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
Roxygen: list(markdown = TRUE)
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'
Config/pak/sysreqs: cmake make
Repository: https://mlr-org.r-universe.dev
Date/Publication: 2026-03-16 21:42:12 UTC
RemoteUrl: https://github.com/mlr-org/mlr3hyperband
RemoteRef: v1.1.0
RemoteSha: b1f358c5ad3d28d893f85dc88245ac9366225577
Packaged: 2026-06-27 13:51:01 UTC; root
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>