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message: 'To cite package "mlr3hyperband" in publications use:'
type: software
license: LGPL-3.0-only
title: 'mlr3hyperband: Hyperband for ''mlr3'''
version: 0.6.0
doi: 10.32614/CRAN.package.mlr3hyperband
abstract: Successive Halving (Jamieson and Talwalkar (2016) <https://doi.org/10.48550/arXiv.1502.07943>)
  and Hyperband (Li et al. 2018 <https://doi.org/10.48550/arXiv.1603.06560>) 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.
authors:
- family-names: Becker
  given-names: Marc
  email: marcbecker@posteo.de
  orcid: https://orcid.org/0000-0002-8115-0400
- family-names: Gruber
  given-names: Sebastian
  email: gruber_sebastian@t-online.de
  orcid: https://orcid.org/0000-0002-8544-3470
- family-names: Richter
  given-names: Jakob
  email: jakob1richter@gmail.com
  orcid: https://orcid.org/0000-0003-4481-5554
- family-names: Moosbauer
  given-names: Julia
  email: ju.moosbauer@googlemail.com
  orcid: https://orcid.org/0000-0002-0000-9297
- family-names: Bischl
  given-names: Bernd
  email: bernd_bischl@gmx.net
  orcid: https://orcid.org/0000-0001-6002-6980
repository: https://CRAN.R-project.org/package=mlr3hyperband
repository-code: https://github.com/mlr-org/mlr3hyperband
url: https://mlr3hyperband.mlr-org.com
date-released: '2024-06-29'
contact:
- family-names: Becker
  given-names: Marc
  email: marcbecker@posteo.de
  orcid: https://orcid.org/0000-0002-8115-0400