.. automodule:: skmatter

.. raw:: html

    <div class="container">
        <div class="row">
            <div class="col-sm d-flex">
                <div class="card text-center mb-4" style="background-color: transparent">
                <div class="card-body">
                    <h5 class="card-title" style="margin-top: 0px">


.. only:: html

  :ref:`getting_started-selection`

  .. image:: /examples/selection/images/thumb/sphx_glr_FeatureSelection-WHODataset_thumb.png
    :alt:

.. raw:: html

                    </h5>
                    <p class="card-text">Supervised and unsupervised selection
                    methods based on
                    CUR matrix decomposition and Farthest Point Sampling.</p>
                </div>
                </div>
            </div>
            <div class="col-sm d-flex">
                <div class="card text-center mb-4" style="background-color: transparent">
                <div class="card-body">
                    <h5 class="card-title" style="margin-top: 0px">

.. only:: html

  :ref:`getting_started-pcovr`

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

.. raw:: html

                    </h5>
                    <p class="card-text">Utilises a combination between a PCA-like and a LR-like loss
                    to determine the decomposition matrix to project feature into latent space</p>
                </div>
                </div>
            </div>
            <div class="col-sm d-flex">
                <div class="card text-center mb-4" style="background-color: transparent">
                <div class="card-body">
                    <h5 class="card-title" style="margin-top: 0px">

.. only:: html

  :ref:`getting_started-reconstruction`

  .. image:: /examples/reconstruction/images/thumb/sphx_glr_PlotLFRE_thumb.png
    :alt:

.. raw:: html

                    </h5>
                    <p class="card-text">Error measures for quantifying the
                    linear decodable information capacity between features</p>
                </div>
                </div>
            </div>
        </div>
    </div>
    <br>

.. include:: ../../README.rst
   :start-after: marker-issues
   :end-before: marker-contributing

.. toctree::
  :hidden:

  getting-started
  installation
  references/index
  tutorials
  contributing
  changelog
  bibliography

If you would like to contribute to scikit-matter, check out our :ref:`contributing`
page!