

.. _sphx_glr_gallery_style_sheets_bmh.py:


========================================
Bayesian Methods for Hackers style sheet
========================================

This example demonstrates the style used in the Bayesian Methods for Hackers
[1]_ online book.

.. [1] http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/





.. image:: /gallery/style_sheets/images/sphx_glr_bmh_001.png
    :align: center





.. code-block:: python

    from numpy.random import beta
    import matplotlib.pyplot as plt


    plt.style.use('bmh')


    def plot_beta_hist(ax, a, b):
        ax.hist(beta(a, b, size=10000), histtype="stepfilled",
                bins=25, alpha=0.8, normed=True)


    fig, ax = plt.subplots()
    plot_beta_hist(ax, 10, 10)
    plot_beta_hist(ax, 4, 12)
    plot_beta_hist(ax, 50, 12)
    plot_beta_hist(ax, 6, 55)
    ax.set_title("'bmh' style sheet")

    plt.show()

**Total running time of the script:** ( 0 minutes  0.035 seconds)



.. container:: sphx-glr-footer


  .. container:: sphx-glr-download

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



  .. container:: sphx-glr-download

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

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

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