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mlr3hyperband
View on CRAN: Click
here
Download and install mlr3hyperband package within the R console
Install from CRAN:
install.packages("mlr3hyperband")
Install from Github:
library("remotes")
install_github("cran/mlr3hyperband") Install by package version:
library("remotes")
install_version("mlr3hyperband", "1.0.0") Attach the package and use:
library("mlr3hyperband")
Maintained by
Marc Becker
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-10-26
Latest Update: 2025-07-10
Description:
Successive Halving (Jamieson and Talwalkar (2016)
) and Hyperband (Li et al. 2018 )
optimization algorithm for the mlr3 ecosystem. The implementation in
mlr3hyperband features improved scheduling and parallelizes the evaluation
of configurations. The package includes tuners for hyperparameter
optimization in mlr3tuning and optimizers for black-box optimization in
bbotk.
How to cite:
Marc Becker (2020). mlr3hyperband: Hyperband for 'mlr3'. R package version 1.0.0, https://cran.r-project.org/web/packages/mlr3hyperband. Accessed 01 Sep. 2026.
Previous versions and publish date:
(2026-07-25 13:50), 0.1.0 (2020-10-26 11:40), 0.1.1 (2020-12-07 13:50), 0.1.2 (2021-01-29 10:20), 0.2.0 (2021-09-13 15:30), 0.3.0 (2022-01-23 16:42), 0.4.0 (2022-02-10 19:40), 0.4.1 (2022-05-04 18:50), 0.4.2 (2022-08-25 13:20), 0.4.3 (2022-11-07 11:00), 0.4.4 (2022-11-27 13:00), 0.4.5 (2023-03-02 14:00), 0.5.0 (2024-03-05 06:30), 0.6.0 (2024-06-29 17:00), 1.0.0 (2025-07-10 11:00), 1.1.0 (2026-03-17 09:30)
Other packages that cited mlr3hyperband R package
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Other R packages that mlr3hyperband depends,
imports, suggests or enhances
Complete documentation for mlr3hyperband
Functions, R codes and Examples using
the mlr3hyperband R package
Some associated functions: hyperband_budget . hyperband_n_configs . hyperband_schedule . mlr3hyperband-package . mlr_optimizers_hyperband . mlr_optimizers_successive_halving . mlr_tuners_hyperband . mlr_tuners_successive_halving .
Some associated R codes: OptimizerHyperband.R . OptimizerSuccessiveHalving.R . TunerHyperband.R . TunerSuccessiveHalving.R . aaa.R . bibentries.R . helper.R . zzz.R . Full mlr3hyperband package functions and examples
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