collaborative-filtering topic

List collaborative-filtering repositories

raptor

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A lightweight product recommendation system (Item Based Collaborative Filtering) developed in Haskell.

Deep-AutoEncoder-Recommendation

60
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21
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Keras implementation of AutoRec and DeepRecommender from Nvidia.

collaborative-filtering

45
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Recommendation engine based on collaborative filtering

Memory-based-collaborative-filtering

51
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23
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高效的协同过滤算法实现——推荐系统

polara

249
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23
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Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.

recsys19_hybridsvd

25
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14
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Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.

ENMF

148
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28
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This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.

SIGIR2020_peterrec

196
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36
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Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

gorse

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739
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Gorse open source recommender system engine

RecSys2019_DeepLearning_Evaluation

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250
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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.