2013/8/30 Will Buckner <wbuck...@beatsmusic.com>: > Damn, hmm. This just seems so so heavy to calculate reconstruction_err, > which isn't even used inside the algorithm. I don't even use it in the > pipeline. My current best idea is just to subclass ProjectedGradientNMF() > and overload fit_transform(), not computing reconstruction_err at all....
Try upgrading to the latest (Git) version of scikit-learn; I just pushed a patch that takes some 20-30% off the running time of NMF, and should decrease the memory usage too. -- Lars Buitinck Scientific programmer, ILPS University of Amsterdam ------------------------------------------------------------------------------ Learn the latest--Visual Studio 2012, SharePoint 2013, SQL 2012, more! Discover the easy way to master current and previous Microsoft technologies and advance your career. Get an incredible 1,500+ hours of step-by-step tutorial videos with LearnDevNow. Subscribe today and save! http://pubads.g.doubleclick.net/gampad/clk?id=58040911&iu=/4140/ostg.clktrk _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
