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HOSVD

Python implementation of the Higher Order Singular Value Decomposition (Tensor SVD)

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/learn @hencran/HOSVD
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0/100

Supported Platforms

Universal

README

HOSVD

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Python implementation of the Higher Order Singular Value Decomposition (Tensor SVD)

Use the HOSVD.py file to find classes for performing the SVD and HOSVD. This code follows the work published in De Lathauwer, Lieven, Bart De Moor, and Joos Vandewalle. "A multilinear singular value decomposition." SIAM journal on Matrix Analysis and Applications 21.4 (2000): 1253-1278.

Related Skills

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GitHub Stars5
CategoryDevelopment
Updated11d ago
Forks2

Languages

Python

Security Score

85/100

Audited on Mar 28, 2026

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