Tuning for 'mlr3'


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Documentation for package ‘mlr3tuning’ version 0.13.0

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mlr3tuning-package mlr3tuning: Tuning for 'mlr3'
ArchiveTuning Logging Object for 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
AutoTuner AutoTuner
auto_tuner Syntactic Sugar for Automatic Tuning
extract_inner_tuning_archives Extract Inner Tuning Archives
extract_inner_tuning_results Extract Inner Tuning Results
mlr3tuning mlr3tuning: Tuning for 'mlr3'
mlr_tuners Dictionary of Tuners
mlr_tuners_cmaes Hyperparameter Tuning with Covariance Matrix Adaptation Evolution Strategy
mlr_tuners_design_points Hyperparameter Tuning with via Design Points
mlr_tuners_gensa Hyperparameter Tuning with Generalized Simulated Annealing
mlr_tuners_grid_search Hyperparameter Tuning with Grid Search
mlr_tuners_irace Tuning via Iterated Racing.
mlr_tuners_nloptr Hyperparameter Tuning with Non-linear Optimization
mlr_tuners_random_search Hyperparameter Tuning with Random Search
ObjectiveTuning ObjectiveTuning
tnr Syntactic Sugar for Tuner Construction
tnrs Syntactic Sugar for Tuner Construction
tune Function for Tuning
Tuner Tuner
TunerCmaes Hyperparameter Tuning with Covariance Matrix Adaptation Evolution Strategy
TunerDesignPoints Hyperparameter Tuning with via Design Points
TunerGenSA Hyperparameter Tuning with Generalized Simulated Annealing
TunerGridSearch Hyperparameter Tuning with Grid Search
TunerIrace Tuning via Iterated Racing.
TunerNLoptr Hyperparameter Tuning with Non-linear Optimization
TunerRandomSearch Hyperparameter Tuning with Random Search
tune_nested Function for Nested Resampling
TuningInstanceMultiCrit Multi Criteria Tuning Instance
TuningInstanceSingleCrit Single Criterion Tuning Instance