Module hyperparameter_tuning 

Automatic hyperparameter tuning for optimizers

This module provides tools for automatically tuning optimizer hyperparameters using various search strategies including grid search, random search, Bayesian optimization, and evolutionary algorithms.

Modules

presets

Utility functions for common optimizer hyperparameter spaces

Structs

EarlyStoppingConfig

HyperparameterConfig

Hyperparameter configuration

HyperparameterSpace

Hyperparameter search space definition

HyperparameterTuner

Hyperparameter tuner

Trial

Trial result from hyperparameter optimization

TuningConfig

Configuration for hyperparameter tuning

TuningResults

Results from hyperparameter tuning

Enums

AcquisitionFunction

HyperparameterValue

ObjectiveFunction

SearchStrategy

Search strategy for hyperparameter optimization