..
   Copyright 2021 IRT Saint-Exupéry, https://www.irt-saintexupery.com

   This work is licensed under the Creative Commons Attribution-ShareAlike 4.0
   International License. To view a copy of this license, visit
   http://creativecommons.org/licenses/by-sa/4.0/ or send a letter to Creative
   Commons, PO Box 1866, Mountain View, CA 94042, USA.

.. _gen_surrogate_algos:

Surrogate discipline options
============================


.. _GaussianProcessRegression_surrogate_options:

GaussianProcessRegression
-------------------------

.. autoclass:: gemseo.mlearning.regression.gpr.GaussianProcessRegression
   :noindex:


.. _LinearRegression_surrogate_options:

LinearRegression
----------------

.. autoclass:: gemseo.mlearning.regression.linreg.LinearRegression
   :noindex:


.. _MixtureOfExperts_surrogate_options:

MixtureOfExperts
----------------

.. autoclass:: gemseo.mlearning.regression.moe.MixtureOfExperts
   :noindex:


.. _PCERegression_surrogate_options:

PCERegression
-------------

.. autoclass:: gemseo.mlearning.regression.pce.PCERegression
   :noindex:


.. _PolynomialRegression_surrogate_options:

PolynomialRegression
--------------------

.. autoclass:: gemseo.mlearning.regression.polyreg.PolynomialRegression
   :noindex:


.. _RBFRegression_surrogate_options:

RBFRegression
-------------

.. autoclass:: gemseo.mlearning.regression.rbf.RBFRegression
   :noindex:


.. _RandomForestRegressor_surrogate_options:

RandomForestRegressor
---------------------

.. autoclass:: gemseo.mlearning.regression.random_forest.RandomForestRegressor
   :noindex: