Examples
========

The following examples are available in a checkout of the repository
in the ``examples/`` directory.

MCMC
----

.. plot:: ../examples/markov_chain.py

PMC
---

Serial
^^^^^^

.. plot:: ../examples/pmc.py

Parallel
^^^^^^^^

.. plot:: ../examples/pmc_mpi.py

Grouping by Gelman-Rubin R value
--------------------------------

.. plot:: ../examples/r_group.py

Variational Bayes
-----------------

.. plot:: ../examples/variational.py

.. _ex-mix-red:

Mixture reduction
-----------------

.. plot:: ../examples/mixture_reduction.py

.. _ex-mcmc-vb:

MCMC + variational Bayes
------------------------

.. plot:: ../examples/uniting_markov_chains_and_variational_bayes.py