How to learn DL
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How should I get started with deep learning? Can someone guide me to Mathematics resources specifically for Deep Learning?
- https://www.quora.com/Whats-the-most-effective-way-to-get-started-with-Deep-Learning
- http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial
- http://www.iro.umontreal.ca/~bengioy/papers/ftml_book.pdf
- earning(深度学习)学习笔记整理系列
caffe install
VS2013配置Caffe卷积神经网络工具(64位Windows 7)——建立工程
Caffe + vs2013 + OpenCV in Windows Tutorial (I) – Setup
Caffe 深度学习框架上手教程
DBN summary
Deep Belief Networks construct beliefs (probablilistical relationships between instances) based on unsupervised data, and then apply those relationships to a problem when presented with supervised data. Basically, learn on unsupervised, where there is more data to learn from, then use on a problem.
深度学习库列表
dl by language
http://www.teglor.com/b/deep-learning-libraries-language-cm569
DL四大“金刚”合照:从左至右依次为Yann Lecun, Geoffrey Hinton, Yoshua Bengio, Andrew Ng.
Xiu-Shen Wei( @南京大学)关于DL的一些内容整理。
http://lamda.nju.edu.cn/weixs/project/CNNTricks/CNNTricks.html
几个常用的DL库
[MatConvNet](http://www.vlfeat.org/matconvnet/)
- Caffe | Deep Learning Framework
- Torch | Scientific computing for LuaJIT.
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