ElizaLo/Recommender-System

Recommender System awesome list of theories and projects

Models

Title	Description, Information
Collaborative Filtering

Articles

• NVIDIA | Recommenders / Personalization
  • Announcing NVIDIA Merlin: An Application Framework for Deep Recommender Systems
  • How to Build a Winning Recommendation System, Part 1
• Towards Data Science
  • Recommendation Systems — Models and Evaluation
  • Using machine learning to personalize user experience
• Medium
  • Machine Learning for Recommender systems — Part 1 (algorithms, evaluation and cold start)
  • Personalization Using Machine Learning — From Data Science to User Experience
• Others:
  • 4 Key Machine Learning Methods for Prediction & Personalization

GitHub Repositories

Title	Description, Information
NVIDIA Deep Learning Examples for Tensor Cores - Recommender Systems	Deep Learning Examples