├── .gitignore ├── Dockerfile ├── README.md ├── data └── README.md ├── day_1 ├── 0_Using_Pretrained_Embeddings.ipynb ├── 1_PyTorch_Basics.ipynb ├── 2_classify_names_with_MLP.ipynb ├── 3_Chinese_document_classification.ipynb ├── figures │ └── intro_to_pytorch │ │ ├── computational_graph_backward.svg │ │ ├── computational_graph_forward.svg │ │ ├── pytorch_variable.svg │ │ └── tensors.svg └── vocabulary.py ├── day_2 ├── 00-Load-Vectorize-Generate-And-Sequences-as-Tensors.ipynb ├── 01-Char-RNN-Classify-Surnames.ipynb ├── 02-Char-RNN-Predict-Surnames.ipynb ├── 03-Char-RNN-Conditionally-Predict-Surnames.ipynb ├── 04-Word-RNN-Trump-Generator.ipynb ├── Amazon-Reviews.ipynb └── vocabulary.py ├── docs ├── .gitignore ├── Makefile ├── conf.py ├── day1 │ ├── index.rst │ ├── solutions.rst │ └── takehome.rst ├── day2 │ ├── adventures │ │ ├── conv_then_rnn.rst │ │ ├── index.rst │ │ ├── interpolation.rst │ │ ├── lookups.rst │ │ └── lvg.rst │ ├── failfastprototypemode.rst │ ├── patterns │ │ ├── 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