├── .gitignore ├── Appendix └── legacy.py ├── Chapter01 ├── keras_MINST_V1.py ├── keras_MINST_V2.py ├── keras_MINST_V3.py └── keras_MINST_V4.py ├── Chapter02 ├── cifar10_architecture.json ├── keras_Azure.py └── keras_VGG16_prebuilt.py ├── Chapter03 ├── keras_CIFAR10_V1.py ├── keras_CIFAR10_simple.py ├── keras_EvaluateCIFAR10.py ├── keras_LeNet.py └── keras_VGG16.py ├── Chapter04 ├── Chapter04.ipynb ├── cifar10 │ ├── Chapter04_cifar10.ipynb │ ├── cifar10_utils.py │ ├── example_gan_cifar10.py │ ├── example_gan_convolutional.py │ └── image_utils.py ├── dcgan.py ├── legacy.py └── wavnet │ ├── dataset.py │ ├── vctk │ └── download_vctk.sh │ ├── wavenet.py │ └── wavenet_utils.py ├── Chapter05 ├── data_download_glove.sh ├── data_download_text8.sh ├── finetune_glove_embeddings.py ├── finetune_glove_embeddings_tensorboard_embedding.py ├── finetune_word2vec_embeddings.py ├── finetune_word2vec_embeddings_tensorboard_embedding.py ├── keras_cbow.py ├── keras_skipgram.py ├── learn_embedding_from_scratch.py ├── learn_embedding_from_scratch_tensorboard_embedding.py ├── make_tensorboard.py ├── skipgram_example.py ├── transfer_glove_embeddings.py ├── transfer_glove_embeddings_tensorboard_embedding.py ├── transfer_word2vec_embeddings.py ├── transfer_word2vec_embeddings_tensorboard_embedding.py ├── word2vec_cbow.py ├── word2vec_gensim.py └── word2vec_skipgram.py ├── Chapter06 ├── alice_chargen_rnn.py ├── econs_data.py ├── econs_stateful.py ├── pos-tagging-explore.py ├── pos_tagging_data.py ├── pos_tagging_gru.py ├── treebank_data.py ├── treebank_pos_gru.py ├── treebank_pos_lstm.py └── umich_sentiment_lstm.py ├── Chapter07 ├── air-quality-regression.py ├── data_download_question_answer.sh ├── deep-dream.py ├── func-api-func.py ├── func-api-multi.py ├── func-api-seq.py ├── make_tensorboard.py ├── mem-network.py ├── sent-thoughts-parse.py ├── sent-thoughts-rnn.py ├── style-transfer.py └── tf-keras-func.py ├── Chapter08 ├── game.py ├── game_screenshots.py ├── 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