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Recurrent Networks

RNN, LSTM, GRU, bidirectional — the architectures that ruled NLP before transformers.

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  1. 1. Simple RNN Cell
  2. 2. LSTM Cell
  3. 3. GRU Cell
  4. 4. Bidirectional RNN
  5. 5. Sequence Classifier
  6. 6. Train RNN Language Model