.. 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.

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The pysisso package has been archived.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.