Files in mlr-org/mlr3tuning

Hyperparameter Optimization for 'mlr3'

NEWS.md R/ArchiveAsyncTuning.R R/ArchiveAsyncTuningFrozen.R R/ArchiveBatchTuning.R R/AutoTuner.R R/CallbackAsyncTuning.R R/CallbackBatchTuning.R R/ContextAsyncTuning.R R/ContextBatchTuning.R R/ObjectiveTuning.R R/ObjectiveTuningAsync.R R/ObjectiveTuningBatch.R R/Tuner.R R/TunerAsync.R R/TunerAsyncDesignPoints.R R/TunerAsyncFromOptimizerAsync.R R/TunerAsyncGridSearch.R R/TunerAsyncRandomSearch.R R/TunerBatch.R R/TunerBatchCmaes.R R/TunerBatchDesignPoints.R R/TunerBatchFromBatchOptimizer.R R/TunerBatchGenSA.R R/TunerBatchGridSearch.R R/TunerBatchInternal.R R/TunerBatchIrace.R R/TunerBatchNLoptr.R R/TunerBatchRandomSearch.R R/TuningInstanceAsyncMulticrit.R R/TuningInstanceAsyncSingleCrit.R R/TuningInstanceBatchMulticrit.R R/TuningInstanceBatchSingleCrit.R R/TuningInstanceMultiCrit.R R/TuningInstanceSingleCrit.R R/as_search_space.R R/as_tuner.R R/assertions.R R/auto_tuner.R R/bibentries.R R/extract_inner_tuning_archives.R R/extract_inner_tuning_results.R R/helper.R R/mlr_callbacks.R R/mlr_tuners.R R/reexport.R R/sugar.R R/tune.R R/tune_nested.R R/zzz.R README.Rmd README.md inst/testthat/helper_expectations.R inst/testthat/helper_misc.R inst/testthat/helper_tuner.R man-roxygen/example.R man-roxygen/field_default_values.R man-roxygen/field_id.R man-roxygen/field_internal_search_space.R man-roxygen/param_allow_hotstart.R man-roxygen/param_await_workers.R man-roxygen/param_callbacks.R man-roxygen/param_check_values.R man-roxygen/param_codomain.R man-roxygen/param_detect_lost_tasks.R man-roxygen/param_evaluate_default.R man-roxygen/param_extra.R man-roxygen/param_freeze_archive.R man-roxygen/param_heartbeat_expire.R man-roxygen/param_heartbeat_period.R man-roxygen/param_host.R man-roxygen/param_hotstart_threshold.R man-roxygen/param_id.R man-roxygen/param_inst_async.R man-roxygen/param_inst_batch.R man-roxygen/param_internal_search_space.R man-roxygen/param_internal_tuned_values.R man-roxygen/param_keep_hotstart_stack.R man-roxygen/param_label.R man-roxygen/param_learner.R man-roxygen/param_learner_param_vals.R man-roxygen/param_lgr_thresholds.R man-roxygen/param_man.R man-roxygen/param_measure.R man-roxygen/param_measures.R man-roxygen/param_method.R man-roxygen/param_n_workers.R man-roxygen/param_packages.R man-roxygen/param_param_classes.R man-roxygen/param_param_set.R man-roxygen/param_properties.R man-roxygen/param_resampling.R man-roxygen/param_rush.R man-roxygen/param_search_space.R man-roxygen/param_start_workers.R man-roxygen/param_store_benchmark_result.R man-roxygen/param_store_models.R man-roxygen/param_store_tuning_instance.R man-roxygen/param_task.R man-roxygen/param_term_evals.R man-roxygen/param_term_time.R man-roxygen/param_terminator.R man-roxygen/param_tuner.R man-roxygen/param_validate.R man-roxygen/param_xdt.R man-roxygen/section_dictionary_terminator.R man-roxygen/section_dictionary_tuners.R man-roxygen/section_logging.R man-roxygen/section_optimizer.R man-roxygen/section_parallelization.R man-roxygen/section_progress_bars.R man/ArchiveAsyncTuning.Rd man/ArchiveAsyncTuningFrozen.Rd man/ArchiveBatchTuning.Rd man/AutoTuner.Rd man/CallbackAsyncTuning.Rd man/CallbackBatchTuning.Rd man/ContextAsyncTuning.Rd man/ContextBatchTuning.Rd man/ObjectiveTuning.Rd man/ObjectiveTuningAsync.Rd man/ObjectiveTuningBatch.Rd man/Tuner.Rd man/TunerAsync.Rd man/TunerAsyncFromOptimizerAsync.Rd man/TunerBatch.Rd man/TunerBatchFromOptimizerBatch.Rd man/TuningInstanceAsyncMultiCrit.Rd man/TuningInstanceAsyncSingleCrit.Rd man/TuningInstanceBatchMultiCrit.Rd man/TuningInstanceBatchSingleCrit.Rd man/TuningInstanceMultiCrit.Rd man/TuningInstanceSingleCrit.Rd man/as_search_space.Rd man/as_tuner.Rd man/assert_async_tuning_callback.Rd man/assert_batch_tuning_callback.Rd man/auto_tuner.Rd man/callback_async_tuning.Rd man/callback_batch_tuning.Rd man/extract_inner_tuning_archives.Rd man/extract_inner_tuning_results.Rd man/mlr3tuning-package.Rd man/mlr3tuning.asnyc_mlflow.Rd man/mlr3tuning.async_default_configuration.Rd man/mlr3tuning.async_freeze_archive.Rd man/mlr3tuning.async_save_logs.Rd man/mlr3tuning.backup.Rd man/mlr3tuning.measures.Rd man/mlr3tuning.one_se_rule.Rd man/mlr3tuning_assertions.Rd man/mlr_tuners.Rd man/mlr_tuners_async_design_points.Rd man/mlr_tuners_async_grid_search.Rd man/mlr_tuners_async_random_search.Rd man/mlr_tuners_cmaes.Rd man/mlr_tuners_design_points.Rd man/mlr_tuners_gensa.Rd man/mlr_tuners_grid_search.Rd man/mlr_tuners_internal.Rd man/mlr_tuners_irace.Rd man/mlr_tuners_nloptr.Rd man/mlr_tuners_random_search.Rd man/reexports.Rd man/set_validate.AutoTuner.Rd man/ti.Rd man/ti_async.Rd man/tnr.Rd man/tune.Rd man/tune_nested.Rd tests/testthat.R tests/testthat/_snaps/Tuner.md tests/testthat/helper.R tests/testthat/setup.R tests/testthat/teardown.R tests/testthat/test_ArchiveAsyncTuning.R tests/testthat/test_ArchiveAsyncTuningFrozen.R tests/testthat/test_ArchiveBatchTuning.R tests/testthat/test_AutoTuner.R tests/testthat/test_CallbackAsyncTuning.R tests/testthat/test_CallbackBatchTuning.R tests/testthat/test_ObjectiveTuningAsync.R tests/testthat/test_ObjectiveTuningBatch.R tests/testthat/test_Tuner.R tests/testthat/test_TunerAsyncDesignPoints.R tests/testthat/test_TunerAsyncGridSearch.R tests/testthat/test_TunerAsyncRandomSearch.R tests/testthat/test_TunerBatchCmaes.R tests/testthat/test_TunerBatchDesignPoints.R tests/testthat/test_TunerBatchFromOptimizerBatch.R tests/testthat/test_TunerBatchGenSA.R tests/testthat/test_TunerBatchGridSearch.R tests/testthat/test_TunerBatchIrace.R tests/testthat/test_TunerBatchNLoptr.R tests/testthat/test_TunerBatchRandomSearch.R tests/testthat/test_TunerInternal.R tests/testthat/test_TuningInstanceAsyncMultiCrit.R tests/testthat/test_TuningInstanceAsyncSingleCrit.R tests/testthat/test_TuningInstanceBatchMultiCrit.R tests/testthat/test_TuningInstanceBatchSingleCrit.R tests/testthat/test_as_search_space.R tests/testthat/test_auto_tuner.R tests/testthat/test_error_handling.R tests/testthat/test_extract_inner_tuning_archives.R tests/testthat/test_extract_inner_tuning_results.R tests/testthat/test_mlr_callbacks.R tests/testthat/test_mlr_tuners.R tests/testthat/test_ti.R tests/testthat/test_ti_async.R tests/testthat/test_trafos.R tests/testthat/test_tune.R tests/testthat/test_tune_nested.R vignettes/extending.Rmd