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Recommendation System for Yelp in Python

Build Status

A recommender system in Python built with ??NodeJs. It uses the popular MovieLens database which includes information about movies and ratings of users. The recommender system implements the following recommendation strategies:

  • linear regression with gradient descent learning
  • content based recommendation
  • collaborative filtering (CF) recommendation
    • item based CF
    • user based CF

Installation

  • git clone git@github.com:javascript-machine-learning/movielens-recommender-system-javascript.git
  • cd movielens-recommender-system-javascript
  • npm install
  • npm start