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Expanded composite kernel documentation
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Tim Thatcher committed Jul 28, 2015
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10 changes: 9 additions & 1 deletion doc/compositekernels.rst
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Expand Up @@ -14,7 +14,12 @@ complex kernels. Formally:
\kappa(\mathbf{x},\mathbf{y}) = \phi(\kappa(\mathbf{x},\mathbf{y})) \qquad \kappa:\mathbb{R}^n \times \mathbb{R}^n \rightarrow \mathbb{R}
The following kernels have been predefined:
.. contents::
:local:
:backlinks: none

Exponential Kernel
------------------

.. function:: ExponentialKernel{T<:FloatingPoint}(κ::BaseKernel{T} = SquaredDistanceKernel(1.0), α::T = one(T), γ::T = one(T))

Expand All @@ -27,6 +32,9 @@ The following kernels have been predefined:
where :math:`\kappa` is a non-negative negative definite kernel. When :math:`\kappa` is the
squared distance kernel, then :math:`k` is the radial basis (Gaussian) kernel.

Rational-Quadratic Kernel
-------------------------

.. function:: RationalQuadraticKernel{T<:FloatingPoint}(
κ::BaseKernel{T} = SquaredDistanceKernel(1.0),
α::T = one(T),
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