Survey Papers / Repos

• Deep Learning based Recommender System: A Survey and New Perspectives [1707.07435]​

• ​grahamjenson/list_of_recommender_systems​

• ​hongleizhang/RSPapers​

Resources

• ​NicolasHug/Surprise​

• ​microsoft/recommenders​

Models

Implicit Feedback

• BPR: Bayesian Personalized Ranking from Implicit Feedback (BPR) [1205.2618]​

• Wide and Deep [1606.07792]​

• Neural Collaborative Filtering (NCF) [1708.05031]​

Explicit Feedback

• ​

Others

Dataset

Metrics

• NDCG

• Hit Rate

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