Warning!!

The pysisso package has been archived. There was not much attraction from users anymore and no time to maintain. Also the new SISSO++ package, reimplemented in C++ and with python bindings is likely to be more efficient and used. More information here: https://sissopp_developers.gitlab.io/sissopp/#

If you still have a need and would like support from us to revive the pysisso package, don't hesitate to contact us at info@matgenix.com.

Python interface to the SISSO (Sure Independence Screening and Sparsifying Operator) method.

The pysisso package is a python interface to the SISSO code (https://github.com/rouyang2017/SISSO).

The interface has been developed in accordance with scikit-learn's API so that SISSO can be directly integrated in sklearn's pipelines or cross-validation schemes for example.

The documentation is available here: https://matgenix.github.io/pysisso/.

Installation

pysisso is available on Pypi and is easily installed with:

pip install pysisso

Usage examples

Currently, pysisso provides a few usage examples in the examples_usage directory.

Copyright

Copyright (c) 2020, Matgenix SRL, All rights reserved. Distributed open source for academic and non-profit users. Contact Matgenix for commercial usage. See LICENSE file for details.