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Tuning Instances

TuningInstanceMultiCrit
Multi Criteria Tuning Instance
TuningInstanceSingleCrit
Single Criterion Tuning Instance

Tuners

AutoTuner
AutoTuner
Tuner
Tuner
TunerFromOptimizer
TunerFromOptimizer
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
tnr() tnrs()
Syntactic Sugar for Tuner Construction

Terminators

reexports
Objects exported from other packages

Archive

ArchiveTuning
Logging Object for Evaluated Hyperparameter Configurations

Functions and Syntactic Sugar

auto_tuner()
Syntactic Sugar for Automatic Tuning
tune()
Function for Tuning
tune_nested()
Function for Nested Resampling
extract_inner_tuning_archives()
Extract Inner Tuning Archives
extract_inner_tuning_results()
Extract Inner Tuning Results
as_search_space()
Convert to a Search Space

Misc

ObjectiveTuning
ObjectiveTuning
mlr3tuning-package
mlr3tuning: Tuning for 'mlr3'