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Recommender System Machine Learning Project

For the course CS-433 (Pattern Classification and Machine Learning) at the EPFL, we had to work on a Recommender System. The competition on Kaggle can be found here: https://inclass.kaggle.com/c/epfml-rec-sys. Our team on Kaggle is Just Keep Swimming !.

Results

  • Public Leaderboard:
    • 4th with RMSE of 0.97452
  • Private Leaderboard
    • 4th with RMSE of 0.97653

Folders

  • code: The final code given for the submission of the project
  • draft: Bunch of Python notebooks and python code created during the whole project
  • report: Report in LaTeX (link to the pdf)

Questions

If you have questions, please contact the authors about the project: