Hyperparameter Optimization for 'mlr3'
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘mlr3tuning’ version 1.0.0
Help Pages
| mlr3tuning-package | mlr3tuning: Hyperparameter Optimization for 'mlr3' |
| ArchiveAsyncTuning | Rush Data Storage |
| ArchiveBatchTuning | Class for Logging Evaluated Hyperparameter Configurations |
| as_search_space | Convert to a Search Space |
| as_search_space.Learner | Convert to a Search Space |
| as_search_space.ParamSet | Convert to a Search Space |
| as_tuner | Convert to a Tuner |
| as_tuner.Tuner | Convert to a Tuner |
| as_tuners | Convert to a Tuner |
| as_tuners.default | Convert to a Tuner |
| as_tuners.list | Convert to a Tuner |
| AutoTuner | Class for Automatic Tuning |
| auto_tuner | Function for Automatic Tuning |
| CallbackAsyncTuning | Create Asynchronous Tuning Callback |
| CallbackBatchTuning | Create Batch Tuning Callback |
| callback_async_tuning | Create Asynchronous Tuning Callback |
| callback_batch_tuning | Create Batch Tuning Callback |
| ContextAsyncTuning | Asynchronous Tuning Context |
| ContextBatchTuning | Batch Tuning Context |
| extract_inner_tuning_archives | Extract Inner Tuning Archives |
| extract_inner_tuning_results | Extract Inner Tuning Results |
| extract_inner_tuning_results.BenchmarkResult | Extract Inner Tuning Results |
| extract_inner_tuning_results.ResampleResult | Extract Inner Tuning Results |
| mlr3tuning | mlr3tuning: Hyperparameter Optimization for 'mlr3' |
| mlr3tuning.asnyc_mlflow | MLflow Connector Callback |
| mlr3tuning.async_default_configuration | Default Configuration Callback |
| mlr3tuning.async_measures | Measure Callback |
| mlr3tuning.async_save_logs | Save Logs Callback |
| mlr3tuning.backup | Backup Benchmark Result Callback |
| mlr3tuning.measures | Measure Callback |
| mlr_tuners | Dictionary of Tuners |
| mlr_tuners_async_design_points | Hyperparameter Tuning with Asynchronous Design Points |
| mlr_tuners_async_grid_search | Hyperparameter Tuning with Asynchronous Grid Search |
| mlr_tuners_async_random_search | Hyperparameter Tuning with Asynchronous Random Search |
| mlr_tuners_cmaes | Hyperparameter Tuning with Covariance Matrix Adaptation Evolution Strategy |
| mlr_tuners_design_points | Hyperparameter Tuning with Design Points |
| mlr_tuners_gensa | Hyperparameter Tuning with Generalized Simulated Annealing |
| mlr_tuners_grid_search | Hyperparameter Tuning with Grid Search |
| mlr_tuners_internal | Hyperparameter Tuning with Internal Tuning |
| mlr_tuners_irace | Hyperparameter Tuning with Iterated Racing. |
| mlr_tuners_nloptr | Hyperparameter Tuning with Non-linear Optimization |
| mlr_tuners_random_search | Hyperparameter Tuning with Random Search |
| ObjectiveTuning | Class for Tuning Objective |
| ObjectiveTuningAsync | Class for Tuning Objective |
| ObjectiveTuningBatch | Class for Tuning Objective |
| set_validate.AutoTuner | Configure Validation for AutoTuner |
| ti | Syntactic Sugar for Tuning Instance Construction |
| ti_async | Syntactic Sugar for Asynchronous Tuning Instance Construction |
| tnr | Syntactic Sugar for Tuning Objects Construction |
| tnrs | Syntactic Sugar for Tuning Objects Construction |
| tune | Function for Tuning a Learner |
| Tuner | Tuner |
| TunerAsync | Class for Asynchronous Tuning Algorithms |
| TunerAsyncDesignPoints | Hyperparameter Tuning with Asynchronous Design Points |
| TunerAsyncGridSearch | Hyperparameter Tuning with Asynchronous Grid Search |
| TunerAsyncRandomSearch | Hyperparameter Tuning with Asynchronous Random Search |
| TunerBatch | Class for Batch Tuning Algorithms |
| TunerBatchCmaes | Hyperparameter Tuning with Covariance Matrix Adaptation Evolution Strategy |
| TunerBatchDesignPoints | Hyperparameter Tuning with Design Points |
| TunerBatchGenSA | Hyperparameter Tuning with Generalized Simulated Annealing |
| TunerBatchGridSearch | Hyperparameter Tuning with Grid Search |
| TunerBatchInternal | Hyperparameter Tuning with Internal Tuning |
| TunerBatchIrace | Hyperparameter Tuning with Iterated Racing. |
| TunerBatchNLoptr | Hyperparameter Tuning with Non-linear Optimization |
| TunerBatchRandomSearch | Hyperparameter Tuning with Random Search |
| tune_nested | Function for Nested Resampling |
| TuningInstanceAsyncMultiCrit | Multi-Criteria Tuning with Rush |
| TuningInstanceAsyncSingleCrit | Single Criterion Tuning with Rush |
| TuningInstanceBatchMultiCrit | Class for Multi Criteria Tuning |
| TuningInstanceBatchSingleCrit | Class for Single Criterion Tuning |
| TuningInstanceMultiCrit | Multi Criteria Tuning Instance for Batch Tuning |
| TuningInstanceSingleCrit | Single Criterion Tuning Instance for Batch Tuning |