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:Julien Boelaert [aut, cre], Etienne Ollion [aut], Jan Sodoge [aut], Mohamed Megdoud [ctb], Otmane Naji [ctb], Arnaud Lemba Kote [ctb], Theo Renoud [ctb], Samuel Hym [ctb]

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'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.95 score 2 stars 45 scripts 453 downloads 11 exports 97 dependencies

Last updated 2 years agofrom:1fbd723aba. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 15 2024
R-4.5-linuxNOTENov 15 2024

Exports:aweSOMaweSOMdendrogramaweSOMplotaweSOMreorderaweSOMscreeplotaweSOMsilhouetteaweSOMsmoothdistcdtsomDistsomInitsomQuality

Dependencies:base64encbitbit64bslibcachemcellrangerclassclicliprclustercolorspacecommonmarkcpp11crayoncrosstalkdata.tabledigestdotCall64DTe1071evaluatefansifarverfastmapfieldsfontawesomeforcatsforeignfsggplot2gluegridExtragtablehavenhighrhmshtmltoolshtmlwidgetshttpuvisobandjquerylibjsonlitekernlabknitrkohonenlabelinglaterlatticelazyevallifecyclemagrittrmapsMASSMatrixmemoisemgcvmimemintymunsellnlmepillarpkgconfigprettyunitsprogresspromisesproxyR6rappdirsrclipboardRColorBrewerRcppreadODSreadrreadxlrematchrlangrmarkdownsassscalesshinysourcetoolsspamstringitibbletidyselecttinytextzdbutf8vctrsviridisviridisLitevroomwithrxfunxtableyamlzip

aweSOM

Rendered fromaweSOM.Rmdusingknitr::rmarkdownon Nov 15 2024.

Last update: 2021-03-18
Started: 2021-01-22