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Python implementation of collaborative filtering recommendation algorithm

188313135
2014-05-28 01:05:28
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AlgorithmAlgorithm PythonPython

Description

Collaborative filtering recommendation algorithm Python implementation, including both UserBaseCF and ItemBaseCF, use the Movielens data sets, included in the source code.
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File list

Tips: You can preview the content of files by clicking file names^_^
Name Size Date
01.97 kB
01.97 kB
.name6.00 B2013-11-07 14:04
ItemCF.iml295.00 B2013-11-07 14:04
encodings.xml171.00 B2013-11-07 14:04
misc.xml231.00 B2013-11-07 14:04
modules.xml275.00 B2013-11-07 14:04
other.xml194.00 B2013-11-07 14:05
01.97 kB
scope_settings.xml143.00 B2013-11-07 14:04
testrunner.xml256.00 B2013-11-07 14:05
vcs.xml173.00 B2013-11-07 14:04
workspace.xml27.32 kB2014-05-20 19:32
ItemBasedCF.py2.17 kB2013-11-07 13:54
UserBasedCF.py2.47 kB2013-11-07 13:14
UserBasedCF.pyc3.28 kB2013-11-07 13:14
01.97 kB
01.97 kB
u.data1.89 MB2000-07-19 16:09
u.item230.80 kB2000-07-19 16:09
main.py231.00 B2013-11-07 13:09
path.py193.00 B2013-11-07 13:32
path.pyc448.00 B2013-11-07 13:33
recommendations.py2.57 kB2013-11-07 13:15
recommendations.pyc3.13 kB2013-11-07 13:15
...
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Comments

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hudi9299291000641
2015-02-02

下载来学习一下,希望能有用,谢谢提供者了!

solanouta
2015-05-06

点赞~很有帮助~不过能稍稍整理下就更好~

designcode
2015-06-08

感谢楼主分享,确实不错,我以前就是做个性化服务推荐的

ysjsgg
2015-07-07

据说很好的样子,所以也来凑个热闹,下载下来玩玩

Reina2016
2016-03-21

最近在研究个性化推荐算法,楼主的算法流程很详细,谢谢分享啦

qjkobe
2016-03-24

下载来学习一下,希望能有用,谢谢提供者了!

blacklist_116
2016-06-24

recommendation文件里没有loadMovieLens这个函数啊

纸蜻蜓
2016-09-12

感谢楼主,正好想学习一下这方面的内容

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Python implementation of collaborative filtering recommendation algorithm (803.38 kB)

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