├── Character-Level LSTM with PyTorch.ipynb ├── LSTM Speech Tagging with PyTorch.ipynb ├── RNN-LSTM Structure.ipynb ├── assets ├── charRNN.png ├── charRNN@0.5x.png ├── charseq.jpeg ├── sequence_batching.png └── sequence_batching@1x.png ├── data └── anna.txt └── images ├── lstm_simple_ex.png └── speech_tagger.png /Character-Level LSTM with PyTorch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/Character-Level LSTM with PyTorch.ipynb -------------------------------------------------------------------------------- /LSTM Speech Tagging with PyTorch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/LSTM Speech Tagging with PyTorch.ipynb -------------------------------------------------------------------------------- /RNN-LSTM Structure.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/RNN-LSTM Structure.ipynb -------------------------------------------------------------------------------- /assets/charRNN.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/assets/charRNN.png -------------------------------------------------------------------------------- /assets/charRNN@0.5x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/assets/charRNN@0.5x.png -------------------------------------------------------------------------------- /assets/charseq.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/assets/charseq.jpeg -------------------------------------------------------------------------------- /assets/sequence_batching.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/assets/sequence_batching.png -------------------------------------------------------------------------------- /assets/sequence_batching@1x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/assets/sequence_batching@1x.png -------------------------------------------------------------------------------- /data/anna.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/data/anna.txt -------------------------------------------------------------------------------- /images/lstm_simple_ex.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/images/lstm_simple_ex.png -------------------------------------------------------------------------------- /images/speech_tagger.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeanManager/NLP-PyTorch/HEAD/images/speech_tagger.png --------------------------------------------------------------------------------