.. radical.entk documentation master file, created by
   sphinx-quickstart on Sat May 27 18:34:32 2017.
   You can adapt this file completely to your liking, but it should at least
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RADICAL-Ensemble Toolkit
========================

The Ensemble Toolkit is a Python library for developing and executing
large-scale ensemble-based workflows. It is being developed by the
`RADICAL Research Group <http://radical.rutgers.edu/>`_ at Rutgers University.
Ensemble Toolkit is released under the
`MIT License <http://opensource.org/licenses/MIT>`_.

More details about the science enabled by EnTK can be found in the following publications:

* Balasubramanian, Vivek, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Guido Cervone, Jeroen Tromp, and Shantenu Jha. "Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications." 32nd IEEE International Parallel and Distributed Processing Symposium, 2018 (https://arxiv.org/abs/1710.08491)

* Balasubramanian, Vivekanandan, Antons Treikalis, Ole Weidner, and Shantenu Jha. "Ensemble toolkit: Scalable and flexible execution of ensembles of tasks." In Parallel Processing (ICPP), 2016 45th International Conference on, pp. 458-463. IEEE, 2016. (https://arxiv.org/abs/1602.00678v2)


.. note:: Please use the following to reference Ensemble Toolkit

   Balasubramanian, Vivekanandan, Antons Treikalis, Ole Weidner, and Shantenu
   Jha. "Ensemble toolkit: Scalable and flexible execution of ensembles of
   tasks." In Parallel Processing (ICPP), 2016 45th International Conference
   on, pp. 458-463. IEEE, 2016.


**Project Github Page:** https://github.com/radical-cybertools/radical.entk

**Mailing Lists**

* For users: https://groups.google.com/d/forum/ensemble-toolkit-users
* For developers: https://groups.google.com/d/forum/ensemble-toolkit-dev

**Badges**

.. image:: https://github.com/radical-cybertools/radical.entk/actions/workflows/python-app.yml/badge.svg
               :target: https://github.com/radical-cybertools/radical.entk/actions/workflows/python-app.yml
               :alt: Build Status

.. image:: https://codecov.io/gh/radical-cybertools/radical.entk/branch/devel/graph/badge.svg?token=dHn74ChzmX
               :target: https://codecov.io/gh/radical-cybertools/radical.entk
               :alt: Test Coverage

.. image:: https://badge.fury.io/py/radical.entk.svg
               :target: https://badge.fury.io/py/radical.entk
               :alt: PyPI version

.. image:: https://anaconda.org/conda-forge/radical.entk/badges/version.svg
               :target: https://anaconda.org/conda-forge/radical.entk
               :alt: Conda Version

.. image:: https://img.shields.io/pypi/pyversions/radical.entk.svg
               :alt: Python version


.. toctree::
   :maxdepth: 2
   :caption: Contents:

   introduction
   entk
   install
   user_guide
   examples
   advanced_examples
   api
   exceptions
   dev_docs

.. Indices and tables
.. ==================

.. * :ref:`genindex`
.. * :ref:`modindex`
.. * :ref:`search`