├── .gitattributes ├── Chapter01 └── fish_detection_example.py ├── Chapter02 ├── .idea │ ├── misc.xml │ ├── modules.xml │ ├── titanic_example.iml │ └── workspace.xml ├── advertisement_impact.py ├── data │ └── titanic_train.csv └── survival_prediction.py ├── Chapter03 ├── .idea │ ├── misc.xml │ ├── model_complexity_assessment.iml │ ├── modules.xml │ └── workspace.xml ├── data │ ├── test.csv │ └── train.csv └── feature_engineering_titanic.py ├── Chapter04 ├── .idea │ ├── face_generation.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml └── getting_output_from_tensorflow.py ├── Chapter05 ├── .idea │ ├── misc.xml │ ├── modules.xml │ ├── tensorflow_basic_examples.iml │ └── workspace.xml ├── iris_logistic_regression.py └── linear_regression.py ├── Chapter06 ├── .ipynb_checkpoints │ └── Untitled-checkpoint.ipynb ├── dgit_classification.ipynb └── neural_digit_classification.py ├── Chapter07 ├── .idea │ ├── intro_CNNs.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml └── mnist_cnn.py ├── Chapter08 ├── .idea │ ├── misc.xml │ ├── modules.xml │ ├── object_detection.iml │ └── workspace.xml └── cifar10_objectDetection.py ├── Chapter09 ├── .idea │ ├── misc.xml │ ├── modules.xml │ ├── objectDetection_tranferLearning.iml │ └── workspace.xml ├── __pycache__ │ ├── cache.cpython-36.pyc │ ├── cifar10.cpython-36.pyc │ ├── dataset.cpython-36.pyc │ ├── download.cpython-36.pyc │ └── inception.cpython-36.pyc ├── cache.py ├── cifar10.py ├── cifar_10_revisted_transfer_learning.py ├── dataset.py ├── download.py └── inception.py ├── Chapter10 ├── .idea │ ├── intro_rnns.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml └── language_modeling.py ├── Chapter11 ├── .idea │ ├── embeddings_representation_learning.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml └── word2vec_skipgram_arch.py ├── Chapter12 ├── .idea │ ├── misc.xml │ ├── modules.xml │ ├── neural_sentiment_analysis.iml │ └── workspace.xml ├── download.py ├── imdb.py └── movie_reviews_SA.py ├── Chapter13 ├── CANs.py ├── denoising_CANs.py └── first_autoencoders_example.py ├── Chapter14 ├── .idea │ ├── generative_adversarial_nets.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml └── mnist_gans.py ├── Chapter15 ├── .idea │ ├── face_generation.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml └── semi_supervised.py ├── LICENSE └── README.md /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Learning-By-Example/HEAD/.gitattributes -------------------------------------------------------------------------------- /Chapter01/fish_detection_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Learning-By-Example/HEAD/Chapter01/fish_detection_example.py -------------------------------------------------------------------------------- /Chapter02/.idea/misc.xml: 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