CUHK-STAT3009: Recommender systems in Python

This is a repository on code and notebook illustration for CUHK-STAT3009.

• 👨‍🏫 Instructor: Ben Dai
• 💻 GitHub: https://github.com/statmlben/CUHK-STAT3009
• ⏲️ Course Page: https://www.bendai.org/CUHK-STAT3009/

Notebook

• | Software preparation
• | Baseline methods for Recommender Systems
• | Machine Learning Overview
• | SVD Methods
• | Real dataset: MovieLens and Data Virtualization
• | Neural Networks
• | Neural Collaborative Filtering: Neural Networks in RS
• | Neural RS with Side Information

If you find the materials useful, please consider starring 🌟 the repository. We appreciate your feedback!