Expand description
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§
- Kernel
Alignment - Kernel alignment computation for measuring similarity between kernels.
- Product
Kernel - Product of multiple kernels: K(x,y) = Π_i K_i(x,y)
- Weighted
SumKernel - Weighted sum of multiple kernels: K(x,y) = Σ_i w_i * K_i(x,y)