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DESCRIPTION
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Package: bbotk
Title: Black-Box Optimization Toolkit
Version: 1.5.0.9000
Authors@R: c(
person("Marc", "Becker", , "marcbecker@posteo.de", role = c("cre", "aut"),
comment = c(ORCID = "0000-0002-8115-0400")),
person("Jakob", "Richter", , "jakob1richter@gmail.com", role = "aut",
comment = c(ORCID = "0000-0003-4481-5554")),
person("Michel", "Lang", , "michellang@gmail.com", role = "aut",
comment = c(ORCID = "0000-0001-9754-0393")),
person("Bernd", "Bischl", , "bernd_bischl@gmx.net", role = "aut",
comment = c(ORCID = "0000-0001-6002-6980")),
person("Martin", "Binder", , "martin.binder@mail.com", role = "aut"),
person("Olaf", "Mersmann", , "olafm@statistik.tu-dortmund.de", role = "ctb")
)
Description: Features highly configurable search spaces via the 'paradox'
package and optimizes every user-defined objective function. The
package includes several optimization algorithms e.g. Random Search,
Iterated Racing, Bayesian Optimization (in 'mlr3mbo') and Hyperband
(in 'mlr3hyperband'). bbotk is the base package of 'mlr3tuning',
'mlr3fselect' and 'miesmuschel'.
License: LGPL-3
URL: https://bbotk.mlr-org.com, https://github.com/mlr-org/bbotk
BugReports: https://github.com/mlr-org/bbotk/issues
Depends:
paradox (>= 1.0.0),
R (>= 3.1.0)
Imports:
checkmate (>= 2.0.0),
data.table,
lgr,
methods,
mlr3misc (>= 0.15.1),
R6
Suggests:
adagio,
emoa,
GenSA,
irace (>= 4.0.0),
knitr,
mirai,
nloptr,
progressr,
processx,
redux,
RhpcBLASctl,
testthat (>= 3.0.0),
rush (>= 0.1.2)
Remotes:
mlr-org/rush@mirai
Config/testthat/edition: 3
Config/testthat/parallel: false
Encoding: UTF-8
Language: en-US
NeedsCompilation: no
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Collate:
'Archive.R'
'ArchiveAsync.R'
'ArchiveAsyncFrozen.R'
'ArchiveBatch.R'
'CallbackAsync.R'
'CallbackBatch.R'
'Codomain.R'
'ContextAsync.R'
'ContextBatch.R'
'Objective.R'
'ObjectiveRFun.R'
'ObjectiveRFunDt.R'
'ObjectiveRFunMany.R'
'OptimInstance.R'
'OptimInstanceAsync.R'
'OptimInstanceAsyncMultiCrit.R'
'OptimInstanceAsyncSingleCrit.R'
'OptimInstanceBatch.R'
'OptimInstanceBatchMultiCrit.R'
'OptimInstanceBatchSingleCrit.R'
'OptimInstanceMultiCrit.R'
'OptimInstanceSingleCrit.R'
'mlr_optimizers.R'
'Optimizer.R'
'OptimizerAsync.R'
'OptimizerAsyncDesignPoints.R'
'OptimizerAsyncGridSearch.R'
'OptimizerAsyncRandomSearch.R'
'OptimizerBatch.R'
'OptimizerBatchChain.R'
'OptimizerBatchCmaes.R'
'OptimizerBatchDesignPoints.R'
'OptimizerBatchFocusSearch.R'
'OptimizerBatchGenSA.R'
'OptimizerBatchGridSearch.R'
'OptimizerBatchIrace.R'
'OptimizerBatchLocalSearch.R'
'OptimizerBatchNLoptr.R'
'OptimizerBatchRandomSearch.R'
'Progressor.R'
'mlr_terminators.R'
'Terminator.R'
'TerminatorClockTime.R'
'TerminatorCombo.R'
'TerminatorEvals.R'
'TerminatorNone.R'
'TerminatorPerfReached.R'
'TerminatorRunTime.R'
'TerminatorStagnation.R'
'TerminatorStagnationBatch.R'
'TerminatorStagnationHypervolume.R'
'as_terminator.R'
'assertions.R'
'bb_optimize.R'
'bbotk_reflections.R'
'bibentries.R'
'helper.R'
'mlr_callbacks.R'
'nds_selection.R'
'reexport.R'
'sugar.R'
'worker_loops.R'
'zzz.R'