Learn R Programming
⚠️There's a newer version (1.0.0) of this package.Take me there.

mlr3hyperband (version 0.4.0)

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) .

Copy Link

Version

Install

install.packages('mlr3hyperband')

Monthly Downloads

1,957

Version

0.4.0

License

LGPL-3

Issues

5

Pull Requests

0

Stars

18

Forks

5

Maintainer

Marc Becker

Last Published

February 10th, 2022

Functions in mlr3hyperband (0.4.0)

mlr_tuners_successive_halving

Hyperparameter Tuning with Successive Halving
mlr3hyperband-package

mlr3hyperband: Hyperband for 'mlr3'
mlr_optimizers_successive_halving

Hyperparameter Optimization with Successive Halving
hyperband_n_configs

Hyperband Configs
hyperband_schedule

Hyperband Schedule
mlr_tuners_hyperband

Tuner Using the Hyperband Algorithm
hyperband_budget

Hyperband Budget
mlr_optimizers_hyperband

Optimizer Using the Hyperband Algorithm