02/41: gnu: r-foreign: Update to 0.8-78., guix-commits, 2020/04/28
- 11/41: gnu: r-shinyfiles: Update to 0.8.0., guix-commits, 2020/04/28
- 12/41: gnu: r-powerlaw: Update to 0.70.6., guix-commits, 2020/04/28
- 10/41: gnu: Add r-ibreakdown., guix-commits, 2020/04/28
- 15/41: gnu: r-broom: Update to 0.5.6., guix-commits, 2020/04/28
- 25/41: gnu: r-future: Update to 1.17.0., guix-commits, 2020/04/28
- 26/41: gnu: r-etm: Update to 1.1., guix-commits, 2020/04/28
- 29/41: gnu: r-optparse: Update to 1.6.6., guix-commits, 2020/04/28
- 17/41: gnu: r-tinytex: Update to 0.22., guix-commits, 2020/04/28
- 19/41: gnu: r-raster: Update to 3.1-5., guix-commits, 2020/04/28