evostra

Evostra: Evolution Strategy for Python
--------

Evolution Strategy (ES) is an optimization technique based on ideas of adaptation and evolution.
You can learn more about it at https://blog.openai.com/evolution-strategies/

Installation
--------
It's compatible with both python2 and python3.

Install from source:

.. code-block:: bash

    $ python setup.py install

    
Install latest version from git repository using pip:

.. code-block:: bash

    $ pip install git+https://github.com/alirezamika/evostra.git
    
    
Install from PyPI:

.. code-block:: bash

    $ pip install evostra
    
(You may need to use python3 or pip3 for python3)


Sample Usages
--------

`An AI agent learning to play flappy bird using evostra 
<https://github.com/alirezamika/flappybird-es>`_


`An AI agent learning to walk using evostra 
<https://github.com/alirezamika/bipedal-es>`_


How to use
--------

The input weights of the EvolutionStrategy module is a list of arrays (one array with any shape for eac