Machine Learning

The Family of DDPMs
The Family of DDPMs

Mini-project using DDPM, DDIM and Improved DDPM for image generation and inpainting.

Sep 23, 2024

Probabilistic Machine Learning Basics
Probabilistic Machine Learning Basics

Notes for probabilistic machine learning.

Sep 23, 2024

Probabilistic Machine Learning Basics
Probabilistic Machine Learning Basics

This note contains part of classical models in probabilistic machine learning, where most of the contents are from Pattern Recognition and Machine Learning and lectures in Cambridge MLMI 23-24. However, it might not be that friendly for ML beginners.

Sep 23, 2024