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05/13: gnu: Add r-mlr.
From: |
guix-commits |
Subject: |
05/13: gnu: Add r-mlr. |
Date: |
Mon, 3 Jul 2023 04:01:08 -0400 (EDT) |
rekado pushed a commit to branch master
in repository guix.
commit 3f055028ac202763534bb203ebf3edd6a8eeedfb
Author: Navid Afkhami <navid.afkhami@mdc-berlin.de>
AuthorDate: Fri Jun 23 13:48:48 2023 +0000
gnu: Add r-mlr.
* gnu/packages/cran.scm (r-mlr): New variable.
---
gnu/packages/cran.scm | 56 +++++++++++++++++++++++++++++++++++++++++++++++++++
1 file changed, 56 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 22f2519a56..a4c5a9f01e 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -35250,6 +35250,62 @@ well as email and push notifications.")
\"Discovering Motifs in Ranked Lists of DNA Sequences\" by Eran Eden.")
(license license:gpl2)))
+(define-public r-mlr
+ (package
+ (name "r-mlr")
+ (version "2.19.1")
+ (source (origin
+ (method url-fetch)
+ (uri (cran-uri "mlr" version))
+ (sha256
+ (base32
+ "00jjhvaqifj6glqsyzixlp56bvlch5smck8kk3klcmwx9pasyllx"))))
+ (properties `((upstream-name . "mlr")))
+ (build-system r-build-system)
+ (inputs (list gdal
+ geos
+ glu
+ gmp
+ gsl
+ jags
+ mpfr
+ openmpi
+ proj
+ udunits))
+ (propagated-inputs (list r-backports
+ r-bbmisc
+ r-checkmate
+ r-data-table
+ r-ggplot2
+ r-parallelmap
+ r-paramhelpers
+ r-stringi
+ r-survival
+ r-xml))
+ (native-inputs (list r-knitr))
+ (home-page "https://mlr.mlr-org.com")
+ (synopsis "Machine learning in R")
+ (description
+ "This package provides an interface to a large number of classification
+and regression techniques. These techniques include machine-readable
+parameter descriptions. There is also an experimental extension for survival
+analysis, clustering and general, example-specific cost-sensitive learning.
+Also included:
+
+@itemize
+
+@item Generic resampling, including cross-validation, bootstrapping and
+ subsampling;
+@item Hyperparameter tuning with modern optimization techniques, for single-
+ and multi-objective problems;
+@item Filter and wrapper methods for feature selection;
+@item Extension of basic learners with additional operations common in machine
+ learning, also allowing for easy nested resampling.
+@end itemize
+
+Most operations can be parallelized.")
+ (license license:bsd-2)))
+
(define-public r-mlr3measures
(package
(name "r-mlr3measures")
- branch master updated (08649cfcd4 -> 29ccd7cac9), guix-commits, 2023/07/03
- 03/13: gnu: Add r-smoof., guix-commits, 2023/07/03
- 04/13: gnu: Add r-parallelmap., guix-commits, 2023/07/03
- 05/13: gnu: Add r-mlr.,
guix-commits <=
- 01/13: gnu: r-v8: Update to 4.3.1., guix-commits, 2023/07/03
- 09/13: gnu: Add r-ggfittext., guix-commits, 2023/07/03
- 08/13: gnu: Add r-tidyft., guix-commits, 2023/07/03
- 07/13: gnu: Add r-emoa., guix-commits, 2023/07/03
- 12/13: gnu: Add r-dicekriging., guix-commits, 2023/07/03
- 02/13: gnu: Add r-paramhelpers., guix-commits, 2023/07/03
- 06/13: gnu: Add r-mlrmbo., guix-commits, 2023/07/03
- 10/13: gnu: Add r-dunn-test., guix-commits, 2023/07/03
- 11/13: gnu: Add r-cellid., guix-commits, 2023/07/03
- 13/13: gnu: Add r-fsa., guix-commits, 2023/07/03