mlr3tuningspaces: Search Spaces for 'mlr3' (original) (raw)

Collection of search spaces for hyperparameter optimization in the 'mlr3' ecosystem. It features ready-to-use search spaces for many popular machine learning algorithms. The search spaces are from scientific articles and work for a wide range of data sets.

Version: 0.5.1
Depends: mlr3tuning (≥ 0.15.0), R (≥ 3.1.0)
Imports: checkmate (≥ 2.0.0), data.table (≥ 1.14.0), mlr3 (≥ 0.11.0), mlr3misc (≥ 0.11.0), paradox (≥ 0.7.1), R6 (≥ 2.5.0)
Suggests: e1071 (≥ 1.7-6), bbotk, glmnet (≥ 4.1-2), kknn (≥ 1.3.1), mlr3learners (≥ 0.4.5), ranger (≥ 0.12.1), rpart (≥ 4.1-15), testthat (≥ 3.0.0), xgboost (≥ 1.4.1.1)
Published: 2024-06-21
DOI: 10.32614/CRAN.package.mlr3tuningspaces
Author: Marc Becker ORCID iD [cre, aut], Michel Lang ORCID iD [ctb]
Maintainer: Marc Becker
BugReports: https://github.com/mlr-org/mlr3tuningspaces/issues
License: LGPL-3
URL: https://mlr3tuningspaces.mlr-org.com,https://github.com/mlr-org/mlr3tuningspaces
NeedsCompilation: no
Materials: README NEWS
CRAN checks: mlr3tuningspaces results

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