Implements methods for hyperparameter tuning with 'mlr3',
e.g. grid search, random search, generalized simulated annealing and
iterated racing. Various termination criteria can be set and
combined. The class 'AutoTuner' provides a convenient way to perform
nested resampling in combination with 'mlr3'.
| Version: |
0.14.0 |
| Depends: |
mlr3 (≥ 0.14.0), paradox (≥ 0.7.0), R (≥ 3.1.0) |
| Imports: |
bbotk (≥ 0.5.2), checkmate (≥ 2.0.0), data.table, lgr, mlr3misc (≥ 0.10.0), R6 |
| Suggests: |
adagio, GenSA, irace, mlr3pipelines, nloptr, rpart, testthat (≥ 3.0.0) |
| Published: |
2022-08-25 |
| 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 |