Are there implementations available for any co-clustering algorithms in python? The scikit-learn package has k-means and hierarchical clustering but seems to be missing this class of clustering.
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The BiBench package introduced here: https://etd.ohiolink.edu/ap:10:0::NO:10:P10_ACCESSION_NUM:osu1332533492 looks promising. It can be found here: http://bmi.osu.edu/hpc/software/bibench/ – seth Jul 21 '13 at 00:59
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The fastest clustering algorithm I know of does this:
Repeat O(log N) times: C = M x X
Where X is N x dim and M is clus x N...
If your clusters are not "flat"...
Perform f(X) = ... This just projects X onto some "flat" space...
Phil
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