diff --git a/doc/compositekernels.rst b/doc/compositekernels.rst index 5b9a4af..f8d854c 100644 --- a/doc/compositekernels.rst +++ b/doc/compositekernels.rst @@ -50,6 +50,9 @@ Rational-Quadratic Kernel where :math:`\kappa` is a non-negative negative definite kernel. The rational-quadratic kernel is a Mercer kernel. +Matern Kernel +------------- + .. function:: MaternKernel{T<:FloatingPoint}(κ::BaseKernel{T} = SquaredDistanceKernel(1.0), α::T = one(T), β::T = one(T), γ::T = one(T)) Construct a Matern class kernel: @@ -62,6 +65,9 @@ Rational-Quadratic Kernel function, :math:`K_{\nu}` is the modified Bessel function of the second kind, :math:`\nu > 0` and :math:`\theta > 0`. The Matern kernel is a Mercer kernel. +Power Kernel +------------ + .. function:: PowerKernel{T<:FloatingPoint}(κ::BaseKernel{T} = SquaredDistanceKernel(1.0), γ::T = one(T)) Construct a power kernel: