├── .gitignore ├── Chapter01 ├── ch01_iris_classification.ipynb └── ch01_iris_classification.py ├── Chapter02 └── xor_classification.py ├── Chapter03 ├── keras_mnist_mlp.ipynb ├── keras_mnist_mlp.py ├── pytorch_mnist_mlp.ipynb └── pytorch_mnist_mlp.py ├── Chapter04 ├── conv_example.ipynb ├── conv_example.py ├── keras_cifar.ipynb ├── keras_cifar.py ├── keras_pytorch_pretrained.py ├── pytorch_cifar.ipynb └── pytorch_cifar.py ├── Chapter05 ├── faster_r-cnn_pytorch.py ├── faster_r_cnn_pytorch.ipynb ├── mask_r-cnn_pytorch.py ├── mask_r_cnn_pytorch.ipynb ├── source_2.png ├── transfer_learning_pytorch.ipynb ├── transfer_learning_pytorch.py ├── transfer_learning_tf_keras.ipynb ├── transfer_learning_tf_keras.py ├── wikipedia-2011_FIA_GT1_Silverstone_2.jpg ├── yolov8.ipynb └── yolov8.py ├── Chapter06 ├── sentiment_analysis.ipynb ├── sentiment_analysis.py ├── simple_rnn_count_1s.ipynb └── simple_rnn_count_1s.py ├── Chapter07 ├── attention_numerical_example.py ├── transformer.ipynb └── transformer.py ├── Chapter08 ├── Llama_2.ipynb └── llama_2.py ├── Chapter09 ├── DetR.ipynb ├── detr.py ├── langchain_plan_and_execute.ipynb ├── langchain_plan_and_execute.py ├── stable_diffusion.ipynb ├── stable_diffusion.py ├── stable_diffusion_xl.ipynb ├── stable_diffusion_xl.py ├── transformer_fine_tuning.ipynb ├── transformer_fine_tuning.py ├── vision_transformer.ipynb └── vision_transformer.py ├── Chapter10 ├── export_onnx.ipynb ├── gradio_app.py ├── mixed_precision_transfer_learning_pytorch.ipynb ├── mixed_precision_transfer_learning_pytorch.py ├── onnx_model.py ├── pytorch_flask.ipynb ├── pytorch_flask_request.py ├── tflite_train_inference.ipynb ├── transfer_learning_pytorch_tensorboard.ipynb └── transfer_learning_tf_keras_tensorboard.ipynb ├── LICENSE ├── README.md └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Python-Deep-Learning-Third-Edition/HEAD/.gitignore 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