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Recommender System Evaluation

DescriptionNotebook
Basics of Evaluation metrics Part I
Basics of Evaluation metrics Part II
Basics of Evaluation metrics Part III
Wikirecs model eval
Recometrics LightFM
Adaptive Estimator Selection for Off-Policy Evaluation
Evaluating a New Fraud Policy with DM, IPW, and DR Methods
Evaluation of Multiple Off-Policy Estimators on Synthetic Dataset
Optimal Off-Policy Evaluation from Multiple Logging Policies
Evaluating Standard Off-Policy Estimators with Small Sample Open-Bandit Dataset
Evaluating the Robustness of Off-Policy Evaluation
Amazon Data Model Evaluation Part I
Amazon Data Model Evaluation Part II
Amazon Data Model Evaluation Part III
Amazon Data Model Evaluation Part IV
Behavioral Evaluation