.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/generative_models/plot_chung-lu_hypergraph.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_generative_models_plot_chung-lu_hypergraph.py>`
        to download the full example code.

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

.. _sphx_glr_auto_examples_generative_models_plot_chung-lu_hypergraph.py:


=======================
Chung-Lu hypergraph
=======================

Generate a Chung-Lu hypergraph

.. GENERATED FROM PYTHON SOURCE LINES 8-31



.. image-sg:: /auto_examples/generative_models/images/sphx_glr_plot_chung-lu_hypergraph_001.png
   :alt: plot chung lu hypergraph
   :srcset: /auto_examples/generative_models/images/sphx_glr_plot_chung-lu_hypergraph_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import matplotlib.pyplot as plt
    import numpy as np

    import xgi

    # fix random seed for reproducibility
    seed = 42
    rng = np.random.default_rng(seed)

    # specify parameters
    n = 20  # number of nodes
    k1 = {i: int(rng.integers(1, 101)) for i in range(n)}  # degree distribution
    k2 = {i: sorted(k1.values())[i] for i in range(n)}  # degree distribution

    # generate hypergraph
    H = xgi.chung_lu_hypergraph(k1, k2, seed=rng)

    # draw hypergraph
    pos = xgi.barycenter_spring_layout(H, seed=seed)
    xgi.draw(H, pos=pos, alpha=0.3)

    plt.show()


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

   **Total running time of the script:** (0 minutes 0.041 seconds)


.. _sphx_glr_download_auto_examples_generative_models_plot_chung-lu_hypergraph.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: plot_chung-lu_hypergraph.ipynb <plot_chung-lu_hypergraph.ipynb>`

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

      :download:`Download Python source code: plot_chung-lu_hypergraph.py <plot_chung-lu_hypergraph.py>`

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

      :download:`Download zipped: plot_chung-lu_hypergraph.zip <plot_chung-lu_hypergraph.zip>`


.. only:: html

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

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