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MF_Model

本仓库包含基于矩阵分解的推荐算法,主要为传统矩阵分解:FunkSVD,UBV。以及异质评分跨域矩阵分解:TMF,TCF,ITCF。

Funk_SVD

矩阵分解算法

详情见README.pdf

UBV

矩阵三因子分解

详情见README.pdf

TMF

参考文献: Mixed factorization for collaborative recommendation with heterogeneous explicit feedbacks

TCF

参考文献: Transfer Learning to Predict Missing Ratings via Heterogeneous User Feedbacks

ITCF

参考文献: Interaction-Rich Transfer Learning for Collaborative Filtering with Heterogeneous User Feedback

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