Package: mlr3hyperband
Title: Hyperband for 'mlr3'
Version: 0.4.4
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: Implements hyperband method for hyperparameter tuning.
    Various termination criteria can be set and combined. The class
    'AutoTuner' provides a convenient way to perform nested resampling in
    combination with 'mlr3'. The hyperband algorithm was proposed by Lisha
    Li, Kevin Jamieson, Giulia DeSalvo, Afshin Rostamizadeh and Ameet
    Talwalkar (2018) <arXiv:1603.06560>.
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 (>= 0.13.0), R (>= 3.1.0)
Imports: bbotk (>= 0.7.0), checkmate (>= 1.9.4), data.table, lgr, mlr3
        (>= 0.13.1), mlr3misc (>= 0.10.0), paradox (>= 0.9.0), R6
Suggests: emoa, mlr3learners (>= 0.5.2), mlr3pipelines, rpart, testthat
        (>= 3.0.0), xgboost
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
NeedsCompilation: no
RoxygenNote: 7.2.2
Collate: 'TunerHyperband.R' 'TunerSuccessiveHalving.R'
        'OptimizerHyperband.R' 'OptimizerSuccessiveHalving.R'
        'bibentries.R' 'helper.R' 'zzz.R'
Packaged: 2022-11-27 11:39:08 UTC; marc
Author: Marc Becker [aut, cre] (<https://orcid.org/0000-0002-8115-0400>),
  Sebastian Gruber [aut] (<https://orcid.org/0000-0002-8544-3470>),
  Jakob Richter [aut] (<https://orcid.org/0000-0003-4481-5554>),
  Julia Moosbauer [aut] (<https://orcid.org/0000-0002-0000-9297>),
  Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>)
Maintainer: Marc Becker <marcbecker@posteo.de>
Repository: CRAN
Date/Publication: 2022-11-27 12:00:02 UTC
