├── README.md ├── images ├── GitHub-Mark-32px.png ├── colab_logo_32px.png ├── tf2_310-163.png ├── tf2_gif_1600-900.gif ├── tf_120-120.png ├── tf_120-23.png ├── tf_2056-690.png ├── tf_224-225.png ├── tf_2464-805.png ├── tf_300-168.png ├── tf_gif_740-416.gif └── tf_logo_32px.png └── r2 ├── guide ├── eager.md ├── effective_tf2.md ├── keras │ ├── functional.md │ ├── functional_25_0.png │ ├── functional_27_0.png │ ├── functional_45_0.png │ ├── functional_56_0.png │ ├── overview.md │ ├── training_and_evaluation.md │ └── training_and_evaluation_48_0.png └── migration_guide.md └── tutorials ├── eager ├── automatic_differentiation.md ├── basics.md ├── custom_layers.md ├── custom_training.md ├── custom_training_walkthrough.md └── tf_function.md ├── estimators └── linear.md ├── images ├── hub_with_keras.md ├── images │ ├── before_fine_tuning.png │ └── fine_tuning.png ├── intro_to_cnns.md ├── segmentation.md ├── transfer_learning.md └── transfer_learning_files │ ├── transfer_learning_17_0.png │ ├── transfer_learning_17_1.png │ ├── transfer_learning_53_0.png │ └── transfer_learning_70_0.png ├── keras ├── basic_classification.md ├── basic_regression.md ├── basic_text_classification.md ├── basic_text_classification_with_tfhub.md ├── feature_columns.md ├── overfit_and_underfit.md └── save_and_restore_models.md ├── quickstart ├── advanced.md └── beginner.md └── text ├── image_captioning.md ├── image_captioning_44_0.png ├── image_captioning_48_1.png ├── image_captioning_48_2.png ├── image_captioning_50_1.png ├── image_captioning_50_2.png ├── images ├── embedding.jpg ├── embedding2.png └── one-hot.png ├── nmt_with_attention.md ├── nmt_with_attention_43_1.png ├── nmt_with_attention_44_1.png ├── nmt_with_attention_45_1.png ├── nmt_with_attention_46_1.png ├── text_classification_rnn.md ├── text_classification_rnn_31_0.png ├── text_classification_rnn_32_0.png ├── text_classification_rnn_40_0.png ├── text_classification_rnn_41_0.png ├── text_generation.md ├── transformer.md ├── 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