2015-RECURRENT NEURAL NETWORKS TUTORIAL: Recurrent Neural Networks (RNNs) are popular models that have shown great promise in many NLP tasks. But despite their recent popularity I’ve only found a limited number of resources that throughly explain how RNNs work, and how to implement them. That’s what this tutorial is about. It’s a multi-part series in which I’m planning to cover the following.
Awesome Recurrent Neural Networks:Github 上关于 RNN 的资源集锦
Anyone Can Learn To Code an LSTM-RNN in Python: 简单的以讲解代码为主的 RNN 与 LSTM 入门教程
2018-Understanding The Recurrent Neural Network: What is Recurrent Neural Network (RNN)?
Understanding Long Short-Term Memory Networks (LSTMs): This upgraded version of RNNs solved some of the problems that these networks usually have.