gpytorch.kernels

If you don’t know what kernel to use, we recommend that you start out with a gpytorch.kernels.ScaleKernel(gpytorch.kernels.RBFKernel).

Kernel

Standard Kernels

CosineKernel

LinearKernel

MaternKernel

PeriodicKernel

RBFKernel

SpectralMixtureKernel

WhiteNoiseKernel

Composition/Decoration Kernels

AdditiveKernel

ProductKernel

ScaleKernel

Specialty Kernels

IndexKernel

MultitaskKernel

Kernels for Scalable GP Regression Methods

AdditiveGridInterpolationKernel

GridKernel

GridInterpolationKernel

InducingPointKernel

MultiplicativeGridInterpolationKernel