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Somoclu is a massively parallel implementation of self-organizing maps. It exploits multicore CPUs and it can be accelerated by CUDA. The topology of the map can be planar or toroid and the grid of neurons can be rectangular or hexagonal . Details refer to (Peter Wittek, et al (2017)) <doi:10.18637/jss.v078.i09>.
| Version: | 1.7.6 |
| Imports: | kohonen |
| LinkingTo: | Rcpp |
| Published: | 2022-09-26 |
| DOI: | 10.32614/CRAN.package.Rsomoclu |
| 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: | https://peterwittek.github.io/somoclu/ |
| NeedsCompilation: | yes |
| SystemRequirements: | C++11 |
| Citation: | Rsomoclu citation info |
| CRAN checks: | Rsomoclu results |
| Reference manual: | Rsomoclu.pdf |
| Package source: | Rsomoclu_1.7.6.tar.gz |
| Windows binaries: | r-devel: Rsomoclu_1.7.6.zip, r-release: Rsomoclu_1.7.6.zip, r-oldrel: Rsomoclu_1.7.6.zip |
| macOS binaries: | r-release (arm64): Rsomoclu_1.7.6.tgz, r-oldrel (arm64): Rsomoclu_1.7.6.tgz, r-release (x86_64): Rsomoclu_1.7.6.tgz, r-oldrel (x86_64): Rsomoclu_1.7.6.tgz |
| Old sources: | Rsomoclu archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.