Module hyperparameter_optimization 

Hyperparameter Optimization Framework

This module provides automated hyperparameter tuning for time series models using various optimization strategies including random search, Bayesian optimization, and evolutionary algorithms.

Structs

HyperparameterOptimizer

Hyperparameter Optimization Framework

HyperparameterSet

Set of hyperparameters

OptimizationResults

Optimization results

OptimizationStep

Single optimization step

SearchSpace

Search space for hyperparameters

Enums

OptimizationMethod

Hyperparameter optimization methods