.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/visualize/plot_sync_panel.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_auto_examples_visualize_plot_sync_panel.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_visualize_plot_sync_panel.py:


Time series and order parameter
================================

:func:`~hypersynchronization.plot_sync` combines the oscillator time series,
the order parameters R1 and R2, and phase snapshots at t=0 and t=T.

.. GENERATED FROM PYTHON SOURCE LINES 8-35



.. image-sg:: /auto_examples/visualize/images/sphx_glr_plot_sync_panel_001.png
   :alt: plot sync panel
   :srcset: /auto_examples/visualize/images/sphx_glr_plot_sync_panel_001.png
   :class: sphx-glr-single-img





.. code-block:: Python

    import matplotlib.pyplot as plt
    import numpy as np
    import xgi

    import hypersynchronization as hs

    N = 20
    rng = np.random.default_rng(42)

    H = xgi.complete_hypergraph(N, max_order=2)
    links = H.edges.filterby("order", 1).members()
    triangles = H.edges.filterby("order", 2).members()

    thetas, times = hs.simulate_kuramoto(
        H,
        omega=rng.normal(0, 0.1, N),
        theta_0=hs.generate_state(N, kind="random", seed=42),
        t_end=30,
        dt=0.1,
        rhs=hs.rhs_23_sym,
        integrator="RK45",
        args=(2.0, 1.0, links, triangles),
    )

    fig, axs = hs.plot_sync(thetas, times)
    plt.tight_layout()
    plt.show()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 0.632 seconds)


.. _sphx_glr_download_auto_examples_visualize_plot_sync_panel.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

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

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

    .. container:: sphx-glr-download sphx-glr-download-python

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

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_sync_panel.zip <plot_sync_panel.zip>`


.. only:: html

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

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