Metadata-Version: 2.1
Name: sopnmf
Version: 0.0.3
Summary: Stochastic Orthogonal Projective Non-negative Matrix Factorization
Home-page: https://github.com/anbai106/SOPNMF
Author: junhao.wen
Author-email: junhao.wen89@email.com
License: UNKNOWN
Description: <h1 align="center">
          <a href="http://www.junhaowen.com/SOPNMF/">
            <img src="http://www.junhaowen.com/SOPNMF/images/sopnmf.png" alt="SOPNMF Logo" width="120" height="120">
          </a>
          <br/>
          SOPNMF
        </h1>
        
        <p align="center"><strong>Stochastic orthogonally projective non-negative matrix factorization</strong></p>
        
        <p align="center">
          <a href="http://www.junhaowen.com/SOPNMF/">Documentation</a> |
          <a href="http://www.junhaowen.com/SOPNMF/">Paper</a>
        </p>
        
        ## About the project
        **SOPNMF** is the python implementation of the Matlab version of Orthogonal Projective Non-negative Matrix Factorization: [brainparts](https://github.com/asotiras/brainparts), and its stochastic extension.
        
        > :warning: **The documentation of this software is currently under development**
        
        ## Citing this work
        > Sotiras, A., Resnick, S.M. and Davatzikos, C., 2015. **Finding imaging patterns of structural covariance via non-negative matrix factorization**. Neuroimage, 108, pp.1-16. [doi:10.1016/j.neuroimage.2014.11.045](https://www.sciencedirect.com/science/article/pii/S1053811914009756?via%3Dihub)
        > TBD
        
        ## Publications around SOPNMF
        > Wen, J., Varol, E., Sotiras, A., Yang, Z., Chand, G.B., Erus, G., Shou, H., Abdulkadir, A., Hwang, G., Dwyer, D.B. and Pigoni, A., 2022. Multi-scale semi-supervised clustering of brain images: deriving disease subtypes. Medical Image Analysis, 75, p.102304. - [Link](https://scholar.google.com/citations?view_op=view_citation&hl=en&user=4Wq_FukAAAAJ&sortby=pubdate&citation_for_view=4Wq_FukAAAAJ:9ZlFYXVOiuMC)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
