.. only:: html
.. note::
:class: sphx-glr-download-link-note
Click :ref:`here ` to download the full example code
.. rst-class:: sphx-glr-example-title
.. _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
:alt: 'bmh' style sheet
:class: sphx-glr-single-img
.. code-block:: default
import numpy as np
import matplotlib.pyplot as plt
# Fixing random state for reproducibility
np.random.seed(19680801)
plt.style.use('bmh')
def plot_beta_hist(ax, a, b):
ax.hist(np.random.beta(a, b, size=10000),
histtype="stepfilled", bins=25, alpha=0.8, density=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()
.. _sphx_glr_download_gallery_style_sheets_bmh.py:
.. only :: html
.. container:: sphx-glr-footer
:class: sphx-glr-footer-example
.. container:: sphx-glr-download sphx-glr-download-python
:download:`Download Python source code: bmh.py `
.. container:: sphx-glr-download sphx-glr-download-jupyter
:download:`Download Jupyter notebook: bmh.ipynb `
.. only:: html
.. rst-class:: sphx-glr-signature
Keywords: matplotlib code example, codex, python plot, pyplot
`Gallery generated by Sphinx-Gallery
`_