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Module composite_kernel

Module composite_kernel 

Source
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Composite kernels for combining multiple kernel functions.

This module provides ways to combine existing kernels through:

  • Weighted sum (convex combinations)
  • Product (multiplicative combinations)
  • Kernel alignment (meta-learning)

Structs§

KernelAlignment
Kernel alignment computation for measuring similarity between kernels.
ProductKernel
Product of multiple kernels: K(x,y) = Π_i K_i(x,y)
WeightedSumKernel
Weighted sum of multiple kernels: K(x,y) = Σ_i w_i * K_i(x,y)