RNN Resource

RNN

• Tutorials
  • Illustrated Guide to Recurrent Neural Networks 🔥👍
    • Video Tutorial:

• Implementation

  • min-char-rnn

• Application of RNN:

  • The Unreasonable Effectiveness of Recurrent Neural Networks

LSTM

• Tutorials

  • Understanding LSTM Networks 🔥👍
  • Illustrated Guide to LSTM’s and GRU’s: A step by step explanation 🔥👍
    • Video Tutorial:
  
  

  • 如何从RNN起步，一步一步通俗理解LSTM

  • 通俗有趣地解释RNN和LSTM 🔥👍

• Implementation

  • Deriving LSTM Gradient for Backpropagation

• Deeper understanding

  • Why LSTMs Stop Your Gradients From Vanishing: A View from the Backwards Pass