├── .DS_Store ├── .gitattributes ├── .ipynb_checkpoints └── CH17_Autoencoders_And_Gans-checkpoint.ipynb ├── CH02_end_to_end_machine_learning_project.ipynb ├── CH03 Classification.ipynb ├── CH04 Training Linear Models.ipynb ├── CH05 support_vector_machines.ipynb ├── CH06_Decision_Trees.ipynb ├── CH07_Ensemble_Learning_and_Random_Forests.ipynb ├── CH08_Dimensionality_Reduction.ipynb ├── CH09_Unsupervised_Learning.ipynb ├── CH10_Neural_Nets_with_Keras.ipynb ├── CH11_Training_Deep_Neural_Networks.ipynb ├── CH12_Custom_Models_and_Training_with_TensorFlow.ipynb ├── CH13_loading_and_preprocessing_data_with_TF.ipynb ├── CH14_Deep_Computer_Vision_with_CNNs_VE.ipynb ├── CH15_Processing_Sequences_Using_RNNs_and_CNNs.ipynb ├── CH16_Natural_Language_Processing_with_RNNs_and_Attention.ipynb ├── CH17_Autoencoders_And_Gans.ipynb ├── README.md ├── helper.py └── images_used ├── .DS_Store ├── Figure16-1.png ├── Figure17-3.png ├── FigureD_3.png ├── figure 14_15.png ├── figure 14_16.png ├── figure 14_17.png ├── figure 14_18.png ├── figure10-13.png ├── figure10_14.png ├── figure10_15.png ├── figure10_6.png ├── figure11-9.png ├── figure11_4.png ├── figure11_6.png ├── figure11_7.png ├── figure11_8.png ├── figure12_1.png ├── figure12_3.jpg ├── figure12_4.png ├── figure13_1.png ├── figure13_2.png ├── figure13_3.png ├── figure13_4.png ├── figure13_5.png ├── figure14_10.png ├── figure14_11.png ├── figure14_3.png ├── figure14_4.png ├── figure14_5.png ├── figure14_7.png ├── figure14_8.png ├── figure15_11.png ├── figure15_7.png ├── figure16_10.PNG ├── figure16_2.png ├── figure16_3.png ├── figure16_4.png ├── figure16_5.png ├── figure16_6.png ├── figure16_8.PNG ├── figure16_9.PNG ├── figure17-7.png ├── figure17-8.png ├── new_table11_2.PNG ├── return_sequences.jpg ├── table11-2.png ├── table11-3.jpg ├── table11-4.jpg └── table4_1.png /.DS_Store: -------------------------------------------------------------------------------- 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