图解LSTM
Web Page
TensorFlow官方LSTM教程（colah大神Blog）：Understanding LSTM Networks (英文)
简书Not_GOD译文：[译] 理解 LSTM 网络
Wikipedia：Long_short-term_memory
theano官网的LSTM教程+代码：LSTM Networks for Sentiment Analysis
Andrej Karpathy's blog：The Unreasonable Effectiveness of Recurrent Neural Networks
WILDML |
AIDeep LearningNLP：IMPLEMENTING A GRU/LSTM RNN WITH PYTHON AND THEANOSchmidhuber的一个LSTM教程：Long Short-Term Memory: Tutorial on LSTM Recurrent Networks
Nico's blog：Simple LSTM ， Github链接，参考Paper
如何用torch实现一层的lstm：LSTM implementation explained
牛津大学的Nando de Freitas教授的deep learning课程中关于RNN和LSTM的视频和讲义：Lecture 12: Recurrent neural networks and LSTMs
Anyone Can Learn To Code an LSTM-RNN in Python (Part 1: RNN)
Long Short-Term Memory | Neural Computation | MIT Press Journals
Hinton老先生的公开课：Neural Networks for Machine Learning讲LSTM
csdn Blog ：循环神经网络(RNN, Recurrent Neural Networks)介绍
csdn Blog ：LSTM简介以及数学推导(FULL BPTT)
csdn Blog ：论文阅读：A Critical Review of Recurrent Neural Networks for Sequence Learning
Eric Yuan's Blog：Recurrent Neural Networks II — LSTM
Paper
A Critical Review of Recurrent Neural Networks for Sequence Learning arXiv. 1506.00019
Supervised Sequence Labelling with Recurrent Neural Networks (Alex Graves. toronto.)
LONG SHORT-TERM MEMORY cmu. cs.
LSTM: A Search Space Odyssey arXiv. 1503.04069
Neural Turing Machines arXiv. 1410.5401
......(需要大量Paper的可以简信私聊我)
Github Project
Github lstm项目搜索：https://github.com/search?utf8=%E2%9C%93&q=lstm
https://github.com/nicodjimenez/lstm (Python)
https://github.com/lipiji/rnn-theano (Python theno)
https://github.com/dophist/kaldi-lstm (C++ kaldi-lstm)
https://github.com/viorik/ConvLSTM (Lua ConvLSTM)
Implementing Multiple Layer Neural Network from Scratch：
https://github.com/pangolulu/neural-network-from-scratch (Python)
（更新中，欢迎补充！）
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