Other packages > Find by keyword >

aweSOM  

Interactive Self-Organizing Maps
View on CRAN: Click here


Download and install aweSOM package within the R console
Install from CRAN:
install.packages("aweSOM")

Install from Github:
library("remotes")
install_github("cran/aweSOM")

Install by package version:
library("remotes")
install_version("aweSOM", "1.3")



Attach the package and use:
library("aweSOM")
Maintained by
Julien Boelaert
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-22
Latest Update: 2022-08-30
Description:
Self-organizing maps (also known as SOM, see Kohonen (2001) ) 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.
How to cite:
Julien Boelaert (2021). aweSOM: Interactive Self-Organizing Maps. R package version 1.3, https://cran.r-project.org/web/packages/aweSOM. Accessed 08 Mar. 2026.
Previous versions and publish date:
1.0 (2021-01-22 09:10), 1.1 (2021-02-15 11:40), 1.2 (2021-03-18 19:30)
Other packages that cited aweSOM R package
View aweSOM citation profile
Other R packages that aweSOM depends, imports, suggests or enhances
Complete documentation for aweSOM
Functions, R codes and Examples using the aweSOM R package
Some associated functions: aweSOM-package . aweSOM . aweSOMdendrogram . aweSOMplot . aweSOMreorder . aweSOMscreeplot . aweSOMsilhouette . aweSOMsmoothdist . cdt . somDist . somInit . somQuality . 
Some associated R codes: aweSOM-package.R . aweSOM.R . import.R . plots.R . train.R .  Full aweSOM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

candisc  
Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis
Functions for computing and visualizing generalized canonical discriminant analyses and canonical c ...
Download / Learn more Package Citations See dependency  
generator  
Generate Data Containing Fake Personally Identifiable Information
Allows users to quickly and easily generate fake data containing Personally Identifiable Informatio ...
Download / Learn more Package Citations See dependency  
vars  
VAR Modelling
Estimation, lag selection, diagnostic testing, forecasting, causality analysis, forecast error varia ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ptycho  
Bayesian Variable Selection with Hierarchical Priors
Bayesian variable selection for linear regression models using hierarchical priors. There is a pr ...
Download / Learn more Package Citations See dependency  

26,270

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA