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Chapter 7: Application to partial differential equations
========================================================

This gallery contains examples and tutorials for Chapter 7. The examples demonstrate how to use
the CodPy library for various machine learning and regression tasks.

Each example includes code and outputs, such as plots or results, to help you understand
how the library works.

Below are the examples for this chapter:


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="7.01 Inverse Laplace Operator">

.. only:: html

  .. image:: /auto_ch7/images/thumb/sphx_glr_ch7_invLaplace_thumb.png
    :alt:

  :ref:`sphx_glr_auto_ch7_ch7_invLaplace.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">7.01 Inverse Laplace Operator</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="7.02 Denoising">

.. only:: html

  .. image:: /auto_ch7/images/thumb/sphx_glr_ch7_denoising_thumb.png
    :alt:

  :ref:`sphx_glr_auto_ch7_ch7_denoising.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">7.02 Denoising</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="7.03 Heat Equation">

.. only:: html

  .. image:: /auto_ch7/images/thumb/sphx_glr_ch7_heat_eq_thumb.png
    :alt:

  :ref:`sphx_glr_auto_ch7_ch7_heat_eq.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">7.03 Heat Equation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="7.04 Lagrange Heat Equation">

.. only:: html

  .. image:: /auto_ch7/images/thumb/sphx_glr_ch7_heatLagrange_thumb.png
    :alt:

  :ref:`sphx_glr_auto_ch7_ch7_heatLagrange.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">7.04 Lagrange Heat Equation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="7.05 Convex Hull Algorithm">

.. only:: html

  .. image:: /auto_ch7/images/thumb/sphx_glr_ch7_convexHull_thumb.png
    :alt:

  :ref:`sphx_glr_auto_ch7_ch7_convexHull.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">7.05 Convex Hull Algorithm</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="7.06 Automatic Differentiation">

.. only:: html

  .. image:: /auto_ch7/images/thumb/sphx_glr_ch7_AAD_thumb.png
    :alt:

  :ref:`sphx_glr_auto_ch7_ch7_AAD.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">7.06 Automatic Differentiation</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_ch7/ch7_invLaplace
   /auto_ch7/ch7_denoising
   /auto_ch7/ch7_heat_eq
   /auto_ch7/ch7_heatLagrange
   /auto_ch7/ch7_convexHull
   /auto_ch7/ch7_AAD



.. only:: html

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

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