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: |
0.6.0 |
| Depends: |
R (≥ 3.1.0) |
| Imports: |
bbotk (≥ 0.3.0), checkmate (≥ 2.0.0), data.table, lgr, mlr3 (≥ 0.7.0), mlr3misc (≥ 0.7.0), paradox (≥ 0.7.0), R6 |
| Suggests: |
adagio, GenSA, mlr3pipelines, nloptr, rpart, testthat (≥
3.0.0) |
| Published: |
2021-01-24 |
| 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 |