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:

• Joachim Muth: joachim.muth@epfl.ch
• Stefano Savarè: stefano.savare@epfl.ch
• Gael Lederrey: gael.lederrey@epfl.ch