Materials

Book

Introduction to Data Mining

Useful Link

PyTorch
PyTorch-Geometric
Matrix Notebook

Course References

• Stanford CS324: Large Language Models — Language Generative Models
• Diffusion Models for Image Synthesis — Diffusion Model for Imaging and Vision
• Google: Diffusion Models Explained — Google Diffusion Model
• Discrete Graph Diffusion — Discrete Graph Diffusion

Optional Reading - Not required

• Material 1: Python Tutorial
• Material 2: Pattern Recognition and Machine Learning
• Material 3: Deep Learning
• Material 6: Introduction to Algorithms