Approximate finite dimensional feature maps (RFF analogs)

[vabor112]

Abstraction that allows implementing approximate finite dimensional feature maps.

For compact spaces: eigenfunction based or based generalized random phase Fourier features.
For noncompact symmetric spaces: spherical function based random Fourier features.

• Abstract interface for efficient GP sampling based on an approximate finite dimensional feature maps.