particle1331/lizard-torch-course

Notebooks for the PyTorch course by @deeplizard.

lizard-torch-course

These are notebooks I wrote following the course Neural Network Programming - Deep Learning with PyTorch by deeplizard.

Contents

• 1. Introduction
• 2. PyTorch Tensors
• 3. Dataset and Dataloader, MNIST
• 4. Object Oriented Neural Networks, CNN
• 5. Training the CNN
• 6. TensorBoard, Hyperparameter Tuning

Appendix

• TensorBoard in Google Colab
• Confusion Matrix for Classification