Module gradient_kernel_learning 

Gradient-based kernel learning for automatic parameter optimization

This module provides gradient-based optimization methods for learning optimal kernel parameters, including bandwidth selection, kernel combination weights, and hyperparameter tuning using automatic differentiation.

Structs

GradientConfig

Gradient-based optimization configuration GradientConfig

GradientKernelLearner

Gradient-based kernel parameter learner

GradientMultiKernelLearner

Gradient-based multi-kernel learning

GradientResult

Gradient computation result GradientResult

Enums

GradientOptimizer

Gradient-based optimization algorithms GradientOptimizer

KernelObjective

Objective function for kernel learning KernelObjective