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popsom7  

A Fast, User-Friendly Implementation of Self-Organizing Maps (SOMs)
View on CRAN: Click here


Download and install popsom7 package within the R console
Install from CRAN:
install.packages("popsom7")

Install from Github:
library("remotes")
install_github("cran/popsom7")

Install by package version:
library("remotes")
install_version("popsom7", "7.1.0")



Attach the package and use:
library("popsom7")
Maintained by
Lutz Hamel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-19
Latest Update: 2025-03-02
Description:
Self-organizing maps with a number of distinguishing features: (1) Automatic centroid detection and cluster visualization using starbursts, for more details see the paper "Improved Interpretability of the Unified Distance Matrix with Connected Components" by Hamel and Brown (2011) in <ISBN:1-60132-168-6>. (2) Two models of the data: (a) a self organizing map model, (b) a centroid based clustering model. (3) A number of easily accessible quality metrics, Hamel (2016) <doi:10.1007/978-3-319-28518-4_4>.
How to cite:
Lutz Hamel (2025). popsom7: A Fast, User-Friendly Implementation of Self-Organizing Maps (SOMs). R package version 7.1.0, https://cran.r-project.org/web/packages/popsom7. Accessed 26 Jun. 2026.
Previous versions and publish date:
7.0.0 (2025-02-19 16:00)
Other packages that cited popsom7 R package
View popsom7 citation profile
Other R packages that popsom7 depends, imports, suggests or enhances
Complete documentation for popsom7
Functions, R codes and Examples using the popsom7 R package
Full popsom7 package functions and examples
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