Skip to content

Latest commit

 

History

History
7 lines (5 loc) · 682 Bytes

README.md

File metadata and controls

7 lines (5 loc) · 682 Bytes

Tensor-Network-Decompositions

Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (2020) by Karim Halaseh, Tommi Muller, and Elina Robeva. Paper available on arXiv at: https://arxiv.org/abs/2010.04202

Algorithms for orthogonal tensor trains of length 2 and matrix Diagonal-Orthogonal-Diagonal Decompositon (DODD) (Sections 3, 5, 6 in the paper) are implemented in Python, with the help of the TensorLy package, and are located in the Python folder.

Algorithms for longer symmetric, orthogonal tensor trains (Section 4 in the paper) are implemented in MATLAB, with the help of the Tensor Toolbox for MATLAB package, and are located in the MATLAB folder.