:orphan:

PCovR and KernelPCovR
=====================



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

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    <div class="sphx-glr-thumbcontainer" tooltip="Choosing Different Regressors for PCovR">

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  .. image:: /examples/pcovr/images/thumb/sphx_glr_PCovR_Regressors_thumb.png
    :alt:

  :ref:`sphx_glr_examples_pcovr_PCovR_Regressors.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Choosing Different Regressors for PCovR</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Construct a PCovR Map">

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  .. image:: /examples/pcovr/images/thumb/sphx_glr_PCovR_thumb.png
    :alt:

  :ref:`sphx_glr_examples_pcovr_PCovR.py`

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      <div class="sphx-glr-thumbnail-title">Construct a PCovR Map</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The Importance of Data Scaling in PCovR / KernelPCovR">

.. only:: html

  .. image:: /examples/pcovr/images/thumb/sphx_glr_PCovR_Scaling_thumb.png
    :alt:

  :ref:`sphx_glr_examples_pcovr_PCovR_Scaling.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">The Importance of Data Scaling in PCovR / KernelPCovR</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The Benefits of Kernel PCovR for the WHO Dataset">

.. only:: html

  .. image:: /examples/pcovr/images/thumb/sphx_glr_PCovR-WHODataset_thumb.png
    :alt:

  :ref:`sphx_glr_examples_pcovr_PCovR-WHODataset.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">The Benefits of Kernel PCovR for the WHO Dataset</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/pcovr/PCovR_Regressors
   /examples/pcovr/PCovR
   /examples/pcovr/PCovR_Scaling
   /examples/pcovr/PCovR-WHODataset


.. 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: pcovr_python.zip </examples/pcovr/pcovr_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: pcovr_jupyter.zip </examples/pcovr/pcovr_jupyter.zip>`


.. only:: html

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

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