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cff-version: 1.2.0
message: 'To cite package "mlr3tuning" in publications use:'
type: software
license: LGPL-3.0-only
title: 'mlr3tuning: Hyperparameter Optimization for ''mlr3'''
version: 1.0.1
doi: 10.32614/CRAN.package.mlr3tuning
abstract: Hyperparameter optimization package of the 'mlr3' ecosystem. It features
  highly configurable search spaces via the 'paradox' package and finds optimal hyperparameter
  configurations for any 'mlr3' learner. 'mlr3tuning' works with several optimization
  algorithms e.g. Random Search, Iterated Racing, Bayesian Optimization (in 'mlr3mbo')
  and Hyperband (in 'mlr3hyperband'). Moreover, it can automatically optimize learners
  and estimate the performance of optimized models with nested resampling.
authors:
- family-names: Becker
  given-names: Marc
  email: marcbecker@posteo.de
  orcid: https://orcid.org/0000-0002-8115-0400
- family-names: Lang
  given-names: Michel
  email: michellang@gmail.com
  orcid: https://orcid.org/0000-0001-9754-0393
- family-names: Richter
  given-names: Jakob
  email: jakob1richter@gmail.com
  orcid: https://orcid.org/0000-0003-4481-5554
- family-names: Bischl
  given-names: Bernd
  email: bernd_bischl@gmx.net
  orcid: https://orcid.org/0000-0001-6002-6980
- family-names: Schalk
  given-names: Daniel
  email: daniel.schalk@stat.uni-muenchen.de
  orcid: https://orcid.org/0000-0003-0950-1947
repository: https://mlr-org.r-universe.dev
repository-code: https://github.com/mlr-org/mlr3tuning
commit: 73476390567a62237adb3db9fffd1de818342874
url: https://mlr3tuning.mlr-org.com
contact:
- family-names: Becker
  given-names: Marc
  email: marcbecker@posteo.de
  orcid: https://orcid.org/0000-0002-8115-0400