Module kernel_structure_learning

Module kernel_structure_learning 

Source
Expand description

Advanced kernel structure learning using grammar-based search

This module implements sophisticated kernel structure learning algorithms that can automatically discover complex kernel compositions using grammar-based search, statistical tests, and structure optimization.

Structs§

ConvergenceInfo
Information about the learning convergence
KernelStructureLearner
Grammar-based kernel structure learning
StructureLearningResult
Result of kernel structure learning

Enums§

KernelGrammar
Kernel grammar production rules
NonTerminalOperation
Operations for combining kernels
SearchStrategy
Search strategies for kernel structure learning
TerminalKernel
Base kernel types in the grammar