/Constructive-TT

Code for constructive TT-representation of the tensors

Primary LanguageJupyter NotebookBSD 3-Clause "New" or "Revised" LicenseBSD-3-Clause

Code for Constructive TT approximation

This is repository with code and examples for the paper ``Constructive TT-representation of the tensors given as index interaction functions with applications''

To run exiprements one needs to install dependeces first: pip install -r requirements.txt

and install ttgames

git clone https://github.com/rballester/ttgames.git
cd ttgames
pip install .

The examples are in the ipynb files and do not require additional installations.

Link to the paper.

Please, cite this algorithm as

@inproceedings{
ryzhakov2023constructive,
title={Constructive {TT}-representation of the tensors given as index interaction functions with applications},
author={Gleb Ryzhakov and Ivan Oseledets},
booktitle={International Conference on Learning Representations},
year={2023},
url={https://openreview.net/forum?id=yLzLfM-Esnu}
}