From: "Wiktor Żelazny" <wz@freeshell.de>
To: 45565@debbugs.gnu.org
Subject: [bug#45565] [PATCH 1/2] gnu: Add r-mlr3pipelines.
Date: Thu, 31 Dec 2020 13:53:40 +0100 [thread overview]
Message-ID: <20201231125341.1287-1-wz@freeshell.de> (raw)
In-Reply-To: <20201231124608.1090-1-wz@freeshell.de>
* gnu/packages/cran.scm (r-mlr3pipelines): New variable.
---
gnu/packages/cran.scm | 31 +++++++++++++++++++++++++++++++
1 file changed, 31 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 40f8e82c34..0837ddaf87 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -25575,3 +25575,34 @@ tuning, e.g. Grid Search, Random Search, or Simulated Annealing. Various
termination criteria can be set and combined. The class @code{AutoTuner} provides a
convenient way to perform nested resampling in combination with @code{mlr3}.")
(license license:lgpl3)))
+
+(define-public r-mlr3pipelines
+ (package
+ (name "r-mlr3pipelines")
+ (version "0.3.2")
+ (source (origin
+ (method url-fetch)
+ (uri (cran-uri "mlr3pipelines" version))
+ (sha256
+ (base32
+ "1x738b312mcvb0dif88sv4nlh3y6i47q0wagc5ggyh1hnqjiz71y"))))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-backports" ,r-backports)
+ ("r-checkmate" ,r-checkmate)
+ ("r-data-table" ,r-data-table)
+ ("r-digest" ,r-digest)
+ ("r-lgr" ,r-lgr)
+ ("r-mlr3" ,r-mlr3)
+ ("r-mlr3misc" ,r-mlr3misc)
+ ("r-paradox" ,r-paradox)
+ ("r-r6" ,r-r6)
+ ("r-withr" ,r-withr)))
+ (home-page "https://mlr3pipelines.mlr-org.com/")
+ (synopsis "Preprocessing Operators and Pipelines for @code{mlr3}")
+ (description "@code{mlr3pipelines} enriches @code{mlr3} with a diverse
+set of pipelining operators (PipeOps) that can be composed into graphs.
+Operations exist for data preprocessing, model fitting, and ensemble learning.
+Graphs can themselves be treated as @code{mlr3} Learners and can therefore be
+resampled, benchmarked, and tuned.")
+ (license license:lgpl3)))
--
2.29.2
next prev parent reply other threads:[~2020-12-31 13:16 UTC|newest]
Thread overview: 4+ messages / expand[flat|nested] mbox.gz Atom feed top
2020-12-31 12:46 [bug#45565] [PATCH 0/2] Add more r-mlr3 add-ons Wiktor Żelazny
2020-12-31 12:53 ` Wiktor Żelazny [this message]
2020-12-31 12:53 ` [bug#45565] [PATCH 2/2] gnu: Add r-mlr3ordinal Wiktor Żelazny
2021-12-31 19:20 ` bug#45565: [PATCH 0/2] Add more r-mlr3 add-ons Ricardo Wurmus
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