Module parameter_learning

Module parameter_learning 

Source
Expand description

Automatic kernel parameter learning and optimization

This module provides automated methods for learning optimal kernel parameters using various optimization strategies like grid search and Bayesian optimization.

Structs§

OptimizationResult
Results from parameter optimization OptimizationResult
ParameterBounds
Parameter bounds for optimization ParameterBounds
ParameterLearner
Automatic parameter learning for RBF kernels
ParameterLearningConfig
Configuration for parameter learning ParameterLearningConfig
ParameterSet
Parameter set for optimization ParameterSet

Enums§

ObjectiveFunction
Objective functions for parameter optimization ObjectiveFunction
SearchStrategy
Parameter search strategies SearchStrategy