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mlr3hyperband (version 0.2.0)

Hyperband for 'mlr3'

Description

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) .

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install.packages('mlr3hyperband')

Monthly Downloads

3,149

Version

0.2.0

License

LGPL-3

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Last Published

September 13th, 2021

Functions in mlr3hyperband (0.2.0)