CRAN/E | mlr3hyperband

mlr3hyperband

Hyperband for 'mlr3'

Installation

About

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.

mlr3hyperband.mlr-org.com
github.com/mlr-org/mlr3hyperband
Bug report File report

Key Metrics

Version 0.5.0
R ≥ 3.1.0
Published 2024-03-05 54 days ago
Needs compilation? no
License LGPL-3
CRAN checks mlr3hyperband results

Downloads

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Last 7 days 830 +9%
Last 30 days 3.291 +3%
Last 90 days 7.869 -4%
Last 365 days 24.071 +31%

Maintainer

Maintainer

Marc Becker

marcbecker@posteo.de

Authors

Marc Becker

aut / cre

Sebastian Gruber

aut

Jakob Richter

aut

Julia Moosbauer

aut

Bernd Bischl

aut

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mlr3hyperband archive

Depends

mlr3tuning ≥ 0.13.0
R ≥ 3.1.0

Imports

bbotk ≥ 0.7.0
checkmate ≥ 1.9.4
data.table
lgr
mlr3 ≥ 0.13.1
mlr3misc ≥ 0.10.0
paradox ≥ 0.9.0
R6

Suggests

emoa
mlr3learners ≥ 0.5.2
mlr3pipelines
rpart
testthat ≥ 3.0.0
xgboost

Reverse Imports

mlr3verse