pmf

所属分类:人工智能/神经网络/深度学习
开发工具:Python
文件大小:22812KB
下载次数:0
上传日期:2020-11-20 10:24:24
上 传 者QAQ徐大sao
说明:  多种经典矩阵分解算法包,含但不局限于PMF,biasSVD,SVD+,MF ,knn,AUTORE
(Classical matrix decomposition algorithms,including:PMF,biasSVD,SVD+,MF,KNN and AUTORE)

文件列表:
pmf (0, 2020-11-20)
pmf\1test_pmd.py (3691, 2020-11-06)
pmf\2test_biassvd.py (4836, 2020-11-06)
pmf\3test_autorec.py (5478, 2020-11-10)
pmf\4test_cade.py (6442, 2020-11-06)
pmf\5test_puresvd.py (383, 2020-07-01)
pmf\6test_svdplus.py (5468, 2020-11-06)
pmf\autorec.py (4847, 2020-07-01)
pmf\biassvd.py (3597, 2020-10-21)
pmf\cdae.py (6184, 2020-07-01)
pmf\data.py (1384, 2020-10-20)
pmf\data.txt (2515594, 2020-10-20)
pmf\datasets (0, 2020-07-01)
pmf\datasets\filmtrust (0, 2020-07-01)
pmf\datasets\filmtrust\ratings.txt (376445, 2020-07-01)
pmf\datasets\filmtrust\trust.txt (19611, 2020-07-01)
pmf\datasets\ml-100k (0, 2020-07-01)
pmf\datasets\ml-100k\allbut.pl (716, 2020-07-01)
pmf\datasets\ml-100k\mku.sh (643, 2020-07-01)
pmf\datasets\ml-100k\u.data (1979173, 2020-07-01)
pmf\datasets\ml-100k\u.genre (202, 2020-07-01)
pmf\datasets\ml-100k\u.info (36, 2020-07-01)
pmf\datasets\ml-100k\u.item (236344, 2020-07-01)
pmf\datasets\ml-100k\u.occupation (193, 2020-07-01)
pmf\datasets\ml-100k\u.user (22628, 2020-07-01)
pmf\datasets\ml-100k\u1.base (1586544, 2020-07-01)
pmf\datasets\ml-100k\u1.test (392629, 2020-07-01)
pmf\datasets\ml-100k\u2.base (1583948, 2020-07-01)
pmf\datasets\ml-100k\u2.test (395225, 2020-07-01)
pmf\datasets\ml-100k\u3.base (1582546, 2020-07-01)
pmf\datasets\ml-100k\u3.test (396627, 2020-07-01)
pmf\datasets\ml-100k\u4.base (1581878, 2020-07-01)
pmf\datasets\ml-100k\u4.test (397295, 2020-07-01)
pmf\datasets\ml-100k\u5.base (1581776, 2020-07-01)
pmf\datasets\ml-100k\u5.test (397397, 2020-07-01)
pmf\datasets\ml-100k\ua.base (1792501, 2020-07-01)
pmf\datasets\ml-100k\ua.test (186672, 2020-07-01)
pmf\datasets\ml-100k\ub.base (1792476, 2020-07-01)
... ...

# Recommender-Systems collaborative filtering methods for recommender systems demo 请看项目中的 .ipynb 文件 相关博客地址: - 基于近邻的推荐: https://zhuanlan.zhihu.com/p/142897735 - 矩阵分解家族: https://zhuanlan.zhihu.com/p/116846017 - 深度学习家族: https://zhuanlan.zhihu.com/p/152596132

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