🎓 Tensor Train Tutorials

This repository hosts two self-contained tutorial projects, each with its own examples, scripts, and documentation:

• tt-cross/: Tutorial on the TT-Cross method, with Jupyter notebooks and Python scripts.
• tt-svd/: Tutorial on the TT-SVD method, including multiple notebooks and data handling tools.

Each subfolder contains its own README.md with detailed usage instructions.

Pre-requistes

• Python version: 3.10.17
• numpy: 1.21.6
• matplotlib: 3.8.4
• scipy: 1.7.3
• scikit-image: 0.25.2
• Pytorch version: 2.7.0 (only required for "ex2_sdf" example in tt-svd)
• open3d: 0.17.0 (only required for "ex2_sdf" example in tt-svd)

For simplicity, you can run

pip install -r requirements.txt

Recommended: Start by exploring the README.md inside each directory to understand prerequisites, usage, and objectives.

For any questions, contact the author Teng Xue teng.xue@idiap.ch

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