[cre,
aut],
Michel Lang [aut],
Jakob Richter
[aut],
Bernd Bischl
[aut],
Daniel Schalk
[aut]Implements methods for hyperparameter tuning with 'mlr3', e.g. Grid Search, Random Search, or Simulated Annealing. Various termination criteria can be set and combined. The class 'AutoTuner' provides a convenient way to perform nested resampling in combination with 'mlr3'.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.1.0) |
| Imports: | bbotk (≥ 0.2.0), checkmate (≥ 2.0.0), data.table, lgr, mlr3, mlr3misc, paradox (≥ 0.3.0), R6 |
| Suggests: | bibtex, GenSA, mlr3pipelines, nloptr, rpart, testthat |
| Published: | 2020-07-28 |
| Author: | Marc Becker [cre,
aut],
Michel Lang [aut],
Jakob Richter
[aut],
Bernd Bischl
[aut],
Daniel Schalk
[aut] |
| Maintainer: | Marc Becker <marcbecker at posteo.de> |
| BugReports: | https://github.com/mlr-org/mlr3tuning/issues |
| License: | LGPL-3 |
| URL: | https://mlr3tuning.mlr-org.com, https://github.com/mlr-org/mlr3tuning |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | mlr3tuning results |
| Reference manual: | mlr3tuning.pdf |
| Package source: | mlr3tuning_0.2.0.tar.gz |
| Windows binaries: | r-devel: mlr3tuning_0.2.0.zip, r-release: mlr3tuning_0.2.0.zip, r-oldrel: mlr3tuning_0.2.0.zip |
| macOS binaries: | r-release: mlr3tuning_0.2.0.tgz, r-oldrel: mlr3tuning_0.2.0.tgz |
| Old sources: | mlr3tuning archive |
| Reverse depends: | mlr3verse |
| Reverse suggests: | mlr3proba |
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