Package: bbotk 1.0.0
bbotk:Black-Box Optimization Toolkit
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'.
Authors:
bbotk_1.0.0.tar.gz
bbotk_1.0.0.tar.gz(r-4.5-noble)bbotk_1.0.0.tar.gz(r-4.4-noble)
bbotk_1.0.0.tgz(r-4.4-emscripten)bbotk_1.0.0.tgz(r-4.3-emscripten)
bbotk.pdf |bbotk.html✨
bbotk/json (API)
NEWS
# Installbbotk in R: |
install.packages('bbotk',repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlr-org/bbotk/issues
Last updated 7 days agofrom:f5e23cca33
Exports:ArchiveArchiveAsyncArchiveBatchas_terminatoras_terminatorsassert_archiveassert_archive_asyncassert_archive_batchassert_instanceassert_instance_asyncassert_instance_propertiesassert_optimizerassert_optimizer_asyncassert_optimizer_batchassert_setassert_terminableassert_terminatorassert_terminatorsassign_result_defaultbb_optimizebbotk_reflectionsbbotk_worker_loopbraninbranin_wucallback_asynccallback_batchCallbackAsyncCallbackBatchclbkclbksCodomainContextAsyncContextBatchevaluate_queue_defaultis_dominatedmlr_callbacksmlr_optimizersmlr_terminatorsnds_selectionObjectiveObjectiveRFunObjectiveRFunDtObjectiveRFunManyoioi_asyncoptOptimInstanceOptimInstanceAsyncOptimInstanceAsyncMultiCritOptimInstanceAsyncSingleCritOptimInstanceBatchOptimInstanceBatchMultiCritOptimInstanceBatchSingleCritOptimInstanceMultiCritOptimInstanceSingleCritoptimize_async_defaultoptimize_batch_defaultOptimizerOptimizerAsyncOptimizerAsyncDesignPointsOptimizerAsyncGridSearchOptimizerAsyncRandomSearchOptimizerBatchOptimizerBatchCmaesOptimizerBatchDesignPointsOptimizerBatchFocusSearchOptimizerBatchGenSAOptimizerBatchGridSearchOptimizerBatchIraceOptimizerBatchNLoptrOptimizerBatchRandomSearchoptsshrink_psterminated_errorTerminatorTerminatorClockTimeTerminatorComboTerminatorEvalsTerminatorNoneTerminatorPerfReachedTerminatorRunTimeTerminatorStagnationTerminatorStagnationBatchtrafo_xstransform_xdt_to_xsstrmtrms
Dependencies:backportscheckmatedata.tabledigestlgrmlr3miscparadoxR6