groupyr: Sparse Groups Lasso in Python
Project description
groupyr: Sparse Group Lasso in Python
groupyr is a Python library for penalized regression of grouped covariates. This is the groupyr development site. You can view the source code, file new issues, and contribute to groupyr's development. If you just want to learn how to install and use groupyr, please look at the groupyr documentation.
Contributing
We love contributions! groupyr is open source, built on open source, and we'd love to have you hang out in our community.
We have developed some guidelines for contributing to groupyr.
Citing groupyr
If you use groupyr in a scientific publication, please see our citation instructions.
Acknowledgements
groupyr development is supported through a grant from the Gordon and Betty Moore Foundation and from the Alfred P. Sloan Foundation to the University of Washington eScience Institute, as well as NIH Collaborative Research in Computational Neuroscience grant R01EB027585-01 through the National Institute of Biomedical Imaging and Bioengineering to Eleftherios Garyfallidis (Indiana University) and Ariel Rokem (University of Washington).
The API design of groupyr was facilitated by the scikit-learn project template and it therefore borrows heavily from scikit-learn. groupyr relies on the copt optimization library for its solver. The groupyr logo is a flipped silhouette of an image from J. E. Randall and is licensed CC BY-SA.
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