From 113a6271e59b7a0ffc97c697025a9f6fd7eb5ab6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?M=C4=83d=C4=83lin=20Ionel=20Patra=C8=99cu?= Date: Wed, 8 May 2024 03:02:48 +0200 Subject: [PATCH] gnu: Add r-mlr3hyperband. * 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 8d365ecbb866798a71ae25f66e997dc060b2bb48..03373d4cd238a6f9dd4c6091fbbc4d81c5f2df1f 100644 --- a/gnu/packages/cran.scm +++ b/gnu/packages/cran.scm @@ -38016,6 +38016,37 @@ and genetic search. Moreover, it can automatically optimize learners and estima 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")