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@@ -111,16 +111,15 @@ Recognition](http://nlp.stanford.edu/~socherr/pa4_ner.pdf) [zip](http://nlp.stan
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5. [Caffe DockerFile](https://registry.hub.docker.com/u/tleyden5iwx/caffe/)
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6. [TorontoDeepLEarning convnet](https://github.com/TorontoDeepLearning/convnet)
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7. [Vision data sets](http://www.cs.cmu.edu/~cil/v-images.html)
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-8. [Fantastic Torch Tutorial](http://code.cogbits.com/wiki/doku.php)
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-9. [gfx.js](https://github.com/clementfarabet/gfx.js)
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-10. [Torch7 Cheat sheet](https://github.com/torch/torch7/wiki/Cheatsheet)
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-11. [Misc from MIT's 'Advanced Natural Language Processing' course] (http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-864-advanced-natural-language-processing-fall-2005/)
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-12. [Misc from MIT's 'Machine Learning' course](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-867-machine-learning-fall-2006/lecture-notes/)
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-13. [Misc from MIT's 'Networks for Learning: Regression and Classification' course](http://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-520-a-networks-for-learning-regression-and-classification-spring-2001/)
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-14. [Misc from MIT's 'Neural Coding and Perception of Sound' course](http://ocw.mit.edu/courses/health-sciences-and-technology/hst-723j-neural-coding-and-perception-of-sound-spring-2005/index.htm)
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-15. [Implementing a Distributed Deep Learning Network over Spark](http://www.datasciencecentral.com/profiles/blogs/implementing-a-distributed-deep-learning-network-over-spark)
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-16. [A chess AI that learns to play chess using deep learning.](https://github.com/erikbern/deep-pink)
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-17. [Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind] (https://github.com/kristjankorjus/Replicating-DeepMind)
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+8. [gfx.js](https://github.com/clementfarabet/gfx.js)
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+9. [Torch7 Cheat sheet](https://github.com/torch/torch7/wiki/Cheatsheet)
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+10. [Misc from MIT's 'Advanced Natural Language Processing' course] (http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-864-advanced-natural-language-processing-fall-2005/)
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+11. [Misc from MIT's 'Machine Learning' course](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-867-machine-learning-fall-2006/lecture-notes/)
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+12. [Misc from MIT's 'Networks for Learning: Regression and Classification' course](http://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-520-a-networks-for-learning-regression-and-classification-spring-2001/)
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+13. [Misc from MIT's 'Neural Coding and Perception of Sound' course](http://ocw.mit.edu/courses/health-sciences-and-technology/hst-723j-neural-coding-and-perception-of-sound-spring-2005/index.htm)
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+14. [Implementing a Distributed Deep Learning Network over Spark](http://www.datasciencecentral.com/profiles/blogs/implementing-a-distributed-deep-learning-network-over-spark)
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+15. [A chess AI that learns to play chess using deep learning.](https://github.com/erikbern/deep-pink)
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+16. [Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind] (https://github.com/kristjankorjus/Replicating-DeepMind)
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