Python Tensor Toolbox
Project description
Copyright 2022 National Technology & Engineering Solutions of Sandia,
LLC (NTESS). Under the terms of Contract DE-NA0003525 with NTESS, the
U.S. Government retains certain rights in this software.
pyttb: Python Tensor Toolbox
Welcome to pyttb
, a set of Python classes and methods functions for
manipulating dense, sparse, and structured tensors, along with algorithms
for computing low-rank tensor models.
Tensor Classes:
tensor
: dense tensorssptensor
: sparse tensorsktensor
: Kruskal tensorstenmat
: matricized tensorsttensor
: Tucker tensors
Tensor Algorithms:
cp_als
,cp_apr
: Canonical Polyadic (CP) decompositionstucker_als
: Tucker decompostions
Getting Started
Check out the Documentation to get started.
Contributing
Check out our contributing guide.
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