RecCFDenoise

A Pytorch Implementation of denoise recommender system approaches based on RecBole

🌟 1. Non-sequential denoise CF

🧾 List of denoise non-sequential CF:

• TCE&RCE: https://arxiv.org/pdf/2006.04153
• DeCA: https://arxiv.org/pdf/2105.09605
• BOD: https://arxiv.org/pdf/2210.10321
• DCF: https://arxiv.org/pdf/2405.11272
• DDRM: https://arxiv.org/pdf/2401.06982

✅ Implemented Approaches:

• origin (Pairwise & Pointwise)
• TCE (Pairwise)
• R-CE (Pairwise)

❌ To implement approaches

• TCE (Pointwise - origin setting)
• RCE (Pointwise - origin setting)
• DeCA (Pointwise)
• BOD (Pairwise - origin setting)
• DCF (Pointwise - origin setting)
• DDRM (Pairwise - origin setting)

🌟 2. Sequential denoise CF

TBD