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            "Programming Language :: Python :: 2",
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        "description": ".. image:: https://img.shields.io/coveralls/mila-udem/fuel.svg\n   :target: https://coveralls.io/r/mila-udem/fuel\n\n.. image:: https://travis-ci.org/mila-udem/fuel.svg?branch=master\n   :target: https://travis-ci.org/mila-udem/fuel\n\n.. image:: https://readthedocs.org/projects/fuel/badge/?version=latest\n   :target: https://fuel.readthedocs.org/\n\n.. image:: https://img.shields.io/scrutinizer/g/mila-udem/fuel.svg\n   :target: https://scrutinizer-ci.com/g/mila-udem/fuel/\n\n.. image:: https://requires.io/github/mila-udem/fuel/requirements.svg?branch=master\n   :target: https://requires.io/github/mila-udem/fuel/requirements/?branch=master\n\n.. image:: https://img.shields.io/badge/license-MIT-blue.svg\n   :target: https://github.com/mila-udem/fuel/blob/master/LICENSE\n\nFuel\n====\n\nFuel provides your machine learning models with the data they need to learn.\n\n* Interfaces to common datasets such as MNIST, CIFAR-10 (image datasets), Google's One Billion Words (text), and many more\n* The ability to iterate over your data in a variety of ways, such as in minibatches with shuffled/sequential examples\n* A pipeline of preprocessors that allow you to edit your data on-the-fly, for example by adding noise, extracting n-grams from sentences, extracting patches from images, etc.\n* Ensure that the entire pipeline is serializable with pickle; this is a requirement for being able to checkpoint and resume long-running experiments. For this, we rely heavily on the picklable_itertools_ library.\n\nFuel is developed primarily for use by Blocks_, a Theano toolkit that helps you train neural networks.\n\nIf you have questions, don't hesitate to write to the `mailing list`_.\n\nCiting Fuel\n   If you use Blocks or Fuel in your work, we'd really appreciate it if you could cite the following paper:\n   \n   Bart van Merri\u00ebnboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, and Yoshua Bengio, \"`Blocks and Fuel: Frameworks for deep learning`_,\" *arXiv preprint arXiv:1506.00619 [cs.LG]*, 2015.\n    \nDocumentation\n   Please see the documentation_ for more information.\n\n\n.. _picklable_itertools: http://github.com/dwf/picklable_itertools\n.. _Blocks: http://github.com/mila-udem/blocks\n.. _mailing list: https://groups.google.com/d/forum/fuel-users\n.. _documentation: http://fuel.readthedocs.org/en/latest/\n.. _Blocks and Fuel\\: Frameworks for deep learning: http://arxiv.org/abs/1506.00619",
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