├── LICENSE ├── Lesson 1 ├── Activity 1.ipynb └── Exercise 1.ipynb ├── Lesson 2 ├── Activity 1-2.ipynb ├── Exercise 2-5.ipynb ├── YearPredictionMSD.zip └── energydata_complete.csv ├── Lesson 3 ├── Activity 1.ipynb ├── Activity 2 - Activity 3 (Part 1).ipynb ├── Activity 3 (Part 2).ipynb ├── Data preparation.ipynb ├── checkpoint.pth ├── dccc_prepared.csv ├── default of credit card clients.xls └── final_model.py ├── Lesson 4 ├── Activity 1.ipynb ├── Activity 2.ipynb └── Activity 3.ipynb ├── Lesson 5 ├── Activity 1 (with GPU).ipynb ├── Activity 1.ipynb ├── Exercise 1 - 4 (with GPU).ipynb ├── Exercise 1 - 4.ipynb └── images │ ├── dog.jpg │ ├── landscape.jpg │ ├── matisse.jpg │ └── monet.jpg ├── Lesson 6 ├── Activity 1.ipynb ├── Activity 2.ipynb ├── Activity 3.ipynb ├── Sales_Transactions_Dataset_Weekly.csv ├── alice.txt └── amazon_cells_labelled.txt ├── README.md └── requirements.txt /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TrainingByPackt/Applied-Deep-Learning-with-PyTorch/HEAD/LICENSE -------------------------------------------------------------------------------- /Lesson 1/Activity 1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TrainingByPackt/Applied-Deep-Learning-with-PyTorch/HEAD/Lesson 1/Activity 1.ipynb -------------------------------------------------------------------------------- /Lesson 1/Exercise 1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TrainingByPackt/Applied-Deep-Learning-with-PyTorch/HEAD/Lesson 1/Exercise 1.ipynb -------------------------------------------------------------------------------- /Lesson 2/Activity 1-2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TrainingByPackt/Applied-Deep-Learning-with-PyTorch/HEAD/Lesson 2/Activity 1-2.ipynb -------------------------------------------------------------------------------- /Lesson 2/Exercise 2-5.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TrainingByPackt/Applied-Deep-Learning-with-PyTorch/HEAD/Lesson 2/Exercise 2-5.ipynb -------------------------------------------------------------------------------- /Lesson 2/YearPredictionMSD.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TrainingByPackt/Applied-Deep-Learning-with-PyTorch/HEAD/Lesson 2/YearPredictionMSD.zip -------------------------------------------------------------------------------- /Lesson 2/energydata_complete.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TrainingByPackt/Applied-Deep-Learning-with-PyTorch/HEAD/Lesson 2/energydata_complete.csv -------------------------------------------------------------------------------- /Lesson 3/Activity 1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TrainingByPackt/Applied-Deep-Learning-with-PyTorch/HEAD/Lesson 3/Activity 1.ipynb -------------------------------------------------------------------------------- /Lesson 3/Activity 2 - 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