Package: mlr3hyperband
Title: Hyperband for 'mlr3'
Version: 1.1.1
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 (>= 1.0.0), testthat (>= 3.0.0),
        xgboost
Config/testthat/edition: 3
Config/testthat/parallel: no
Encoding: UTF-8
NeedsCompilation: no
Roxygen: list(markdown = TRUE)
Collate: 'OptimizerAsyncSuccessiveHalving.R' 'aaa.R'
        'OptimizerBatchSuccessiveHalving.R' 'OptimizerBatchHyperband.R'
        'TunerAsyncSuccessiveHalving.R' 'TunerBatchHyperband.R'
        'TunerBatchSuccessiveHalving.R' 'bibentries.R' 'helper.R'
        'zzz.R'
Config/roxygen2/version: 8.0.0.9000
Config/pak/sysreqs: make
Repository: https://mlr-org.r-universe.dev
Date/Publication: 2026-07-25 11:20:39 UTC
RemoteUrl: https://github.com/mlr-org/mlr3hyperband
RemoteRef: v1.1.1
RemoteSha: 0fd40ea48e1904389cc6b26567958a24954a56fe
Packaged: 2026-10-18 11:07:12 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>