https://github.com/ax-ekk/apcluster
R package implementing affinity propagation clustering along with various utilities
Science Score: 13.0%
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Low similarity (5.9%) to scientific vocabulary
Last synced: 10 months ago
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Repository
R package implementing affinity propagation clustering along with various utilities
Basic Info
- Host: GitHub
- Owner: ax-ekk
- Default Branch: master
- Homepage: http://www.bioinf.jku.at/software/apcluster/
- Size: 236 KB
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Created over 2 years ago
· Last pushed almost 3 years ago
https://github.com/ax-ekk/apcluster/blob/master/
# APCluster - An R Package for Affinity Propagation Clustering Implements Affinity Propagation clustering introduced by Frey and Dueck (2007; [DOI:10.1126/science.1136800](http://dx.doi.org/10.1126/science.1136800)). The algorithms are largely analogous to the 'Matlab' code published by Frey and Dueck. The package further provides leveraged affinity propagation and an algorithm for exemplar-based agglomerative clustering that can also be used to join clusters obtained from affinity propagation. Various plotting functions are available for analyzing clustering results. This is the source code repository. The package can be installed from [CRAN](https://CRAN.R-project.org/package=apcluster). Further information and installation instructions are also available from http://www.bioinf.jku.at/software/apcluster/. The package is maintained by Ulrich Bodenhofer. The package itself has grown over the years in which multiple students have contributed significant parts: Johannes Palme, Chrats Melkonian, Andreas Kothmeier, and Nikola Kostic
Owner
- Login: ax-ekk
- Kind: user
- Repositories: 1
- Profile: https://github.com/ax-ekk