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1.3k

6.0k

mit

331

A Curated List of Must-read Papers on Recommender System.

survey read-papers deep-learning recommender-system social-recommender social-recommendation deep-learning-based-rs collaborative-filtering

Created 2018-01-30

272 commits to master branch, last one 23 days ago

QRec Coder-Yu

403

1.5k

unknown

69

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

algorithm tensorflow deep-learning recommender-system social-recommendation

Created 2016-09-24

893 commits to master branch, last one 5 months ago

RSAlgorithms hongleizhang

203

690

unknown

29

Some algorithms about traditional and social recommendation.

recommender-system social-recommendation traditional-recommendation

Created 2017-09-05

62 commits to master branch, last one about a month ago

Social-Recommendation npxiaoying

30

193

unknown

3

Summary of social recommendation papers and codes

deep-learning social-network recommender-system graph-neural-networks social-recommendation collaborative-filtering

Created 2020-08-21

42 commits to master branch, last one 2 years ago

GraphRec_PyTorch Wang-Shuo

47

186

gpl-3.0

7

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

pytorch recommendation graph-neural-networks social-recommendation

Created 2019-10-13

7 commits to master branch, last one 4 years ago

diffnet PeiJieSun

45

170

mit

4

Graph Neural Network based Social Recommendation Model. SIGIR2019.

gcn gnn sigir2019 neural-graph neural-network recommendation graph-neural-network neural-network-graph social-recommendation graph-convolutional-network neural-graph-recommendation

Created 2019-04-19

102 commits to master branch, last one about a year ago

Recommender-Systems-Paper hegongshan

19

139

unknown

1

Must-read Papers for Recommender Systems (RS)

deep-learning learning-to-rank rating-prediction click-through-rate recommender-systems graph-neural-network matrix-factorization social-recommendation top-n-recommendations collaborative-filtering sequential-recommendation explainable-recommendation graph-based-recommendation graph-convolutional-network conversational-recommendation point-of-interest-recommendation

Created 2020-09-13

103 commits to master branch, last one 3 years ago

Awesome-Recommender-System loserChen

19

81

unknown

6

The collection of papers about recommender system

paper awesome attention embeddings ctr-prediction rating-prediction poi-recommendation recommender-system social-recommendation collaborative-filtering

Created 2019-12-28

28 commits to master branch, last one 2 months ago