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Re:Top ten algorithms in data mining (2007) [pdf] by lkozma on Tuesday December 18, 2012 @05:37PM (#4940018)
Four years ago I took a class based on that paper where we implemented all ten algorithms (every participant every algorithm). It was a very instructive and somewhat painful experience. The course website is still online, if anyone is interested, the presentations of the algorithms and the matlab/python code stub for each algorithm might be useful.

http://www.cis.hut.fi/Opinnot/T-61.6020/2008/

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