This package is considered a duplicate. The official version of this package is found at:https://xgdgsc.r-universe.dev/Rsomoclu
Package: Rsomoclu 1.7.6
Shichao Gao
Rsomoclu: Somoclu
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>.
Authors:
Rsomoclu_1.7.6.tar.gz
Rsomoclu_1.7.6.tar.gz(r-4.5-noble)Rsomoclu_1.7.6.tar.gz(r-4.4-noble)
Rsomoclu_1.7.6.tgz(r-4.4-emscripten)Rsomoclu_1.7.6.tgz(r-4.3-emscripten)
Rsomoclu.pdf |Rsomoclu.html✨
Rsomoclu/json (API)
| # Install 'Rsomoclu' in R: |
| install.packages('Rsomoclu', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/peterwittek/somoclu/issues
Datasets:
- rgbs - Tiny rgbs data
Last updated 2 years agofrom:f4c8ddd91e. Checks:1 OK, 1 NOTE. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 28 2025 |
| R-4.5-linux-x86_64 | NOTE | Feb 28 2025 |
Exports:Rsomoclu.kohonenRsomoclu.train
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| tiny rgbs data | rgbs |
| convert Somoclu train result to kohonen class for plotting | Rsomoclu.kohonen |
| Train function for Somoclu | Rsomoclu.train |
