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'.

Package details

AuthorMarc Becker [cre, aut] (<https://orcid.org/0000-0002-8115-0400>), Michel Lang [aut] (<https://orcid.org/0000-0001-9754-0393>), Jakob Richter [aut] (<https://orcid.org/0000-0003-4481-5554>), Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>), Daniel Schalk [aut] (<https://orcid.org/0000-0003-0950-1947>)
MaintainerMarc Becker <marcbecker@posteo.de>
LicenseLGPL-3
Version0.9.0
URL https://mlr3tuning.mlr-org.com https://github.com/mlr-org/mlr3tuning
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mlr3tuning")

Try the mlr3tuning package in your browser

Any scripts or data that you put into this service are public.

mlr3tuning documentation built on Sept. 14, 2021, 9:08 a.m.