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RNN: Recurrent Neural Networks

RNN Regularazation

• Recurrent Neural Network Regularization - 2015 paper
• Recurrent Neural Network Regularization - SanghyukChun blog
• Classifying Names with a Character-Level RNN - PyTorch Tutorial official site
• Generating Names with a Character-Level RNN - PyTorch Tutorial official site

LSTM

• Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation - 2014 paper
• Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling - 2014 paper
• Sequence Models and Long-Short Term Memory Networks - PyTorch Tutoral offical site

Bi-LSTM

• Advanced: Making Dynamic Decisions and the Bi-LSTM CRF - PyTorch Tutorial official site

GRU

• Translation with a Sequence to Sequence Network and Attention - PyTorch Tutorial official site

LSTM-Regression

• Sequence prediction using recurrent neural networks(LSTM) with TensorFlow - Mourad Mourafiq blog