├── .gitignore ├── .gitmodules ├── Chapter01 └── ch-01_Overview_of_TensorFlow_and_Machine_Learning.ipynb ├── Chapter02 ├── README.md ├── ch-02_Detecting_Explonaets_in_Outer_Space.ipynb ├── decision_tree.dia ├── decision_tree.png └── tfbt-table.png ├── Chapter03 ├── README.md ├── Run_On_Browser.html ├── TensorflowJS │ ├── README.md │ ├── Run_On_Browser.html │ ├── group1-shard1of1 │ ├── group2-shard1of1 │ ├── group3-shard1of1 │ ├── group4-shard1of1 │ ├── group5-shard1of1 │ ├── main.py │ ├── model.json │ ├── model_functions.py │ ├── preprocess_functions.py │ ├── requirements.txt │ ├── sentiment.txt │ └── token_index.csv ├── group1-shard1of1 ├── group2-shard1of1 ├── group3-shard1of1 ├── group4-shard1of1 ├── group5-shard1of1 ├── main.py ├── model.json ├── model_functions.py ├── preprocess_functions.py ├── requirements.txt ├── sentiment.txt └── token_index.csv ├── Chapter04 ├── README.md ├── Tensorflow_Lite │ ├── README.md │ ├── main.py │ ├── parameters.py │ ├── requirements.txt │ └── utils.py ├── main.py ├── parameters.py ├── requirements.txt └── utils.py ├── Chapter06 ├── Data │ ├── GE.csv │ ├── GOOG.csv │ └── NFLX.csv ├── GP.py ├── GaussianProcess │ ├── Data │ │ ├── GE.csv │ │ ├── GOOG.csv │ │ └── NFLX.csv │ ├── GP.py │ ├── Images │ │ ├── GE_1992_2018_adj_closing_prices.png │ │ ├── GE_2008_2016_adj_closing_prices.png │ │ ├── GE_2008_2016_prices_normalized.png │ │ ├── GE_2008_2018_adj_closing_prices.png │ │ ├── GE_2017_predicted.png │ │ ├── GE_2018_predicted.png │ │ ├── GOOG_2004_2018_adj_closing_prices.png │ │ ├── GOOG_2008_2016_adj_closing_prices.png │ │ ├── GOOG_2008_2016_prices_normalized.png │ │ ├── GOOG_2008_2018_adj_closing_prices.png │ │ ├── GOOG_2017_predicted.png │ │ ├── GOOG_2018_predicted.png │ │ ├── NFLX_2002_2018_adj_closing_prices.png │ │ ├── NFLX_2008_2016_adj_closing_prices.png │ │ ├── NFLX_2008_2016_prices_normalized.png │ │ ├── NFLX_2008_2018_adj_closing_prices.png │ │ ├── NFLX_2017_predicted.png │ │ └── NFLX_2018_predicted.png │ ├── PreProcessing.py │ ├── README.md │ ├── VisualizeData.py │ ├── main.py │ └── requirements.txt ├── Images │ ├── GE_1992_2018_adj_closing_prices.png │ ├── GE_2008_2016_adj_closing_prices.png │ ├── GE_2008_2016_prices_normalized.png │ ├── GE_2008_2018_adj_closing_prices.png │ ├── GE_2017_predicted.png │ ├── GE_2018_predicted.png │ ├── GOOG_2004_2018_adj_closing_prices.png │ ├── GOOG_2008_2016_adj_closing_prices.png │ ├── GOOG_2008_2016_prices_normalized.png │ ├── GOOG_2008_2018_adj_closing_prices.png │ ├── GOOG_2017_predicted.png │ ├── GOOG_2018_predicted.png │ ├── NFLX_2002_2018_adj_closing_prices.png │ ├── NFLX_2008_2016_adj_closing_prices.png │ ├── NFLX_2008_2016_prices_normalized.png │ ├── NFLX_2008_2018_adj_closing_prices.png │ ├── NFLX_2017_predicted.png │ └── NFLX_2018_predicted.png ├── PreProcessing.py ├── README.md ├── VisualizeData.py ├── main.py └── requirements.txt ├── Chapter07 ├── README.md ├── data │ └── Download_Data_Zip_File_Here.txt ├── main.py ├── model.py ├── parameters.py ├── plots │ ├── .DS_Store │ ├── Confusion_Matrix_with_threshold_3.89949698999.png │ ├── Loss_Curves.png │ ├── Precision_Threshold_Curve.png │ ├── Recall_Threshold_Curve.png │ ├── Recon_Error_with_Fraud_Transactions.png │ └── Recon_Error_with_Normal_Transactions.png ├── requirements.txt └── utils.py ├── Chapter08 ├── Code │ ├── README.md │ ├── bnn.py │ ├── parameters.py │ ├── requirements.txt │ └── utils.py ├── Data │ └── Download_Data_Here.txt └── README.md ├── Chapter09 ├── DiscoGAN.py ├── README.md ├── main.py ├── parameters.py ├── requirements.txt └── utils.py ├── Chapter10 ├── CapsNet.py ├── README.md ├── data │ └── fashion-mnist │ │ ├── t10k-images-idx3-ubyte │ │ ├── t10k-labels-idx1-ubyte │ │ ├── train-images-idx3-ubyte │ │ └── train-labels-idx1-ubyte ├── helper_functions.py ├── imgs │ ├── img1.png │ ├── img2.png │ ├── img3.png │ └── img4.png ├── main.py ├── parameter_config.py ├── requirements.txt └── results │ ├── decoder_images.png │ ├── input_images.png │ ├── test.csv │ ├── train.csv │ └── validation.csv ├── Chapter11 ├── ch-11.ipynb ├── model.png └── netflix.png ├── Chapter12 ├── Images.zip ├── data │ ├── buses │ │ ├── Community-Transit-15808-Double-Tall-in-Downtown-Seattle.JPG │ │ ├── Torrens-Transit-Australian-Bus-Manufacturing--CB62A--bodied-.jpg │ │ ├── bus-2554946-960-720.jpg │ │ ├── image-12.jpeg │ │ ├── image-13.jpeg │ │ ├── image-14.jpeg │ │ ├── image-15.jpeg │ │ ├── image-16.jpeg │ │ ├── image-17.jpeg │ │ ├── image-18.jpeg │ │ ├── image-19.jpeg │ │ ├── image-2.jpeg │ │ ├── image-20.jpeg │ │ ├── image-21.jpeg │ │ ├── image-22.jpeg │ │ ├── image-23.jpeg │ │ ├── image-24.jpeg │ │ ├── image-26.jpeg │ │ ├── image-28.jpeg │ │ ├── image-29.jpeg │ │ ├── image-30.jpeg │ │ ├── image-31.jpeg │ │ ├── image-32.jpeg │ │ ├── image-4.jpeg │ │ ├── image-5.jpeg │ │ ├── image-9.jpeg │ │ ├── images-10.jpeg │ │ ├── images-15.jpeg │ │ ├── images-16.jpeg │ │ ├── images-18.jpeg │ │ ├── images-19.jpeg │ │ ├── images-2.jpeg │ │ ├── images-20.jpeg │ │ ├── images-21.jpeg │ │ ├── images-23.jpeg │ │ ├── images-24.jpeg │ │ ├── images-25.jpeg │ │ ├── images-26.jpeg │ │ ├── images-27.jpeg │ │ ├── images-28.jpeg │ │ ├── images-29.jpeg │ │ ├── images-30.jpeg │ │ ├── images-4.jpeg │ │ ├── images-5.jpeg │ │ ├── images-7.jpeg │ │ ├── images-8.jpeg │ │ ├── images-9.jpeg │ │ ├── images.jpeg │ │ └── london-2665352-960-720.jpg │ └── cars │ │ ├── image-10.jpeg │ │ ├── image-11.jpeg │ │ ├── image-12.jpeg │ │ ├── image-13.jpeg │ │ ├── image-14.jpeg │ │ ├── image-15.jpeg │ │ ├── image-16.jpeg │ │ ├── image-17.jpeg │ │ ├── image-19.jpeg │ │ ├── image-2.jpeg │ │ ├── image-20.jpeg │ │ ├── image-21.jpeg │ │ ├── image-22.jpeg │ │ ├── image-23.jpeg │ │ ├── image-24.jpeg │ │ ├── image-25.jpeg │ │ ├── image-27.jpeg │ │ ├── image-28.jpeg │ │ ├── image-29.jpeg │ │ ├── image-3.jpeg │ │ ├── image-4.jpeg │ │ ├── image-5.jpeg │ │ ├── image-7.jpeg │ │ ├── image-8.jpeg │ │ ├── image-9.jpeg │ │ ├── images-13.jpeg │ │ ├── images-14.jpeg │ │ ├── images-15.jpeg │ │ ├── images-19.jpeg │ │ ├── images-2.jpeg │ │ ├── images-20.jpeg │ │ ├── images-21.jpeg │ │ ├── images-23.jpeg │ │ ├── images-26.jpeg │ │ ├── images-27.jpeg │ │ ├── images-28.jpeg │ │ ├── images-3.jpeg │ │ ├── images-4.jpeg │ │ ├── images-5.jpeg │ │ ├── images-7.jpeg │ │ └── images-8.jpeg ├── distributed.py ├── mnist_TFoS.py ├── object_detection.py ├── readme.md └── tensorflow_distributed_dl.py ├── Chapter13 ├── README.md ├── data │ └── postgre_book.txt ├── main.py ├── model.py ├── parameters.py ├── requirements.txt └── utils.py ├── Chapter14 ├── ch-14_Reinforcement_Learning.ipynb └── pacman-1.png ├── LICENSE └── README.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/TensorFlow-Machine-Learning-Projects/HEAD/.gitignore -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- 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