GNU bug report logs - #70827
[PATCH] gnu: Add r-mlr3cluster r-mlr3data r-mlr3filters r-mlr3fselect r-mlr3hyperband r-mlr3mbo, r-mlr3tuningspaces r-mlr3viz and r-mlr3verse.

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From: Mădălin Ionel Patrașcu
 <madalinionel.patrascu <at> mdc-berlin.de>
To: <70827 <at> debbugs.gnu.org>
Cc: Ricardo Wurmus <rekado <at> elephly.net>
Subject: [bug#70827] [PATCH 5/9] gnu: Add r-mlr3hyperband.
Date: Wed, 8 May 2024 03:02:48 +0200

* gnu/packages/cran.scm (r-mlr3hyperband): New variable.

Change-Id: I3e7a829da1f7687ef0bb201f6333bdd519cfa025
---
 gnu/packages/cran.scm | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)

diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 459ad63c23..399225445b 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -37856,6 +37856,37 @@ (define-public r-mlr3fselect
 the performance of optimized feature sets with nested resampling.")
     (license license:lgpl3)))
 
+(define-public r-mlr3hyperband
+  (package
+    (name "r-mlr3hyperband")
+    (version "0.5.0")
+    (source
+     (origin
+       (method url-fetch)
+       (uri (cran-uri "mlr3hyperband" version))
+       (sha256
+        (base32 "1x6vfhadxlb4c9q61d5qv957mkyfwdwchzbg3flfd0j28b4bck1p"))))
+    (properties `((upstream-name . "mlr3hyperband")))
+    (build-system r-build-system)
+    (propagated-inputs (list r-bbotk
+                             r-checkmate
+                             r-data-table
+                             r-lgr
+                             r-mlr3
+                             r-mlr3misc
+                             r-mlr3tuning
+                             r-paradox
+                             r-r6))
+    (home-page "https://mlr3hyperband.mlr-org.com")
+    (synopsis "Hyperband for mlr3")
+    (description
+     "This package implements a successive halving and hyperband optimization
+algorithm for the mlr3 ecosystem.  The implementation in mlr3hyperband features
+improved scheduling and parallelizes the evaluation of configurations.  The package
+includes tuners for hyperparameter optimization in mlr3tuning and optimizers for
+black-box optimization in bbotk.")
+    (license license:lgpl3)))
+
 (define-public r-mlr3measures
   (package
     (name "r-mlr3measures")
-- 
2.41.0

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