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.. _gaussian_process_ref:


sklearn.gaussian_process
========================

.. automodule:: sklearn.gaussian_process


**User guide.** See the :ref:`gaussian_process` section for further details.









.. autosummary::
  :nosignatures:
  :toctree: ../modules/generated/
  :template: base.rst


  GaussianProcessClassifier
  GaussianProcessRegressor


.. _gaussian_process_ref-kernels:



Kernels
-------



.. automodule:: sklearn.gaussian_process.kernels

.. currentmodule:: sklearn.gaussian_process


.. autosummary::
  :nosignatures:
  :toctree: ../modules/generated/
  :template: base.rst


  kernels.CompoundKernel
  kernels.ConstantKernel
  kernels.DotProduct
  kernels.ExpSineSquared
  kernels.Exponentiation
  kernels.Hyperparameter
  kernels.Kernel
  kernels.Matern
  kernels.PairwiseKernel
  kernels.Product
  kernels.RBF
  kernels.RationalQuadratic
  kernels.Sum
  kernels.WhiteKernel