├── .gitignore ├── INSTALL.md ├── LICENSE ├── README.md ├── assets ├── api_manager.png ├── cloudshell.png └── hamburger.png ├── requirements.txt ├── workshop_image ├── Dockerfile ├── download_git_repo.py └── start_notebook.sh └── workshop_sections ├── README.md ├── extras ├── README.md ├── cnn_text_classification │ ├── README.md │ ├── data_helpers2.py │ ├── eval.py │ ├── text_cnn.py │ └── train.py ├── intro_word2vec │ ├── README.md │ ├── word2vec_basic_nearby.py │ ├── word2vec_basic_summaries.ipynb │ └── word2vec_basic_summaries.py ├── lstm_text_classification │ ├── README.md │ ├── preprocess.py │ └── trainer │ │ ├── __init__.py │ │ ├── model.py │ │ ├── task.py │ │ └── utils.py └── word2vec_optimized │ ├── README.md │ ├── questions-words.txt │ └── word2vec_optimized.py ├── getting_started ├── starter_tf_graph │ ├── README.md │ ├── tf_matrix_mul.ipynb │ ├── tf_matrix_mul.py │ └── tf_matrix_mul_add.py ├── test_tensorflow_and_jupyter_install.ipynb └── xor │ ├── README.md │ ├── xor.ipynb │ ├── xor │ ├── __init__.py │ ├── xor.py │ ├── xor_summaries.py │ └── xor_summaries_softmax.py │ └── xor_summaries.ipynb ├── high_level_APIs ├── 01_README_mnist_simple.md ├── README.md ├── dataset.py ├── mnist_cnn_custom_estimator │ ├── README.md │ ├── cnn_mnist_keras.ipynb │ ├── cnn_mnist_keras_vgg_like.ipynb │ ├── cnn_mnist_tf.ipynb │ ├── config_custom_gpus.yaml │ ├── dataset.py │ ├── setup.py │ └── trainer │ │ ├── README.md │ │ ├── __init__.py │ │ ├── dataset.py │ │ └── keras_task.py ├── mnist_eager_keras-debug.ipynb ├── mnist_eager_keras.ipynb ├── mnist_estimator.ipynb ├── mnist_estimator.py ├── mnist_simple.ipynb └── mnist_simple.py ├── linear_regressor_datasets ├── README.md ├── datasets_input.py ├── linear_regressor.ipynb └── linear_regressor.py ├── transfer_learning ├── README.md ├── cloudml │ ├── README.md │ ├── config.yaml │ ├── flowers_preproc.sh │ ├── flowers_train.sh │ ├── hugs_preproc.sh │ ├── hugs_train.sh │ ├── image-classification-3-1.png │ ├── images_to_json.py │ ├── model.sh │ ├── prediction_images │ │ ├── 1310117470_0001565741.jpg │ │ ├── 247769206_a5a564ee8a.jpg │ │ ├── README.md │ │ ├── daisy.jpg │ │ ├── hedgehog.jpg │ │ ├── knife.jpg │ │ ├── puppy1.jpg │ │ └── puppy2.jpg │ ├── setup.py │ ├── trainer │ │ ├── __init__.py │ │ ├── model.py │ │ ├── preprocess.py │ │ ├── task.py │ │ └── util.py │ └── web_server │ │ ├── README.md │ │ ├── predict_server.py │ │ ├── requirements.txt │ │ ├── static │ │ ├── css │ │ │ └── style.css │ │ ├── dict.txt │ │ └── js │ │ │ └── jquery.uploadPreview.js │ │ └── templates │ │ ├── error.html │ │ ├── index.html │ │ └── jresults.html └── view_inception_model.ipynb ├── wide_n_deep ├── README.md ├── adult.data.csv ├── adult.test.csv ├── predict │ ├── census.json │ ├── predict.py │ ├── predict_class.py │ ├── prediction_batch.sh │ ├── prediction_instance.sh │ ├── test.json │ ├── test2.json │ ├── test3.json │ └── test4.json ├── requirements.txt ├── test_instance.json ├── tf1.4 │ ├── README.md │ └── 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