Package: mlr3tuning
Title: Tuning for 'mlr3'
Version: 0.9.0
Authors@R: 
    c(person(given = "Marc",
             family = "Becker",
             role = c("cre", "aut"),
             email = "marcbecker@posteo.de",
             comment = c(ORCID = "0000-0002-8115-0400")),
      person(given = "Michel",
             family = "Lang",
             role = "aut",
             email = "michellang@gmail.com",
             comment = c(ORCID = "0000-0001-9754-0393")),
      person(given = "Jakob",
             family = "Richter",
             role = "aut",
             email = "jakob1richter@gmail.com",
             comment = c(ORCID = "0000-0003-4481-5554")),
      person(given = "Bernd",
             family = "Bischl",
             role = "aut",
             email = "bernd_bischl@gmx.net",
             comment = c(ORCID = "0000-0001-6002-6980")),
      person(given = "Daniel",
             family = "Schalk",
             role = "aut",
             email = "daniel.schalk@stat.uni-muenchen.de",
             comment = c(ORCID = "0000-0003-0950-1947")))
Description: Implements methods for hyperparameter tuning with 'mlr3',
    e.g. grid search, random search, generalized simulated annealing and
    iterated racing.  Various termination criteria can be set and
    combined.  The class 'AutoTuner' provides a convenient way to perform
    nested resampling in combination with 'mlr3'.
License: LGPL-3
URL: https://mlr3tuning.mlr-org.com,
        https://github.com/mlr-org/mlr3tuning
BugReports: https://github.com/mlr-org/mlr3tuning/issues
Depends: mlr3 (>= 0.12.0), paradox (>= 0.7.0), R (>= 3.1.0)
Imports: bbotk (>= 0.4.0), checkmate (>= 2.0.0), data.table, digest,
        lgr, mlr3misc (>= 0.9.4), R6
Suggests: adagio, GenSA, irace, mlr3pipelines, nloptr, rpart, testthat
        (>= 3.0.0)
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
NeedsCompilation: no
RoxygenNote: 7.1.1
Collate: 'ArchiveTuning.R' 'AutoTuner.R' 'ObjectiveTuning.R'
        'mlr_tuners.R' 'Tuner.R' 'TunerCmaes.R' 'TunerDesignPoints.R'
        'TunerFromOptimizer.R' 'TunerGenSA.R' 'TunerGridSearch.R'
        'TunerIrace.R' 'TunerNLoptr.R' 'TunerRandomSearch.R'
        'TuningInstanceMulticrit.R' 'TuningInstanceSingleCrit.R'
        'assertions.R' 'auto_tuner.R' 'bibentries.R'
        'extract_inner_tuning_archives.R'
        'extract_inner_tuning_results.R' 'helper.R' 'reexport.R'
        'sugar.R' 'tune.R' 'tune_nested.R' 'zzz.R'
Packaged: 2021-09-14 07:00:30 UTC; marc
Author: Marc Becker [cre, aut] (<https://orcid.org/0000-0002-8115-0400>),
  Michel Lang [aut] (<https://orcid.org/0000-0001-9754-0393>),
  Jakob Richter [aut] (<https://orcid.org/0000-0003-4481-5554>),
  Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>),
  Daniel Schalk [aut] (<https://orcid.org/0000-0003-0950-1947>)
Maintainer: Marc Becker <marcbecker@posteo.de>
Repository: CRAN
Date/Publication: 2021-09-14 07:30:02 UTC
