probnum.kernels¶
Kernels or covariance functions.
Kernels describe the spatial or temporal variation of a random process. If evaluated at two sets of points a kernel is defined as the covariance of the values of the random process at these locations.
Classes¶
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(Cross-)covariance function(s) |
Mixin for isotropic kernels. |
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White noise kernel. |
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Linear kernel. |
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Polynomial kernel. |
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Exponentiated quadratic / RBF kernel. |
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Rational quadratic kernel. |
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Matern kernel. |