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numpy_ml.utils.kernels.rst

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Kernels

A collection of common kernel / similarity functions. All kernels are continuous, bounded, and symmetric real functions which integrate to 1.

LinearKernel

.. autoclass:: numpy_ml.utils.kernels.LinearKernel
    :members:
    :undoc-members:
    :inherited-members:

PolynomialKernel

.. autoclass:: numpy_ml.utils.kernels.PolynomialKernel
    :members:
    :undoc-members:
    :inherited-members:

RBFKernel

.. autoclass:: numpy_ml.utils.kernels.RBFKernel
    :members:
    :undoc-members:
    :inherited-members: