mlr3tuning: Tuning for 'mlr3'

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'.

See also

Useful links:

• https://mlr3tuning.mlr-org.com

• https://github.com/mlr-org/mlr3tuning

• Report bugs at https://github.com/mlr-org/mlr3tuning/issues

Author

Maintainer: Marc Becker marcbecker@posteo.de (ORCID)

Authors:

• Michel Lang michellang@gmail.com (ORCID)

• Jakob Richter jakob1richter@gmail.com (ORCID)

• Bernd Bischl bernd_bischl@gmx.net (ORCID)

• Daniel Schalk daniel.schalk@stat.uni-muenchen.de (ORCID)