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Lists
- https://github.com/ChristosChristofidis/awesome-deep-learning
- https://github.com/ChristosChristofidis/awesome-public-datasets
- https://github.com/prakhar1989/awesome-courses
- https://github.com/sindresorhus/awesome
- https://github.com/bayandin/awesome-awesomeness
- http://jiwonkim.org/awesome-rnn/
- http://memkite.com/deep-learning-bibliography/
- https://github.com/ty4z2008/Qix
- https://github.com/memect/hao/tree/master/awesome
- http://meta-guide.com/software-meta-guide/100-best-github-deep-learning/
- https://github.com/solarlee/Awesome-People-in-Computer-Vision
- https://github.com/Flowerowl/Big-Data-Resources
- https://github.com/donnemartin/data-science-ipython-notebooks
- http://dustintran.com/blog/video-resources-for-machine-learning/
- https://github.com/terryum/awesome-deep-learning-papers
- https://github.com/kjw0612/awesome-rnn
- https://github.com/josephmisiti/awesome-machine-learning
- https://github.com/karthikncode/nlp-datasets
- http://deeplearning.net/reading-list/
- http://deeplearning.net/reading-list/tutorials/
- http://deeplearning.net/datasets/
- http://deeplearning.net/software_links/
- http://venturebeat.com/2015/11/14/deep-learning-frameworks/
- https://medium.com/@abduljaleel/deep-machine-learning-libraries-and-frameworks-5fdf2bb6bfbe
- https://developer.nvidia.com/deep-learning-courses
- http://www.teglor.com/b/deep-learning-libraries-language-cm569/
- http://blog.csdn.net/qq_26898461/article/details/48804717
- http://machinelearningmastery.com/best-machine-learning-resources-for-getting-started/
- http://blog.jobbole.com/56256/
- http://www.datasciencecentral.com/profiles/blogs/30-great-resources-and-articles
- http://stackabuse.com/the-best-machine-learning-libraries-in-python/
- https://www.quora.com/profile/Eren-Golge/Machine-Learning/Some-of-useful-machine-learning-resources-from-beginner-to-intermediate
- https://github.com/BinbinBian/Awesome-Code
- http://ujjwalkarn.github.io/Machine-Learning-Tutorials/
- https://github.com/ujjwalkarn/Machine-Learning-Tutorials
- https://github.com/jbhuang0604/awesome-computer-vision
- https://github.com/kjw0612/awesome-deep-vision
- https://github.com/hwalsuklee/awesome-deep-vision-web-demo
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Books
- http://www.deeplearningbook.org/
- https://github.com/HFTrader/DeepLearningBook
- http://research.microsoft.com/apps/pubs/default.aspx?id=263693
- http://research.microsoft.com/apps/pubs/default.aspx?id=209355
- http://research.microsoft.com/pubs/209355/DeepLearning-NowPublishing-Vol7-SIG-039.pdf
- http://neuralnetworksanddeeplearning.com/
- https://www.gitbook.com/book/tigerneil/neural-networks-and-deep-learning-zh
- https://github.com/tigerneil/neural-networks-and-deep-learning-zh-cn
- https://web.stanford.edu/group/pdplab/pdphandbook/
- https://web.stanford.edu/group/pdplab/pdphandbook/handbook.pdf
- http://artint.info/html/ArtInt.html
- http://download.csdn.net/download/ramissue/9225945
- https://github.com/rasbt/python-machine-learning-book
- https://github.com/hangtwenty/dive-into-machine-learning
- https://lingfeiw.gitbooks.io/data-mining-in-social-science/content/
- http://blog.csdn.net/u012162613/article/details/43157801
- http://blog.csdn.net/zouxy09/article/details/8781543
- http://blog.csdn.net/whiteinblue/article/details/43083815
- http://www.datasciencecentral.com/profiles/blogs/10-free-machine-learning-books
- https://gist.github.com/bishboria/8326b17bbd652f34566a
- http://mpitutorial.com/tutorials/
- http://www.allitebooks.com/
- http://python.swaroopch.com/
- https://github.com/onion7878/A-Byte-of-Python-CN
- http://www.kuqin.com/abyteofpython_cn/
- http://cvn.ecp.fr/personnel/iasonas/deeplearning.html
- https://machine-learning-python.kspax.io/
- https://www.whitman.edu/mathematics/calculus/
- http://xillybus.com/tutorials
- http://alas.matf.bg.ac.rs/manuals/lspe/0789722410
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Benchmarks