├── Chapter01 └── text.txt ├── Chapter02 ├── 1.txt ├── Github_Copy_of_Cancer_Detection.ipynb └── Github_Copy_of_Perceptron_model_XOR.ipynb ├── Chapter03 ├── Github_BERT_transfer_learning.ipynb ├── Github_Transfer_learning_Cancer_detection.ipynb ├── ResNet50.txt └── t.text ├── Chapter04 ├── 1.txt ├── Github_Copy_of_Scottish_ASR.ipynb └── flash_video.ipynb ├── Chapter05 ├── Github_of_Copy_of_Traffic_prediction_LSTM.ipynb └── z.txt ├── Chapter06 ├── Copy_of_DCGAN.ipynb.zip ├── Github_Copy_of_Butterfly_GAN.ipynb ├── Github_Copy_of_Food_GAN.ipynb └── t.txt ├── Chapter07 ├── Assembling_the_data.ipynb ├── Downloading_the_dataset.ipynb ├── Generating_the_caption.ipynb ├── Training_the_model.ipynb ├── image (1).png ├── image.png ├── model.py └── vocabulary.py ├── Chapter08 ├── 1.txt ├── Github_Copy_of_simclr2.ipynb └── Github_Copy_of_simclr2_output.ipynb ├── Chapter09 ├── 000020de2aa6193f4c160e398a8edea95b1da598.tif ├── 00006537328c33e284c973d7b39d340809f7271b.tif ├── Cancer_Detection.ipynb ├── Cancer_Detection_PLv1.6.2_torchv1.11.0.ipynb ├── client.ipynb ├── create-onnx.ipynb ├── image_classifier.py ├── lightning_logs │ ├── version_0 │ │ ├── events.out.tfevents.1647973293.d0140d3442af.74.0 │ │ └── hparams.yaml │ └── version_1 │ │ ├── events.out.tfevents.1647974296.d0140d3442af.2740.0 │ │ ├── events.out.tfevents.1647976205.d0140d3442af.2740.1 │ │ └── hparams.yaml ├── model.onnx ├── server_ckpt.py └── server_onnx.py ├── Chapter10 └── tensorboard.ipynb ├── LICENSE └── README.md /Chapter01/text.txt: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Chapter02/1.txt: -------------------------------------------------------------------------------- 1 | 1 2 | -------------------------------------------------------------------------------- /Chapter02/Github_Copy_of_Cancer_Detection.ipynb: 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