..
    We are putting the title as a raw HTML so that it doesn't appear in
    the contents

.. container:: index-paragraph

    Nilearn enables **approachable and versatile analyses of brain
    volumes**. It provides statistical and machine-learning tools, with
    **instructive documentation & open community**.

    It supports general linear model (GLM) based analysis and leverages the `scikit-learn <http://scikit-learn.org>`__ Python toolbox
    for multivariate statistics with applications such as predictive modelling,
    classification, decoding, or connectivity analysis.

    Nilearn now includes the functionality of `Nistats <https://nistats.github.io>`_.
    :ref:`Here's a guide to replacing Nistats imports to work in Nilearn. <nistats_migration>`


.. Here we are building the carousel

.. |glass_brain| image:: auto_examples/01_plotting/images/sphx_glr_plot_demo_glass_brain_002.png
   :target: auto_examples/01_plotting/plot_demo_glass_brain.html

.. |connectome| image:: auto_examples/03_connectivity/images/sphx_glr_plot_inverse_covariance_connectome_004.png
     :target: auto_examples/03_connectivity/plot_inverse_covariance_connectome.html

.. |surface_plot| image:: auto_examples/01_plotting/images/sphx_glr_plot_3d_map_to_surface_projection_001.png
     :target: auto_examples/01_plotting/plot_3d_map_to_surface_projection.html

.. |haxby_weights| image:: auto_examples/02_decoding/images/sphx_glr_plot_haxby_anova_svm_001.png
   :target: auto_examples/plot_decoding_tutorial.html

.. |oasis_weights| image:: auto_examples/02_decoding/images/sphx_glr_plot_oasis_vbm_002.png
   :target: auto_examples/02_decoding/plot_oasis_vbm.html

.. |rest_parcellations| image:: auto_examples/03_connectivity/images/sphx_glr_plot_data_driven_parcellations_001.png
   :target: auto_examples/03_connectivity/plot_data_driven_parcellations.html

.. |canica| image:: auto_examples/03_connectivity/images/sphx_glr_plot_compare_decomposition_011.png
   :target: auto_examples/03_connectivity/plot_compare_decomposition.html

.. |tvl1_haxby| image:: auto_examples/02_decoding/images/sphx_glr_plot_haxby_frem_001.png
   :target: auto_examples/02_decoding/plot_haxby_frem.html

.. |searchlight| image:: auto_examples/02_decoding/images/sphx_glr_plot_haxby_searchlight_001.png
   :target: auto_examples/02_decoding/plot_haxby_searchlight.html

.. raw:: html

   <div id="index-grid" class="section group">
    <div class="col span_1_of_3">
        <h3><a
        href="introduction.html#python-for-neuroimaging-a-quick-start">First Steps</a></h3>
        <p>Get started with nilearn</p>

        <h3><a href="auto_examples/index.html"> Examples</a></h3>
        <p>Visit our example gallery</p>
        <h3><a href="user_guide.html"> User Guide</a></h3>
        <p>Browse the full documentation</p>
    </div>
    <div class="col span_2_of_3">
    <div class="jcarousel-wrapper">
    <div class="jcarousel">

* |glass_brain|

* |surface_plot|

* |oasis_weights|

* |connectome|

* |rest_parcellations|

* |canica|

* |tvl1_haxby|

* |haxby_weights|

* |searchlight|

.. raw:: html

            </div>

        <a href="#" class="jcarousel-control-prev">&lsaquo;</a>
        <a href="#" class="jcarousel-control-next">&rsaquo;</a>

        <p class="jcarousel-pagination">

        </p>

        </div>
        </div>

   </div>
   <div style="clear: left"></div>

.. toctree::
   :hidden:

   nistats_migration.rst
   authors.rst
   user_guide.rst
   auto_examples/index.rst
   changes/whats_new.rst
   development.rst
   maintenance.rst
   glossary.rst

Nilearn is part of the `NiPy ecosystem <http://nipy.org>`_.