Discussion:
[Scikit-learn-general] Out of sample extensions
David Collins
2016-01-22 17:06:30 UTC
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Are the any out of sample extensions available for the LLE and ISOMAP
reduction methods? If not, can they simply be implemented with existing
scikit/numpy methods?

Dave Collins
Andreas Mueller
2016-01-22 18:09:58 UTC
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There actually seems to be a pretty well-cited Bengio 2003 NIPS paper:
http://papers.nips.cc/paper/2461-out-of-sample-extensions-for-lle-isomap-mds-eigenmaps-and-spectral-clustering.pdf

Maybe we should implement that?
Post by David Collins
Are the any out of sample extensions available for the LLE and ISOMAP
reduction methods? If not, can they simply be implemented with
existing scikit/numpy methods?
Dave Collins
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Gael Varoquaux
2016-01-22 18:17:49 UTC
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Post by Andreas Mueller
Maybe we should implement that?
+1

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