Welcome to STARRED’s documentation!



STARRED is a two-channel deconvolution method powered by Starlet regularization and JAX automatic differentiation. It uses a Point Spread Function (PSF) narrower than the original one as kernel. It comes in the form of a Python package, and heavily depends on jax, matplotlib, numpy and scipy for its core functionality. The repository is on GitLab.

You can follow the example notebooks to learn how to use the core functionality of STARRED.

If you have already read our paper, you might want to proceed with the Installation or the Tutorial.


Feel free to read the instructions. You can also contact the code authors Kevin Michalewicz, Martin Millon or Fred Dux.


Last build of this documentation: Jul 17, 2024.