:orphan:

Gaussian Process Regression Examples
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^





.. raw:: html

    <div class="sphx-glr-thumbnails">


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Gaussian Process with noisy output">

.. only:: html

  .. image:: /auto_examples/surrogates/gpr/images/thumb/sphx_glr_plot_gpr_noisy_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_surrogates_gpr_plot_gpr_noisy.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Gaussian Process with noisy output</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Gaussian Process of a sinusoidal function">

.. only:: html

  .. image:: /auto_examples/surrogates/gpr/images/thumb/sphx_glr_plot_gpr_sine_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_surrogates_gpr_plot_gpr_sine.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Gaussian Process of a sinusoidal function</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Gaussian Process with Noise and Constraints">

.. only:: html

  .. image:: /auto_examples/surrogates/gpr/images/thumb/sphx_glr_gpr_constraints_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_surrogates_gpr_gpr_constraints.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Gaussian Process with Noise and Constraints</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Gaussian Process without noise">

.. only:: html

  .. image:: /auto_examples/surrogates/gpr/images/thumb/sphx_glr_plot_gpr_no_noise_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_surrogates_gpr_plot_gpr_no_noise.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Gaussian Process without noise</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Gaussian Process of a custom 2D function">

.. only:: html

  .. image:: /auto_examples/surrogates/gpr/images/thumb/sphx_glr_gpr_custom2D_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_surrogates_gpr_gpr_custom2D.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Gaussian Process of a custom 2D function</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/surrogates/gpr/plot_gpr_noisy
   /auto_examples/surrogates/gpr/plot_gpr_sine
   /auto_examples/surrogates/gpr/gpr_constraints
   /auto_examples/surrogates/gpr/plot_gpr_no_noise
   /auto_examples/surrogates/gpr/gpr_custom2D


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download all examples in Python source code: gpr_python.zip </auto_examples/surrogates/gpr/gpr_python.zip>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download all examples in Jupyter notebooks: gpr_jupyter.zip </auto_examples/surrogates/gpr/gpr_jupyter.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_