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。
矩阵分解算法
详情见README.pdf
矩阵三因子分解
详情见README.pdf
参考文献: Mixed factorization for collaborative recommendation with heterogeneous explicit feedbacks
参考文献: Transfer Learning to Predict Missing Ratings via Heterogeneous User Feedbacks
参考文献: Interaction-Rich Transfer Learning for Collaborative Filtering with Heterogeneous User Feedback