:orphan:

.. _examples-index:

Gallery of Examples
===================



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

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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we calculate dynamic correlations">

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  .. image:: /auto_examples/images/thumb/sphx_glr_calculate_dynamic_correlations_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_calculate_dynamic_correlations.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Calculate dynamic correlations</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we simulate data">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_simulate_data_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_plot_simulate_data.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simulate subject data</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we plot the kernel options provided.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_explore_kernels_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_plot_explore_kernels.py`

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      <div class="sphx-glr-thumbnail-title">Explore kernels</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we load in some example data, and find optimal level weights for decoding.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_decode_by_weighted_level_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_decode_by_weighted_level.py`

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      <div class="sphx-glr-thumbnail-title">Optimized weights by level for decoding</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we load in some example data, and decode by level of higher order correlation.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_decode_by_level_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_decode_by_level.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Decode by level</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates timepoint decoding using hierarchical correlation levels. This simplified version uses synthetic data to ensure reliability.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_decode_by_level_simple_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_decode_by_level_simple.py`

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      <div class="sphx-glr-thumbnail-title">Decode by level (Simple Version)</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/calculate_dynamic_correlations
   /auto_examples/plot_simulate_data
   /auto_examples/plot_explore_kernels
   /auto_examples/decode_by_weighted_level
   /auto_examples/decode_by_level
   /auto_examples/decode_by_level_simple


.. 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: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`


.. only:: html

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

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