.. _sphx_glr_auto_examples_plot_model.py:


=============================
Load and plot a model
=============================

Here we load the example model, and then plot it along with the locations.





.. rst-class:: sphx-glr-horizontal


    *

      .. image:: /auto_examples/images/sphx_glr_plot_model_001.png
            :scale: 47

    *

      .. image:: /auto_examples/images/sphx_glr_plot_model_002.png
            :scale: 47





.. code-block:: python


    # Code source: Lucy Owen & Andrew Heusser
    # License: MIT

    import supereeg as se
    import numpy as np

    # load example model
    model = se.load('example_model')

    # loading older models
    num = se.load('example_model', field='numerator')
    denom = se.load('example_model', field='denominator')
    locs = se.load('example_model', field='locs')
    n_subs = se.load('example_model', field='n_subs')

    # create new model from old data
    new_model = se.Model(data=np.divide(num, denom), locs=locs, n_subs=n_subs)

    # these should be the same
    assert np.allclose(new_model.get_model(), model.get_model())

    # plot it
    model.plot_data(xticklabels=False, yticklabels=False)

    # plot locations
    model.plot_locs()

**Total running time of the script:** ( 0 minutes  0.573 seconds)



.. only :: html

 .. container:: sphx-glr-footer


  .. container:: sphx-glr-download

     :download:`Download Python source code: plot_model.py <plot_model.py>`



  .. container:: sphx-glr-download

     :download:`Download Jupyter notebook: plot_model.ipynb <plot_model.ipynb>`


.. only:: html

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

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