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RecSys

A set of different kind of recommender systems developed for the Recommender System 2018 Challenge Polimi

You can find an implementation of:

  • Item-based KNN collaborative filtering algorithm
  • User-based KNN collaborative filtering algorithm
  • Sparse LInear Methods(SLIM) algorithm with Bayesian personalized ranking(BPR)
  • Hybrid models to ensemble different recommenders
  • ...and more

You can also find an implementation of a hyperparameter tuner used to search in the hyperparameter space.