PyTorch

Deep Learning

Open source machine learning framework that accelerates the path from research to production.

Installation
pip install torch
Documentation
Official Docs

Chapters Using PyTorch

Chapter 9: Neural Network Foundations (Deep Learning Fundamentals)
Primary
Chapter 10: Training Deep Networks (Deep Learning Fundamentals)
Primary
Chapter 11: Convolutional Neural Networks (Deep Learning Fundamentals)
Primary
Chapter 12: Sequence Models (Deep Learning Fundamentals)
Primary
Chapter 13: Transformer Architecture (Modern Architectures and Large Language Models)
Primary
Chapter 16: Efficient Transformer Architectures (Modern Architectures and Large Language Models)
Primary
Chapter 17: Vision Transformers (Modern Architectures and Large Language Models)
Primary
Chapter 18: Variational Autoencoders (Generative Models)
Primary
Chapter 19: Generative Adversarial Networks (Generative Models)
Primary
Chapter 20: Diffusion Models (Generative Models)
Primary