PyAPEMoST
=======================================

.. toctree::
   pyapemost_run
   pyapemost_analyse
   pyapemost_watch

.. automodule:: pyapemost

Demo program for PyAPEMoST
-------------------------------

Take a look at, and run `pyapemost_demo.py <https://github.com/JohannesBuchner/PyMultiNest/blob/master/pyapemost_demo.py>`_

Input and observed noisy data
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

.. image:: _static/data.*

Marginals after analysis with APEMoST
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

.. image:: _static/marginals.*

As you see, the parameters are nicely recovered even from this very noisy data.

Visited points
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

.. image:: _static/chain0.*
	:scale: 50%
	:target: _static/chain0.pdf