├── .gitattributes ├── .gitignore ├── Chapter02 ├── 1-simple.py ├── 2-multi.py ├── 3-cnn.py ├── 4-plot.py ├── 5-cnn-with-dropout.py ├── 6-display-activation-functions.py └── README.md ├── Chapter03 ├── 1-train-CBOW.py ├── 2-plot.py ├── 3-evaluate.py ├── README.md ├── model.py ├── questions-words.txt └── utils.py ├── Chapter04 ├── README.md ├── data │ └── tiny-shakespear.txt ├── hidden_size.png ├── load.py ├── lstm_h500_e150_voc1500.png ├── lstm_h500_e150_voc9000.png ├── models.png ├── models │ ├── __init__.py │ ├── gru.py │ ├── lstm.py │ └── simple.py ├── plot.py ├── predict.py ├── train.py └── utils.py ├── Chapter05 ├── README.md ├── bilstm.py ├── download_tweets.py ├── sem_eval2103.dev ├── sem_eval2103.test └── sem_eval2103.train ├── Chapter06 ├── 1-train-mnist.py ├── 2-stn-cnn-mnist.py ├── 3-recurrent-stn-mnist.py ├── 4-train_unsupervised.py ├── README.md ├── confusionmatrix.py ├── create_mnist_sequence.py ├── mnist_cnn.py ├── plot_crops.py └── plot_data.py ├── Chapter10 ├── .gitignore ├── README.md ├── data │ ├── __init__.py │ ├── ptb.test.txt │ ├── ptb.train.txt │ ├── ptb.valid.txt │ └── reader.py ├── models │ ├── __init__.py │ ├── linear.py │ ├── lstm.py │ ├── rhn.py │ ├── rnn.py │ └── stacked.py ├── train.py └── utils.py ├── Chapter11 ├── 0-gym-api.py ├── 1-train.py ├── 2-play.py ├── README.md ├── model.py └── requirements.txt ├── Chapter12 ├── .gitignore ├── 1-rbm.py ├── 2-train_dcgan.py ├── README.md ├── lib │ ├── __init__.py │ ├── data_utils.py │ ├── inits.py │ ├── metrics.py │ ├── rng.py │ ├── updates.py │ └── vis.py ├── requirements.txt └── utils.py ├── Chapter13 ├── 1-python-op.py ├── 2-pygpu-example.py ├── 3-python-gpu-op.py ├── 4-C-cpu-op.py ├── 5-C-gpu-op.py ├── 5a-C-gpu-op-from-theano.py ├── 7-google-cloud │ ├── __init__.py │ ├── bilstm.py │ ├── cloudml-gpu.yaml │ └── data │ │ ├── sem_eval2103.dev │ │ ├── sem_eval2103.test │ │ └── sem_eval2103.train ├── README.md └── setup.py ├── LICENSE └── README.md /.gitattributes: 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