├── .gitignore ├── LICENCE ├── README.md ├── ch02_basics ├── .gitignore ├── Concept01_defining_tensors.ipynb ├── Concept02_evaluating_ops.ipynb ├── Concept03_interactive_session.ipynb ├── Concept04_session_logging.ipynb ├── Concept05_variables.ipynb ├── Concept06_saving_variables.ipynb ├── Concept07_loading_variables.ipynb ├── Concept08_TensorBoard.ipynb ├── Concept09_queue.ipynb ├── Concept10_queue_text.ipynb ├── README.md ├── gradient.py ├── interactive_session.py ├── loading_vars.py ├── log_example.py ├── logging_example.py ├── main.py ├── moving_avg.py ├── saving_vars.py ├── spikes.py └── types.py ├── ch03_regression ├── Concept01_linear_regression.ipynb ├── Concept02_poly_regression.ipynb ├── Concept03_regularization.ipynb ├── README.md └── data_reader.py ├── ch04_classification ├── Concept01_linear_regression_classification.ipynb ├── Concept02_logistic.ipynb ├── Concept03_logistic2d.ipynb ├── Concept04_softmax.ipynb ├── README.md ├── linear_1d.py ├── logistic_1d.py ├── logistic_2d.py └── softmax.py ├── ch05_clustering ├── Concept01_clustering.ipynb ├── Concept02_segmentation.ipynb ├── Concept03_som.ipynb ├── README.md ├── TalkingMachinesPodcast.wav ├── audio_clustering.py ├── audio_dataset │ ├── cough_1.wav │ ├── cough_1.wav.png │ ├── cough_2.wav │ ├── cough_2.wav.png │ ├── scream_1.wav │ ├── scream_1.wav.png │ ├── scream_2.wav │ ├── scream_2.wav.png │ ├── scream_3.wav │ └── scream_3.wav.png ├── audio_segmentation.py ├── som.py └── som_test.py ├── ch06_hmm ├── Concept01_forward.ipynb ├── Concept02_hmm.ipynb ├── README.md ├── __init__.py ├── forward.py └── hmm.py ├── ch07_autoencoder ├── .gitignore ├── Concept01_autoencoder.ipynb ├── Concept02_autoencoder_with_imgs.ipynb ├── Concept03_denoising.ipynb ├── README.md ├── autoencoder.py ├── autoencoder_batch.py ├── checkpoint ├── denoiser.py ├── denoising_autoencoder.py ├── export_parameters.py ├── main.py ├── main_imgs.py └── model.ckpt.meta ├── ch08_rl ├── .gitignore ├── Concept01_rl.ipynb ├── README.md ├── prices.png ├── rl.py └── stock_prices.npy ├── ch09_cnn ├── .gitignore ├── Concept01_cifar.ipynb ├── Concept02_convolution.ipynb ├── Concept03_cnn.ipynb ├── README.md ├── cifar_tools.py ├── cnn.py ├── cnn_viz.py ├── conv_visuals.py └── using_cifar.py ├── ch10_rnn ├── .gitignore ├── Concept01_timeseries_data.ipynb ├── Concept02_rnn.ipynb ├── Concept03_rnn_real_world.ipynb ├── README.md ├── data_loader.py ├── international-airline-passengers.csv ├── regression.py └── simple_regression.py ├── ch11_seq2seq ├── .ipynb_checkpoints │ ├── Concept01_multi_rnn-checkpoint.ipynb │ └── Concept02_embedding_lookup-checkpoint.ipynb ├── Concept01_multi_rnn.ipynb ├── Concept02_embedding_lookup.ipynb ├── Concept03_seq2seq.ipynb └── data │ ├── process_input.py │ ├── words_input.txt │ └── words_output.txt └── ch12_rank ├── Concept01_ranknet.ipynb ├── Concept02_embedding.ipynb ├── Concept03_image_ranking.ipynb ├── imagenet_classes.py └── vgg16.py /.gitignore: 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