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RecSys2019_DeepLearning_Evaluation

MaurizioFD•PUBLIC

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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.

bprbprmfbprslimcollaborative-filteringcontent-based-recommendationdeep-learning

GNU Affero General Public License v3.0

Created on Apr 2, 2019

Updated on Apr 1, 2026

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987

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252

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987

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74/100

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Recent Commits

Metric update and small refactoring

MaurizioFD•4 years ago

0fb6b7fView on GitHub

Update README.md

MaurizioFD•5 years ago

c173c96View on GitHub

Update README.md

MaurizioFD•5 years ago

15a89b5View on GitHub

Update README.md

MaurizioFD•5 years ago

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Update README.md

MaurizioFD•5 years ago

f5618c6View on GitHub

Merge remote-tracking branch 'origin/master'

Maurizio Ferrari Dacrema•5 years ago

6dfa28aView on GitHub

Added small example on baseline usage

Maurizio Ferrari Dacrema•5 years ago

78bd708View on GitHub

Update README.md

MaurizioFD•5 years ago

29ab5daView on GitHub

Update README.md

MaurizioFD•5 years ago

16bc728View on GitHub

Documented arguments and bugfix for missing argument in content-based optimization

Maurizio Ferrari Dacrema•5 years ago

84e1ce8View on GitHub

Merge remote-tracking branch 'origin/master'

Maurizio Ferrari Dacrema•5 years ago

dc72287View on GitHub

Correct EASE R and update full results. Minor typos and formatting

Maurizio Ferrari Dacrema•5 years ago

a1e7139View on GitHub

Correct EASE R and update full results. Minor typos and formatting

Maurizio Ferrari Dacrema•5 years ago

14e765bView on GitHub

Update README.md

MaurizioFD•5 years ago

155f8ddView on GitHub

Update with the experiments of our CIKM 2020 article "Critically Examining the Claimed Value of Convolutions over User-Item Embedding Maps for Recommender Systems". Fixed some typos.

Maurizio Ferrari Dacrema•5 years ago

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RecSys2019_DeepLearning_Evaluation

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