MaurizioFD / RecSys2019_DeepLearning_Evaluation

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.

Date Created 2019-04-02 (5 years ago)

Commits 63 (last one 3 years ago)

Stargazers 987 (0 this week)

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License agpl-3.0

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RepositoryStats indexes 628,089 repositories, of these MaurizioFD/RecSys2019_DeepLearning_Evaluation is ranked #53,476 (91st percentile) for total stargazers, and #57,720 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #8,552/127,953.

MaurizioFD/RecSys2019_DeepLearning_Evaluation is also tagged with popular topics, for these it's ranked: deep-learning (#1,332/8781), neural-network (#220/1135), recommender-system (#40/280), recommendation-system (#16/126)

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MaurizioFD/RecSys2019_DeepLearning_Evaluation has 2 open pull requests on Github, 0 pull requests have been merged over the lifetime of the repository.

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

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updated: 2025-03-07 @ 12:09pm, id: 179096172 / R_kgDOCqzKbA