[aut,
cre],
Sebastian Gruber
[aut],
Jakob Richter
[aut],
Julia Moosbauer
[aut],
Bernd Bischl
[aut]Implements hyperband method for hyperparameter tuning. Various termination criteria can be set and combined. The class 'AutoTuner' provides a convenient way to perform nested resampling in combination with 'mlr3'. The hyperband algorithm was proposed by Lisha Li, Kevin Jamieson, Giulia DeSalvo, Afshin Rostamizadeh and Ameet Talwalkar (2018) <arXiv:1603.06560>.
| Version: | 0.1.2 |
| Depends: | mlr3tuning (≥ 0.6.0), R (≥ 3.1.0) |
| Imports: | bbotk (≥ 0.3.0), checkmate (≥ 1.9.4), data.table, lgr, mlr3 (≥ 0.7.0), mlr3misc (≥ 0.7.0), paradox (≥ 0.7.0), R6 |
| Suggests: | emoa, mlr3learners, mlr3pipelines, rpart, testthat (≥ 3.0.0), xgboost |
| Published: | 2021-01-29 |
| Author: | Marc Becker [aut,
cre],
Sebastian Gruber
[aut],
Jakob Richter
[aut],
Julia Moosbauer
[aut],
Bernd Bischl
[aut] |
| Maintainer: | Marc Becker <marcbecker at posteo.de> |
| BugReports: | https://github.com/mlr-org/mlr3hyperband/issues |
| License: | LGPL-3 |
| URL: | https://mlr3hyperband.mlr-org.com, https://github.com/mlr-org/mlr3hyperband |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | mlr3hyperband results |
| Reference manual: | mlr3hyperband.pdf |
| Package source: | mlr3hyperband_0.1.2.tar.gz |
| Windows binaries: | r-devel: mlr3hyperband_0.1.2.zip, r-release: mlr3hyperband_0.1.2.zip, r-oldrel: mlr3hyperband_0.1.2.zip |
| macOS binaries: | r-release: mlr3hyperband_0.1.2.tgz, r-oldrel: mlr3hyperband_0.1.2.tgz |
| Old sources: | mlr3hyperband archive |
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