Package: bbotk 1.0.1
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_1.0.1.tar.gz
bbotk_1.0.1.zip(r-4.5)bbotk_1.0.1.zip(r-4.4)bbotk_1.0.1.zip(r-4.3)
bbotk_1.0.1.tgz(r-4.4-x86_64)bbotk_1.0.1.tgz(r-4.4-arm64)bbotk_1.0.1.tgz(r-4.3-x86_64)bbotk_1.0.1.tgz(r-4.3-arm64)
bbotk_1.0.1.tar.gz(r-4.5-noble)bbotk_1.0.1.tar.gz(r-4.4-noble)
bbotk_1.0.1.tgz(r-4.4-emscripten)bbotk_1.0.1.tgz(r-4.3-emscripten)
bbotk.pdf |bbotk.html✨
bbotk/json (API)
NEWS
# Install 'bbotk' in R: |
install.packages('bbotk', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlr-org/bbotk/issues
bbotkblack-box-optimizationdata-sciencehyperparameter-optimizationhyperparameter-tuningmachine-learningmlr3optimization
Last updated 2 months agofrom:610918ca30 (on v1.0.1). Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 28 2024 |
R-4.5-win-x86_64 | OK | Aug 28 2024 |
R-4.5-linux-x86_64 | OK | Aug 28 2024 |
R-4.4-win-x86_64 | OK | Aug 28 2024 |
R-4.4-mac-x86_64 | OK | Aug 28 2024 |
R-4.4-mac-aarch64 | OK | Aug 28 2024 |
R-4.3-win-x86_64 | OK | Aug 28 2024 |
R-4.3-mac-x86_64 | OK | Aug 28 2024 |
R-4.3-mac-aarch64 | OK | Aug 28 2024 |
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