Zhiyi Guo (zg2350) github: evelynguozy
Yujie Wang (yw3442) github: yujie980201
Congcheng Yan (cy2550) github: cy2550
Banruo Xie (bx2168) github: BanruoXie
Mingrui Liu (ml4404) github: mingrui-liu

The project below builds four recommendation models, user-based model, time-aware user-based model, content-based model and collective factorization method, that used some open sourced packages and methods to implement our objective to recommend ratings based on yelp dataset.

final_version.ipynb (include all code and report we write)

requirement_file.txt (raw data, all packages, online reference)