Package: mlr3hyperband
Title: Hyperband for 'mlr3'
Version: 1.1.0
Authors@R: c(
    person("Marc", "Becker", , "marcbecker@posteo.de", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-8115-0400")),
    person("Sebastian", "Gruber", , "gruber_sebastian@t-online.de", role = "aut",
           comment = c(ORCID = "0000-0002-8544-3470")),
    person("Jakob", "Richter", , "jakob1richter@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0003-4481-5554")),
    person("Julia", "Moosbauer", , "ju.moosbauer@googlemail.com", role = "aut",
           comment = c(ORCID = "0000-0002-0000-9297")),
    person("Bernd", "Bischl", , "bernd_bischl@gmx.net", role = "aut",
           comment = c(ORCID = "0000-0001-6002-6980"))
  )
Description: Successive Halving (Jamieson and Talwalkar (2016)
    <doi:10.48550/arXiv.1502.07943>) and Hyperband (Li et al. 2018
    <doi: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.
License: LGPL-3
URL: https://mlr3hyperband.mlr-org.com,
        https://github.com/mlr-org/mlr3hyperband
BugReports: https://github.com/mlr-org/mlr3hyperband/issues
Depends: mlr3tuning (>= 1.4.0), R (>= 3.1.0)
Imports: bbotk (>= 1.9.0), checkmate (>= 1.9.4), data.table, lgr, mlr3
        (>= 0.13.1), mlr3misc (>= 0.10.0), paradox (>= 0.9.0), R6, uuid
Suggests: emoa, mirai, mlr3learners (>= 0.5.2), mlr3pipelines,
        processx, redux, rpart, rush, testthat (>= 3.0.0), xgboost
Config/testthat/edition: 3
Config/testthat/parallel: no
Encoding: UTF-8
NeedsCompilation: no
RoxygenNote: 7.3.3
Collate: 'OptimizerAsyncSuccessiveHalving.R' 'aaa.R'
        'OptimizerBatchSuccessiveHalving.R' 'OptimizerBatchHyperband.R'
        'TunerAsyncSuccessiveHalving.R' 'TunerBatchHyperband.R'
        'TunerBatchSuccessiveHalving.R' 'bibentries.R' 'helper.R'
        'zzz.R'
Packaged: 2026-03-16 21:43:45 UTC; marc
Author: Marc Becker [aut, cre] (ORCID: <https://orcid.org/0000-0002-8115-0400>),
  Sebastian Gruber [aut] (ORCID: <https://orcid.org/0000-0002-8544-3470>),
  Jakob Richter [aut] (ORCID: <https://orcid.org/0000-0003-4481-5554>),
  Julia Moosbauer [aut] (ORCID: <https://orcid.org/0000-0002-0000-9297>),
  Bernd Bischl [aut] (ORCID: <https://orcid.org/0000-0001-6002-6980>)
Maintainer: Marc Becker <marcbecker@posteo.de>
Repository: CRAN
Date/Publication: 2026-03-17 08:30:15 UTC
Built: R 4.6.0; ; 2026-04-28 14:59:57 UTC; unix
