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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.
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
Created
2019-04-02
63 commits to master branch, last one 3 years ago
[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"
Created
2023-10-23
147 commits to main branch, last one 6 months ago
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
Created
2020-10-23
628 commits to master branch, last one about a year ago
A simple content-based recommender implemented in javascript
Created
2017-12-23
70 commits to master branch, last one 4 years ago
PyTorch-Lightning Library for Neural News Recommendation
Created
2023-08-06
44 commits to main branch, last one 7 months ago
Next-up, a movie recommendation system project created for Microsoft Intern Engage' 2022. I got selected for Software Engineering Internship '23 at Microsoft via this program.
Created
2022-05-21
113 commits to main branch, last one 6 months ago
Complexly represent contents, build recommender systems, evaluate them. All in one place!
Created
2022-04-14
1,164 commits to master branch, last one 11 months ago