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: