Hyperparameter Optimization for 'mlr3'

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Documentation for package ‘mlr3tuning’ version 0.20.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

mlr3tuning-package	mlr3tuning: Hyperparameter Optimization for 'mlr3'
ArchiveTuning	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
AutoTuner	Class for Automatic Tuning
auto_tuner	Function for Automatic Tuning
CallbackTuning	Create Tuning Callback
callback_tuning	Create Tuning Callback
ContextEval	Evaluation 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.backup	Backup Benchmark Result Callback
mlr3tuning.early_stopping	Early Stopping Callback
mlr3tuning.measures	Measure Callback
mlr_tuners	Dictionary of Tuners
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_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
ti	Syntactic Sugar for Tuning Instance Construction
tnr	Syntactic Sugar for Tuning Objects Construction
tnrs	Syntactic Sugar for Tuning Objects Construction
tune	Function for Tuning a Learner
Tuner	Class for Tuning Algorithms
TunerCmaes	Hyperparameter Tuning with Covariance Matrix Adaptation Evolution Strategy
TunerDesignPoints	Hyperparameter Tuning with Design Points
TunerGenSA	Hyperparameter Tuning with Generalized Simulated Annealing
TunerGridSearch	Hyperparameter Tuning with Grid Search
TunerIrace	Hyperparameter Tuning with Iterated Racing.
TunerNLoptr	Hyperparameter Tuning with Non-linear Optimization
TunerRandomSearch	Hyperparameter Tuning with Random Search
tune_nested	Function for Nested Resampling
TuningInstanceMultiCrit	Class for Multi Criteria Tuning
TuningInstanceSingleCrit	Class for Single Criterion Tuning