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MaurizioFD / RecSys2019_DeepLearning_Evaluation

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This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

deep-learning neural-network reproducible-research collaborative-filtering matrix-factorization hyperparameters bpr recommendation-system recommender-system reproducibility recommendation-algorithms knn matrix-completion evaluation-framework content-based-recommendation hybrid-recommender-system funksvd bprmf bprslim slimelasticnet
  • Updated May 25, 2023
  • Python

MaurizioFD / RecSys_Course_AT_PoliMi

Star 362

⚠️ [ARCHIVED] This version has been archived as of october 2024 and will not be updated anymore, please refer to the README for a link to the new version. This is the official repository for the Recommender Systems course at Politecnico di Milano.

algorithm cython tuning recsys recommender-system knn polimi politecnico-di-milano funksvd bprmf bprslim mseslim puresvd item-knn-recommender p3alpha rp3beta
  • Updated Oct 1, 2024
  • Jupyter Notebook

MaurizioFD / RecSys_Course_2017

Star 22

DEPRECATED This is the official repository for the 2017 Recommender Systems course at Polimi.

cython slim bpr recommender-system bprmf bprslim
  • Updated Nov 20, 2018
  • HTML

lpraat / RecSys

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Set of recommender systems

slim bpr recommender-system polimi hybrid-recommender-system bprslim
  • Updated Apr 16, 2019
  • Python

rbta-svg / recommender_systems_project

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A recommender system project, to predict TV shows starting from a URM and ICM matrix dataset. The project passed all the annointed professor baselines.

algorithm cython tuning recsys recommender-system knn polimi politecnico-di-milano funksvd bprmf bprslim mseslim puresvd item-knn-recommender p3alpha rp3beta
  • Updated Sep 21, 2022
  • HTML

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