mlr3tuningspaces: Search Spaces for Hyperparameter Tuning

Collection of search spaces for hyperparameter tuning. Includes various search spaces that can be directly applied on an 'mlr3' learner. Additionally, meta information about the search space can be queried.

Version: 0.3.0
Depends: mlr3tuning (≥ 0.12.1), R (≥ 3.1.0)
Imports: checkmate (≥ 2.0.0), data.table (≥ 1.14.0), mlr3 (≥ 0.11.0), mlr3misc (≥ 0.9.1), paradox (≥ 0.7.1), R6 (≥ 2.5.0)
Suggests: e1071 (≥ 1.7-6), 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: 2022-06-28
Author: Marc Becker ORCID iD [cre, aut], Michel Lang ORCID iD [ctb]
Maintainer: Marc Becker <marcbecker at posteo.de>
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

Documentation:

Reference manual: mlr3tuningspaces.pdf

Downloads:

Package source: mlr3tuningspaces_0.3.0.tar.gz
Windows binaries: r-devel: mlr3tuningspaces_0.3.0.zip, r-release: mlr3tuningspaces_0.3.0.zip, r-oldrel: mlr3tuningspaces_0.3.0.zip
macOS binaries: r-release (arm64): mlr3tuningspaces_0.3.0.tgz, r-oldrel (arm64): mlr3tuningspaces_0.3.0.tgz, r-release (x86_64): mlr3tuningspaces_0.3.0.tgz, r-oldrel (x86_64): mlr3tuningspaces_0.3.0.tgz
Old sources: mlr3tuningspaces archive

Reverse dependencies:

Reverse imports: mlr3verse

Linking:

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