Useful Links for Deep Learning
2016-04-08 20:48
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Useful Links for Deep Learning
收集并记录几个DL相关的链接，备查，持续更新。Video
CVPR2015 oral presentation on techtalkColletction
RNN & LSTM – Including: Types, Tutorials, Train RNN, Attention Models, Papers, Projects, Blogs and ResourcesRandom Thoughts: Learning Deep Learning
Site
deeplearninig.netUFLDL(old), UFLDL(new)
Book
Deep Learnig book– by Yoshua Bengio etc.Neural Networks and Deep Learning – by Michael Nielsen
Tutorial
TensorFlow tutorialsA Tutorial on Deep Learning, lecture video
Deep Learninig Tutorial–University of Montreal
Course
Stanford AI LabMontreal Deep Learning Summer School 2015
机器学习中使用的神经网络–by Hinton
some video collection访问密码 4055
CS231n Convolutional Neural Networks for Visual Recognition
OXFORD Machine Learning Course 2014-2015
cs224d Deep Learning for NLP
ELEG 5040: Advanced Topics in Signal Processing (Introduction to Deep Learning)–The Chinese University of Hong Kong - Spring 2015
Post
CNNTricks–by Xiu-Shen Wei深度学习之常见五tricks
Deep Learning Resorces1
Deep Learning Resources2
An overview of gradient descent optimization algorithms
Deep Learning Glossary
Open Source
Keras–基于theano的已用的深度学习框架Tensorflow–by Google
10 Most Popular Deep Learning Libraries Started in 2015
RSS
机器学习日报
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