Somoclu is a cluster-oriented implementation of self-organizing maps. It relies on MPI for distributing the workload, and it can be accelerated by CUDA on a GPU cluster. A sparse kernel is also included, which is useful for training maps on vector spaces generated in text mining processes.
Version: | 1.4.1 |
Depends: | Rcpp |
Published: | 2014-09-07 |
Author: | Peter Wittek [aut], Shichao Gao [cre] |
Maintainer: | Shichao Gao <xgdgsc at gmail.com> |
BugReports: | https://github.com/peterwittek/somoclu/issues |
License: | GPL-3 |
URL: | http://peterwittek.github.io/somoclu/ |
NeedsCompilation: | yes |
SystemRequirements: | GNU make |
CRAN checks: | Rsomoclu results |
Reference manual: | Rsomoclu.pdf |
Package source: | Rsomoclu_1.4.1.tar.gz |
Windows binaries: | r-devel: Rsomoclu_1.4.1.zip, r-release: Rsomoclu_1.4.1.zip, r-oldrel: Rsomoclu_1.4.1.zip |
OS X Snow Leopard binaries: | r-release: Rsomoclu_1.4.1.tgz, r-oldrel: Rsomoclu_1.4.1.tgz |
OS X Mavericks binaries: | r-release: Rsomoclu_1.4.1.tgz |
Old sources: | Rsomoclu archive |