PyTorch Tutorials

Basics

1. Torch Basics
2. oneD Tensors
3. Vectors Operations
4. Weight Initialization
5. Word Embeddings
6. Loss Functions
7. Visualization
8. Temperature in Softmax
9. Neural Network from Scratch
10. Gradient Accumulation

Computer Vision

Image Classification

1. CNN MNIST
2. CNN Viz
3. ResNet
4. Transfer Learning

Generative AI

1. Neural Style Transfer
2. Variational Auto Encoders

Natural Language Processing

1. RNN