Other packages > Find by keyword >

Umatrix  

Visualization of Structures in High-Dimensional Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Umatrix", "4.0.2")



Attach the package and use:
library("Umatrix")
Maintained by
Jorn Lotsch
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-12-12
Latest Update: 2025-05-28
Description:
By gaining the property of emergence through self-organization, the enhancement of SOMs(self organizing maps) is called Emergent SOM (ESOM). The result of the projection by ESOM is a grid of neurons which can be visualised as a three dimensional landscape in form of the Umatrix. Further details can be found in the referenced publications (see url). This package offers tools for calculating and visualising the ESOM as well as Umatrix, Pmatrix and UStarMatrix. All the functionality is also available through graphical user interfaces implemented in 'shiny'.
How to cite:
Jorn Lotsch (2017). Umatrix: Visualization of Structures in High-Dimensional Data. R package version 4.0.2, https://cran.r-project.org/web/packages/Umatrix. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 08:28), 3.0 (2017-12-12 16:56), 3.1 (2017-12-18 17:20), 3.3 (2020-02-12 13:50), 3.4.1 (2023-11-25 13:00), 3.4 (2023-06-14 11:52), 4.0.1 (2024-08-17 08:30), 4.0 (2024-04-25 11:30)
Other packages that cited Umatrix R package
View Umatrix citation profile
Other R packages that Umatrix depends, imports, suggests or enhances
Complete documentation for Umatrix
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  
bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  
tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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