Neural collaborative filtering
Pairings in the atlas
- standalonestandardRecommendationrecommender-causal
Rivals: other methods for the same problems
- Alternating least squares
- Bayesian personalized ranking
- Content-based filtering
- DeepFM
- Factorization machines
- Field-aware factorization machines
- Item-based collaborative filtering
- Matrix factorization
- SASRec
- SVD++
- Session-based GRU4Rec
- Slope one
- Two-tower retrieval
- User-based collaborative filtering
- Wide and deep