Here, you can find links to repositories with datasets useful for recommendation tasks. Please, feel to contact us in case you want to add more repositories.
-Recommender Systems and Personalization Datasets @ UCSD.edu
-Datasets For Recommender Systems @ RUC.edu.cn
-X-Wines - A world wine dataset with 5-stars user ratings @ IFRS.edu.br