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Toy models
===========

[Section in process...]

In the directory **simplemc** you can run a set of toy models in order to test the nested samplers. 

Usage:

.. code-block:: bash

   python toyModels.py sampler toymodel nlivepoints accuracy

where sampler is one of the nested samplers avaiable in SuperMC and toymodel is one of {egg, ring, square, gauss, shells, square}.


For example, in the SimpleMC directory, you can run:

.. code-block:: bash
   :linenos:
   
   python examples/toyModels.py egg mnest 50 0.5


As output you will obtain a text file with the samples, a summary and a plot. 

.. figure:: img/egg_mnest_50_0.6_2D.png


**Other toy models:**

.. figure:: img/toymodels.png