mlr3tuningspaces: Search Spaces for 'mlr3'
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: | 0.6.0 |
| Depends: | mlr3tuning (≥ 0.15.0), R (≥ 3.1.0) |
| Imports: | cli, 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), mlr3learners (≥ 0.4.5), mlr3pipelines, ranger (≥ 0.12.1), rpart (≥ 4.1-15), testthat (≥ 3.0.0), xgboost (≥ 1.4.1.1) |
| Published: | 2025-05-16 |
| DOI: | 10.32614/CRAN.package.mlr3tuningspaces |
| Author: | Marc Becker  [cre,
aut],
Michel Lang [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.html , mlr3tuningspaces.pdf |
Downloads:
| Package source: | mlr3tuningspaces_0.6.0.tar.gz |
| Windows binaries: | r-devel: mlr3tuningspaces_0.6.0.zip, r-release: mlr3tuningspaces_0.6.0.zip, r-oldrel: mlr3tuningspaces_0.6.0.zip |
| macOS binaries: | r-release (arm64): mlr3tuningspaces_0.6.0.tgz, r-oldrel (arm64): mlr3tuningspaces_0.6.0.tgz, r-release (x86_64): mlr3tuningspaces_0.6.0.tgz, r-oldrel (x86_64): mlr3tuningspaces_0.6.0.tgz |
| Old sources: | mlr3tuningspaces archive |
Reverse dependencies:
| Reverse imports: | mlr3verse |
Linking:
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