mintusf / recommender-system-with-collaborative-filtering Goto Github PK
View Code? Open in Web Editor NEWThe program has two main functionalities. The first one is building a regularized recommender system with collaborative filtering and learning it with a "MovieLens" dataset (https://grouplens.org/datasets/movielens/) with 1 millions movie ratings. The second feature is finding recommendations for a new user, which is done by implementation of a content-based recommender system. A user, after inputting some ratings to the "Movies_fornewuser.txt" file, can use provided model, which was learnt using the first feature, to find new movies recommendations. In order to use, please read README.md.