Kernels#

RBF

The Radial Basis Function (RBF) kernel.

RFF

Computes an approximation of the kernel using Random Fourier Features.

AbstractKernel

Base kernel class.

ArcCosine

The ArCosine kernel.

BasisFunctionComputation

Compute engine class for finite basis function approximations to a kernel.

Constant

A constant kernel.

ConstantDiagonalKernelComputation

Computation engine for constant diagonal kernels.

DenseKernelComputation

Dense kernel computation class.

DiagonalKernelComputation

Diagonal kernel computation class.

EigenKernelComputation

Eigen kernel computation class.

GraphKernel

The Matérn graph kernel defined on the vertex set of a graph.

ICMKernel

Intrinsic Coregionalization Model kernel.

LCMKernel

Linear Model of Coregionalization kernel.

Linear

The linear kernel.

Matern12

The Matérn kernel with smoothness parameter fixed at 0.5.

Matern32

The Matérn kernel with smoothness parameter fixed at 1.5.

Matern52

The Matérn kernel with smoothness parameter fixed at 2.5.

MultiOutputKernel

Base class for multi-output kernels.

MultiOutputKernelComputation

Compute engine for multi-output kernels.

OrthogonalAdditiveKernel

Orthogonal Additive Kernel (OAK).

Periodic

The periodic kernel.

Polynomial

The Polynomial kernel with variable degree.

PoweredExponential

The powered exponential family of kernels.

ProductKernel

A kernel that is the product of a set of kernels.

RationalQuadratic

The Rational Quadratic kernel.

SumKernel

A kernel that is the sum of a set of kernels.

White

The White noise kernel.