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] (<>), Sebastian Gruber [aut] (<>), Jakob Richter [aut] (<>), Julia Moosbauer [aut] (<>), Bernd Bischl [aut] (<>)
MaintainerMarc Becker <>
Package repositoryView on CRAN
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mlr3hyperband documentation built on May 4, 2022, 5:06 p.m.