Metadata-Version: 1.1
Name: fuel
Version: 0.2.0
Summary: Data pipeline framework for machine learning
Home-page: https://github.com/mila-udem/fuel.git
Author: Universite de Montreal
Author-email: UNKNOWN
License: MIT
Download-URL: https://github.com/mila-udem/fuel/archive/0.2.0tar.gz
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        Fuel
        ====
        
        Fuel provides your machine learning models with the data they need to learn.
        
        * Interfaces to common datasets such as MNIST, CIFAR-10 (image datasets), Google's One Billion Words (text), and many more
        * The ability to iterate over your data in a variety of ways, such as in minibatches with shuffled/sequential examples
        * 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.
        * 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.
        
        Fuel is developed primarily for use by Blocks_, a Theano toolkit that helps you train neural networks.
        
        If you have questions, don't hesitate to write to the `mailing list`_.
        
        Citing Fuel
           If you use Blocks or Fuel in your work, we'd really appreciate it if you could cite the following paper:
           
           Bart van Merriënboer, 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.
            
        Documentation
           Please see the documentation_ for more information.
        
        
        .. _picklable_itertools: http://github.com/dwf/picklable_itertools
        .. _Blocks: http://github.com/mila-udem/blocks
        .. _mailing list: https://groups.google.com/d/forum/fuel-users
        .. _documentation: http://fuel.readthedocs.org/en/latest/
        .. _Blocks and Fuel\: Frameworks for deep learning: http://arxiv.org/abs/1506.00619
Keywords: dataset data iteration pipeline processing
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Utilities
Classifier: Topic :: Scientific/Engineering
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
