Decoupling multivariate functions using tensor decompositions, in Jax.
Project description
Untangle
Fast tensor decoupling in Jax. Collection of algorithms for decoupling multivariate functions using tensor decompositions.
This project was built using uv (https://docs.astral.sh/uv).
Installation
You can easily get untangle from PyPI:
pip install tensor-decoupling # (untangle was already taken...)
Otherwise, for a local uv installation:
git clone git@github.com:mrochk/untangle.git
uv add untangle
Algorithms
- Basic Tensor Decoupling:
untangle/algorithm/basic - Polynomial Constrained Tensor Decoupling:
untangle/algorithm/ctd_polynomial - CMTF-BSD:
untangle/algorithm/cmtf_bspline - CMTF-PSD:
untangle/algorithm/cmtf_pspline
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