Tuning for 'mlr3'

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'.


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Reference manual

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install.packages("mlr3tuning")

0.4.0 by Marc Becker, 22 days ago


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


Report a bug at https://github.com/mlr-org/mlr3tuning/issues


Browse source code at https://github.com/cran/mlr3tuning


Authors: Marc Becker [cre, aut] , Michel Lang [aut] , Jakob Richter [aut] , Bernd Bischl [aut] , Daniel Schalk [aut]


Documentation:   PDF Manual  


LGPL-3 license


Imports bbotk, checkmate, data.table, lgr, mlr3, mlr3misc, paradox, R6

Suggests GenSA, mlr3pipelines, nloptr, rpart, testthat


Imported by mlr3hyperband.

Depended on by mlr3verse.


See at CRAN