Long Short-Term Memory Networks (LSTMs)
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01. Intro to LSTM
02. RNN vs LSTM
03. Basics of LSTM
04. Architecture of LSTM
05. Notebook: LSTM Structure and Hidden State, PyTorch
06. The Learn Gate
07. The Forget Gate
08. The Remember Gate
09. The Use Gate
10. Putting it All Together
11. Quiz
12. Notebook: LSTM for Part of Speech Tagging
13. Character-Level RNN
14. Sequence Batching
15. Notebook: Character-Level LSTM
16. Other architectures
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02. RNN vs LSTM
RNN Vs LSTM
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