├── 2017 ├── README.md ├── assignments │ ├── chatbot │ │ ├── README.md │ │ ├── chatbot.py │ │ ├── config.py │ │ ├── data.py │ │ ├── model.py │ │ └── output_convo.txt │ ├── exercises │ │ ├── e01.py │ │ └── e01_sol.py │ ├── style_transfer │ │ ├── content │ │ │ ├── deadpool.jpg │ │ │ └── resized_deadpool.jpg │ │ ├── readme.md │ │ ├── style_transfer.py │ │ ├── styles │ │ │ ├── guernica.jpg │ │ │ ├── harlequin.jpg │ │ │ ├── pattern.jpg │ │ │ ├── resized_guernica.jpg │ │ │ └── starry_night.jpg │ │ ├── utils.py │ │ └── vgg_model.py │ └── style_transfer_starter │ │ ├── content │ │ ├── deadpool.jpg │ │ └── resized_deadpool.jpg │ │ ├── readme.md │ │ ├── style_transfer.py │ │ ├── styles │ │ ├── guernica.jpg │ │ ├── harlequin.jpg │ │ ├── pattern.jpg │ │ ├── resized_guernica.jpg │ │ └── starry_night.jpg │ │ ├── utils.py │ │ └── vgg_model.py ├── data │ ├── arvix_abstracts.txt │ ├── fire_theft.xls │ ├── friday.jpg │ ├── friday.tfrecord │ ├── heart.csv │ └── heart.txt ├── examples │ ├── 02_feed_dict.py │ ├── 02_lazy_loading.py │ ├── 02_simple_tf.py │ ├── 02_variables.py │ ├── 03_linear_regression_sol.py │ ├── 03_linear_regression_starter.py │ ├── 03_logistic_regression_mnist_sol.py │ ├── 03_logistic_regression_mnist_starter.py │ ├── 04_word2vec_no_frills.py │ ├── 04_word2vec_starter.py │ ├── 04_word2vec_visualize.py │ ├── 05_csv_reader.py │ ├── 05_randomization.py │ ├── 07_basic_filters.py │ ├── 07_convnet_mnist.py │ ├── 07_convnet_mnist_starter.py │ ├── 09_queue_example.py │ ├── 09_tfrecord_example.py │ ├── 11_char_rnn_gist.py │ ├── autoencoder │ │ ├── autoencoder.py │ │ ├── layer_utils.py │ │ ├── layers.py │ │ ├── train.py │ │ ├── utils.py │ │ └── vis │ │ │ ├── test_1.png │ │ │ ├── test_10.png │ │ │ ├── test_2.png │ │ │ ├── test_3.png │ │ │ ├── test_4.png │ │ │ ├── test_5.png │ │ │ ├── test_6.png │ │ │ ├── test_7.png │ │ │ ├── test_8.png │ │ │ └── test_9.png │ ├── cgru │ │ ├── README.md │ │ ├── custom_getter.py │ │ ├── data_reader.py │ │ ├── my_layers.py │ │ └── neural_gpu_v3.py │ ├── data │ │ ├── arvix_abstracts.txt │ │ ├── fire_theft.xls │ │ ├── friday.jpg │ │ ├── heart.csv │ │ └── heart.txt │ ├── deepdream │ │ ├── deepdream_exercise.py │ │ ├── deepdream_solution.py │ │ └── output.jpg │ ├── graphs │ │ ├── gist │ │ │ ├── events.out.tfevents.1499787135.MacBook-Pro │ │ │ ├── events.out.tfevents.1499787150.MacBook-Pro │ │ │ └── events.out.tfevents.1499787321.MacBook-Pro │ │ ├── l2 │ │ │ ├── events.out.tfevents.1499786503.MacBook-Pro │ │ │ └── events.out.tfevents.1499786515.MacBook-Pro │ │ └── linear_reg │ │ │ └── events.out.tfevents.1499786822.MacBook-Pro │ ├── kernels.py │ ├── process_data.py │ └── utils.py └── setup │ ├── requirements.txt │ └── setup_instruction.md ├── .gitignore ├── LICENSE ├── README.md ├── assignments ├── 01 │ ├── q1.py │ └── q1_sol.py ├── 02_style_transfer │ ├── load_vgg.py │ ├── load_vgg_sol.py │ ├── style_transfer.py │ ├── style_transfer_sol.py │ └── utils.py ├── chatbot │ ├── README.md │ ├── chatbot.py │ ├── config.py │ ├── data.py │ ├── model.py │ └── output_convo.txt ├── trump_bot │ └── trump_tweets.txt └── word_transform │ ├── common.en.vocab │ ├── eval.vocab │ └── train.vocab ├── examples ├── 02_lazy_loading.py ├── 02_placeholder.py ├── 02_simple_tf.py ├── 02_variables.py ├── 03_linreg_dataset.py ├── 03_linreg_placeholder.py ├── 03_linreg_starter.py ├── 03_logreg.py ├── 03_logreg_placeholder.py ├── 03_logreg_starter.py ├── 04_linreg_eager.py ├── 04_linreg_eager_starter.py ├── 04_word2vec.py ├── 04_word2vec_eager.py ├── 04_word2vec_eager_starter.py ├── 04_word2vec_visualize.py ├── 05_randomization.py ├── 05_variable_sharing.py ├── 07_convnet_layers.py ├── 07_convnet_mnist.py ├── 07_convnet_mnist_starter.py ├── 07_run_kernels.py ├── 11_char_rnn.py ├── data │ ├── abstracts.txt │ ├── birth_life_2010.txt │ └── trump_tweets.txt ├── kernels.py ├── utils.py └── word2vec_utils.py └── setup ├── requirements.txt └── setup_instruction.md /.gitignore: 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