[SciPy-Dev] Tensor decompositions

Matthew Rocklin mrocklin at gmail.com
Thu Oct 3 16:01:44 EDT 2013


Are tensor decompositions implemented anywhere in the scipy ecosystem?  I'm
looking for something similar to Matlab's Tensor
Toolbox.<http://www.sandia.gov/~tgkolda/TensorToolbox/index-2.5.html>

By tensor I mean multilinear algebra.  By decomposition I mean algorithms
like CP decomposition <http://en.wikipedia.org/wiki/CP_decomposition> or Tucker
decomposition <http://en.wikipedia.org/wiki/Tucker_decomposition> and, in
particular, their sparse and non-negative variants.

If they don't exist does anyone have suggestions for starting points for
development?

Best,
-Matthew
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