mlr3hyperband: Hyperband for 'mlr3'

Implements hyperband method for hyperparameter tuning. Various termination criteria can be set and combined. The class 'AutoTuner' provides a convenient way to perform nested resampling in combination with 'mlr3'. The hyperband algorithm was proposed by Lisha Li, Kevin Jamieson, Giulia DeSalvo, Afshin Rostamizadeh and Ameet Talwalkar (2018) <arXiv:1603.06560>.

Package details

AuthorMarc Becker [aut, cre] (<https://orcid.org/0000-0002-8115-0400>), Sebastian Gruber [aut] (<https://orcid.org/0000-0002-8544-3470>), Jakob Richter [aut] (<https://orcid.org/0000-0003-4481-5554>), Julia Moosbauer [aut] (<https://orcid.org/0000-0002-0000-9297>), Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>)
MaintainerMarc Becker <marcbecker@posteo.de>
LicenseLGPL-3
Version0.1.2
URL https://mlr3hyperband.mlr-org.com https://github.com/mlr-org/mlr3hyperband
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mlr3hyperband")

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mlr3hyperband documentation built on Jan. 29, 2021, 5:09 p.m.