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DESCRIPTION
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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", , "[email protected]", role = c("cre", "aut"),
comment = c(ORCID = "0000-0002-8115-0400")),
person("Jakob", "Richter", , "[email protected]", role = "aut",
comment = c(ORCID = "0000-0003-4481-5554")),
person("Michel", "Lang", , "[email protected]", role = "aut",
comment = c(ORCID = "0000-0001-9754-0393")),
person("Bernd", "Bischl", , "[email protected]", role = "aut",
comment = c(ORCID = "0000-0001-6002-6980")),
person("Martin", "Binder", , "[email protected]", role = "aut"),
person("Olaf", "Mersmann", , "[email protected]", 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,
nloptr,
progressr,
processx,
redux,
testthat (>= 3.0.0),
rush (>= 0.1.2)
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'