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", "4.0.1")



Attach the package and use:
library("Umatrix")
Maintained by
Jorn Lotsch
[Scholar Profile | Author Map]
First Published: 2017-12-12
Latest Update: 2023-06-14
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 4.0.1, https://cran.r-project.org/web/packages/Umatrix. Accessed 29 Apr. 2025.
Previous versions and publish date:
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 (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
03/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/28Downloads for Umatrix010203040506070TrendBars

Today's Hot Picks in Authors and Packages

phecodemap  
Visualization for PheCode Mapping with ICD-9 and ICD-10-CM Codes
To build a shiny app for visualization of the hierarchy of PheCode Mapping with International Classi ...
Download / Learn more Package Citations See dependency  
knockoff  
The Knockoff Filter for Controlled Variable Selection
The knockoff filter is a general procedure for controlling the false discovery rate (FDR) when perf ...
Download / Learn more Package Citations See dependency  
NBBDesigns  
Neighbour Balanced Block Designs (NBBDesigns)
Neighbour-balanced designs ensure that no treatment is disadvantaged unfairly by its surroundings. T ...
Download / Learn more Package Citations See dependency  
PCAmatchR  
Match Cases to Controls Based on Genotype Principal Components
Matches cases to controls based on genotype principal components (PC). In order to produce better r ...
Download / Learn more Package Citations See dependency  
bigGP  
Distributed Gaussian Process Calculations
Distributes Gaussian process calculations across nodes in a distributed memory setting, using Rmpi. ...
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  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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