├── 01_Installation ├── 02_tensor_basics.py ├── 03_autograd.py ├── 04_backpropagation.py ├── 05_1_gradientdescent_manually.py ├── 05_2_gradientdescent_auto.py ├── 06_1_loss_and_optimizer.py ├── 06_2_model_loss_and_ optimizer.py ├── 07_linear_regression.py ├── 08_logistic_regression.py ├── 09_dataloader.py ├── 10_transformers.py ├── 11_softmax_and_crossentropy.py ├── 12_activation_functions.py ├── 12_plot_activations.py ├── 13_feedforward.py ├── 14_cnn.py ├── 15_transfer_learning.py ├── 16_tensorboard.py ├── 17_save_load.py ├── LICENSE ├── README.md ├── data └── wine │ └── wine.csv └── slides ├── ActivationFunctions.pdf ├── Autograd.pdf └── Backpropagation.pdf /01_Installation: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrickloeber/pytorchTutorial/HEAD/01_Installation -------------------------------------------------------------------------------- /02_tensor_basics.py: 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