collaborative-filtering topic

List collaborative-filtering repositories

vae_cf

524
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156
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Variational autoencoders for collaborative filtering

elliot

266
Stars
49
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Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

funq

133
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49
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Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"

DeepMatch

2.2k
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531
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A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

pytorch-fm

993
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221
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Factorization Machine models in PyTorch

daisyRec

545
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86
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Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Co...

rsparse

167
Stars
31
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Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

librec

3.2k
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1.0k
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LibRec: A Leading Java Library for Recommender Systems, see

implicit

3.4k
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605
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Fast Python Collaborative Filtering for Implicit Feedback Datasets

RecBole

3.2k
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584
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A unified, comprehensive and efficient recommendation library