Matrix Factorization

concepts · 6 notes linked

Related: Collaborative Filtering · Recommendation Systems · Microsoft · Github · Singular Value Decomposition · Recommender Systems · Microsoft Recommenders · Content Based Filtering

Notes

• GitHub - recommenders-team/recommenders: Best Practices on Recommendation Systems — Microsoft open-source repository of recommendation algorithm best practices
• GitHub - recommenders-team/recommenders: Best Practices on Recommendation Systems — Microsoft open-source repository of recommendation algorithm best practices
• Matrix Factorization (d2l.ai) — Collaborative filtering via low-rank user-item interaction matrix decomposition
• Matrix Factorization for Movie Recommendations in Python — Low-rank SVD matrix factorization for collaborative filtering movie recommendations
• Monday, December 11, 2006 — Simon Funk's Netflix Prize SVD collaborative filtering algorithm explained
• Singular Value Decomposition Part 1: Perspectives on Linear Algebra — Intuitive motivation for SVD as data approximation via matrix factorization