Package: aweSOM 1.3
Julien Boelaert
aweSOM: Interactive Self-Organizing Maps
Self-organizing maps (also known as SOM, see Kohonen (2001) <doi:10.1007/978-3-642-56927-2>) are a method for dimensionality reduction and clustering of continuous data. This package introduces interactive (html) graphics for easier analysis of SOM results. It also features an interactive interface, for push-button training and visualization of SOM on numeric, categorical or mixed data, as well as tools to evaluate the quality of SOM.
Authors:
aweSOM_1.3.tar.gz
aweSOM_1.3.tar.gz(r-4.5-noble)aweSOM_1.3.tar.gz(r-4.4-noble)
aweSOM_1.3.tgz(r-4.4-emscripten)aweSOM_1.3.tgz(r-4.3-emscripten)
aweSOM.pdf |aweSOM.html✨
aweSOM/json (API)
NEWS
| # Install 'aweSOM' in R: |
| install.packages('aweSOM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:1fbd723aba. Checks:1 OK, 1 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 13 2025 |
| R-4.5-linux | NOTE | Feb 13 2025 |
Exports:aweSOMaweSOMdendrogramaweSOMplotaweSOMreorderaweSOMscreeplotaweSOMsilhouetteaweSOMsmoothdistcdtsomDistsomInitsomQuality
Dependencies:base64encbitbit64bslibcachemcellrangerclassclicliprclustercolorspacecommonmarkcpp11crayoncrosstalkdata.tabledigestdotCall64DTe1071evaluatefansifarverfastmapfieldsfontawesomeforcatsforeignfsggplot2gluegridExtragtablehavenhighrhmshtmltoolshtmlwidgetshttpuvisobandjquerylibjsonlitekernlabknitrkohonenlabelinglaterlatticelazyevallifecyclemagrittrmapsMASSMatrixmemoisemgcvmimemintymunsellnlmepillarpkgconfigprettyunitsprogresspromisesproxyR6rappdirsrclipboardRColorBrewerRcppreadODSreadrreadxlrematchrlangrmarkdownsassscalesshinysourcetoolsspamstringitibbletidyselecttinytextzdbutf8vctrsviridisviridisLitevroomwithrxfunxtableyamlzip
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Interactive Self-Organizing Maps | aweSOM-package |
| aweSOM interface | aweSOM |
| Dendogram of hierarchical clustering of SOM cells | aweSOMdendrogram |
| Interactive SOM plots | aweSOMplot |
| Reorder variables for SOM plot | aweSOMreorder |
| Screeplot of SOM superclasses | aweSOMscreeplot |
| Silhouette plot of SOM superclasses | aweSOMsilhouette |
| Smooth Distance Plot for SOM | aweSOMsmoothdist |
| Complete disjunctive table | cdt |
| Distance measures on a SOM | somDist |
| Initialize SOM prototypes | somInit |
| SOM quality measures | somQuality |