Online Course Notes

Personal notes from various online courses.

Stanford Online Courses

XCS236: Deep Generative Models

Stanford School of Engineering

Course on deep generative models, covering variational autoencoders, GANs, autoregressive models, flow models, energy-based models, and score-based models.

My Notes:

Module 1: Introduction to Generative Models
Module 2: Autoregressive Models
Module 3: Variational Autoencoders
Module 4: Generative Adversarial Networks
Module 5: Advanced Topics in Generative Models

View All Notes Official Course Page