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RNN

Oct 11, 2025 NLP 8 min read

NLP Part 3: RNN and Sequence Modeling

How RNNs, LSTMs, and GRUs process sequences with memory. We derive vanishing gradients from first principles, build a character-level text generator, and implement a Seq2Seq translator in PyTorch.