kernels

Collection of kernel functions to be used by the hyperparameter optimizations.

Attributes

exp

An exponential kernel yielding non-differentiable sample paths.

gauss

A Gaussian kernel yielding analytic (infinitely–differentiable) sample paths.

matern32

A Matérn 3/2 kernel yielding once-differentiable sample paths.

matern52

A Matérn 5/2 kernel yielding twice-differentiable sample paths.