Recommender-systems

Repository with collection of various recommender system algorithms that are widely used in industry.

The below algorithms are explaineed with code (from scratch) in this repository using Movie Lens Dataset:

• File : Neural Collaborative Filtering (PyTorch) -
  • Neural Collaborative Filtering : Article Paper
• File : Explicit Recommender Systems
  • User-User Collaborative Filtering : Article
  • Matrix Factorization (MF) : Article
• File : Implicit Recommender Systems
  • User-User Collaborative Filtering : Article
  • Matrix Factorization (MF) : Article
  • Bayesian Personalized Ranking (BPR) : Article Paper

More information on the dataset can be found here.

If you require additional clarification or have any questions, please don't hesitate to contact me - Email: harikrishnankr16@gmail.com