├── Chapter01 ├── Activity1.01 │ ├── mnist.py │ └── requirements.txt ├── Exercise1.01 │ ├── requirements.txt │ └── test_stack.py └── Exercise1.02 │ ├── mnist.py │ └── requirements.txt ├── Chapter02 ├── Activity2.01 │ ├── .ipynb_checkpoints │ │ └── Activity2.01_Assembling_a_Deep_Learning_System-checkpoint.ipynb │ ├── Activity2.01_Assembling_a_Deep_Learning_System.ipynb │ ├── bitcoin_lstm_v0.h5 │ ├── bitcoin_lstm_v0_trained.h5 │ └── data │ │ ├── BTC-USD.csv │ │ ├── bitcoin_dataset.csv │ │ ├── bitcoin_historical_prices.csv │ │ ├── bitcoin_recent.csv │ │ ├── test_dataset.csv │ │ └── train_dataset.csv ├── Exercise2.01 │ ├── Exercise2.01_Exploring_Bitcoin_Dataset.ipynb │ ├── data │ │ ├── BTC-USD.csv │ │ ├── bitcoin_dataset.csv │ │ ├── bitcoin_historical_prices.csv │ │ ├── bitcoin_recent.csv │ │ ├── test_dataset.csv │ │ └── train_dataset.csv │ └── normalizations.py ├── Exercise2.02 │ ├── Exercise2.02_Creating_a_TensorFlow_Model_Using_Keras.ipynb │ └── bitcoin_lstm_v0.h5 └── images │ ├── 2.1.jpg │ ├── 2.2.png │ └── 2.3.jpg ├── Chapter03 ├── Activity3.01 │ ├── .ipynb_checkpoints │ │ └── Activity3.01_Optimizing_a_deep_learning_model-checkpoint.ipynb │ ├── Activity3.01_Optimizing_a_deep_learning_model.ipynb │ ├── bitcoin_lstm_v0.h5 │ ├── data │ │ ├── BTC-USD.csv │ │ ├── bitcoin_dataset.csv │ │ ├── bitcoin_historical_prices.csv │ │ ├── bitcoin_recent.csv │ │ ├── test_dataset.csv │ │ └── train_dataset.csv │ ├── logs │ │ ├── bitcoin_lstm_v0_run_0_7d47b6 │ │ │ └── train │ │ │ │ ├── events.out.tfevents.1580899648.L-156196731.39696.334.v2 │ │ │ │ ├── events.out.tfevents.1580899654.L-156196731.profile-empty │ │ │ │ └── plugins │ │ │ │ └── profile │ │ │ │ └── 2020-02-05_16-17-34 │ │ │ │ └── local.trace │ │ ├── bitcoin_lstm_v1_run_0_12e0e4 │ │ │ └── train │ │ │ │ ├── events.out.tfevents.1580899657.L-156196731.39696.3231.v2 │ │ │ │ ├── events.out.tfevents.1580899670.L-156196731.profile-empty │ │ │ │ └── plugins │ │ │ │ └── profile │ │ │ │ └── 2020-02-05_16-17-50 │ │ │ │ └── local.trace │ │ ├── bitcoin_lstm_v2_run_0_a4ff9d │ │ │ └── train │ │ │ │ ├── events.out.tfevents.1580899698.L-156196731.39696.9795.v2 │ │ │ │ ├── events.out.tfevents.1580899711.L-156196731.profile-empty │ │ │ │ └── plugins │ │ │ │ └── profile │ │ │ │ └── 2020-02-05_16-18-31 │ │ │ │ └── local.trace │ │ ├── bitcoin_lstm_v3_run_0_5e2911 │ │ │ └── train │ │ │ │ ├── events.out.tfevents.1580899791.L-156196731.39696.18160.v2 │ │ │ │ ├── events.out.tfevents.1580899803.L-156196731.profile-empty │ │ │ │ └── plugins │ │ │ │ └── profile │ │ │ │ └── 2020-02-05_16-20-03 │ │ │ │ └── local.trace │ │ └── bitcoin_lstm_v4_run_0_4b899b │ │ │ └── train │ │ │ ├── events.out.tfevents.1580899832.L-156196731.39696.24785.v2 │ │ │ ├── events.out.tfevents.1580899845.L-156196731.profile-empty │ │ │ └── plugins │ │ │ └── profile │ │ │ └── 2020-02-05_16-20-45 │ │ │ └── local.trace │ └── scripts │ │ ├── __pycache__ │ │ └── utilities.cpython-36.pyc │ │ ├── bitcoin_model.py │ │ ├── utilities - Copy.py │ │ └── utilities.py ├── Exercise3.01 │ ├── .ipynb_checkpoints │ │ └── Exercise3.01_Creating_an_active_training_environment-checkpoint.ipynb │ ├── Exercise3.01_Creating_an_active_training_environment.ipynb │ ├── bitcoin_lstm_v0.h5 │ ├── bitcoin_lstm_v0_trained.h5 │ ├── data │ │ ├── BTC-USD.csv │ │ ├── bitcoin_dataset.csv │ │ ├── bitcoin_historical_prices.csv │ │ ├── bitcoin_recent.csv │ │ ├── test_dataset.csv │ │ └── train_dataset.csv │ ├── logs │ │ └── bitcoin_lstm_v0_run_0 │ │ │ └── train │ │ │ └── events.out.tfevents.1581417838.L-156196731.1744.10130.v2 │ └── scripts │ │ ├── __pycache__ │ │ └── utilities.cpython-36.pyc │ │ ├── bitcoin_model.py │ │ └── utilities.py └── images │ ├── 3.2.jpg │ ├── 3.3.png │ └── 3.4.jpg ├── Chapter04 ├── Activity4.01 │ ├── .dockerignore │ ├── .gitignore │ ├── Dockerfile │ ├── Makefile │ ├── README.md │ ├── bin │ │ └── build_docker_image.sh │ ├── cryptonic-cache │ │ ├── Dockerfile │ │ └── bin │ │ │ └── build_docker_image.sh │ ├── cryptonic-ui │ │ ├── package-lock.json │ │ ├── package.json │ │ ├── postcss.config.js │ │ ├── src │ │ │ ├── App.vue │ │ │ ├── assets │ │ │ │ ├── botstream.png │ │ │ │ └── botstream_slack.png │ │ │ ├── css │ │ │ │ ├── forbes_logo.css │ │ │ │ ├── infinite.css │ │ │ │ ├── loading_animation.css │ │ │ │ └── style.css │ │ │ ├── index.html │ │ │ └── main.js │ │ ├── webpack.config.js │ │ └── yarn.lock │ ├── cryptonic.env │ ├── cryptonic │ │ ├── __init__.py │ │ ├── api │ │ │ ├── __init__.py │ │ │ └── routes.py │ │ ├── markets │ │ │ ├── __init__.py │ │ │ └── coinmarketcap.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── helper.py │ │ │ ├── model.py │ │ │ └── normalizations.py │ │ └── server.py │ ├── cryptonic_old │ │ ├── __init__.py │ │ ├── api │ │ │ ├── __init__.py │ │ │ └── routes.py │ │ ├── markets │ │ │ ├── __init__.py │ │ │ └── coinmarketcap.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── helper.py │ │ │ ├── model.py │ │ │ └── normalizations.py │ │ └── server.py │ ├── docker-compose.yml │ ├── requirements.txt │ ├── run.py │ └── screenshot.png ├── Exercise4.01 │ ├── .ipynb_checkpoints │ │ └── Exercise4.01_Re_training_a_model_dynamically-checkpoint.ipynb │ ├── Exercise4.01_Re_training_a_model_dynamically.ipynb │ ├── bitcoin_lstm_v0.h5 │ ├── bitcoin_model_prod_v0.h5 │ └── cryptonic │ │ ├── __init__.py │ │ ├── __pycache__ │ │ └── __init__.cpython-36.pyc │ │ ├── api │ │ ├── __init__.py │ │ └── routes.py │ │ ├── markets │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── coinmarketcap.cpython-36.pyc │ │ └── coinmarketcap.py │ │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── helper.cpython-36.pyc │ │ │ ├── model.cpython-36.pyc │ │ │ └── normalizations.cpython-36.pyc │ │ ├── helper.py │ │ ├── model.py │ │ └── normalizations.py │ │ └── server.py └── Exercise4.02 │ ├── .dockerignore │ ├── .gitignore │ ├── Dockerfile │ ├── Makefile │ ├── README.md │ ├── bin │ └── build_docker_image.sh │ ├── cryptonic-cache │ ├── Dockerfile │ └── bin │ │ └── build_docker_image.sh │ ├── cryptonic-ui │ ├── package-lock.json │ ├── package.json │ ├── postcss.config.js │ ├── src │ │ ├── App.vue │ │ ├── assets │ │ │ ├── botstream.png │ │ │ └── botstream_slack.png │ │ ├── css │ │ │ ├── forbes_logo.css │ │ │ ├── infinite.css │ │ │ ├── loading_animation.css │ │ │ └── style.css │ │ ├── index.html │ │ └── main.js │ ├── webpack.config.js │ └── yarn.lock │ ├── cryptonic.env │ ├── cryptonic │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ └── routes.py │ ├── markets │ │ ├── __init__.py │ │ └── coinmarketcap.py │ ├── models │ │ ├── __init__.py │ │ ├── helper.py │ │ ├── model.py │ │ └── normalizations.py │ └── server.py │ ├── cryptonic_old │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ └── routes.py │ ├── markets │ │ ├── __init__.py │ │ └── coinmarketcap.py │ ├── models │ │ ├── __init__.py │ │ ├── helper.py │ │ ├── model.py │ │ └── normalizations.py │ └── server.py │ ├── docker-compose.yml │ ├── requirements.txt 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