Other packages > Find by keyword >

SOMbrero  

SOM Bound to Realize Euclidean and Relational Outputs
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SOMbrero", "1.4-2")



Attach the package and use:
library("SOMbrero")
Maintained by
Nathalie Vialaneix
[Scholar Profile | Author Map]
First Published: 2015-03-28
Latest Update: 2024-01-25
Description:
The stochastic (also called on-line) version of the Self-Organising Map (SOM) algorithm is provided. Different versions of the algorithm are implemented, for numeric and relational data and for contingency tables as described, respectively, in Kohonen (2001) <isbn:3-540-67921-9>, Olteanu & Villa-Vialaneix (2005) <doi:10.1016/j.neucom.2013.11.047> and Cottrell et al (2004) <doi:10.1016/j.neunet.2004.07.010>. The package also contains many plotting features (to help the user interpret the results), can handle (and impute) missing values and is delivered with a graphical user interface based on 'shiny'.
How to cite:
Nathalie Vialaneix (2015). SOMbrero: SOM Bound to Realize Euclidean and Relational Outputs. R package version 1.4-2, https://cran.r-project.org/web/packages/SOMbrero. Accessed 09 Apr. 2025.
Previous versions and publish date:
1.0 (2015-03-28 19:38), 1.1 (2015-11-04 19:04), 1.2-2 (2017-09-20 10:55), 1.2-3 (2018-02-05 19:52), 1.2-4 (2019-03-07 18:32), 1.2-5 (2020-03-05 13:20), 1.2 (2016-09-02 14:54), 1.3-1 (2020-08-11 09:50), 1.3 (2020-06-08 17:00), 1.4-1 (2022-01-03 18:10), 1.4 (2022-01-03 13:50)
Other packages that cited SOMbrero R package
View SOMbrero citation profile
Other R packages that SOMbrero depends, imports, suggests or enhances
Complete documentation for SOMbrero
Downloads during the last 30 days
03/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/08Downloads for SOMbrero051015202530TrendBars

Today's Hot Picks in Authors and Packages

multitaper  
Spectral Analysis Tools using the Multitaper Method
Implements multitaper spectral analysis using discrete prolate spheroidal sequences (Slepians) and s ...
Download / Learn more Package Citations See dependency  
cvmdisc  
Cramer von Mises Tests for Discrete or Grouped Distributions
Implements Cramer-von Mises Statistics for testing fit to (1) fully specified discrete distributions ...
Download / Learn more Package Citations See dependency  
fisheye  
Transform Base Maps Using Log-Azimuthal Projection
Base maps are transformed to focus on a specific location using an azimuthal logarithmic distance t ...
Download / Learn more Package Citations See dependency  
MultSurvTests  
Permutation Tests for Multivariate Survival Analysis
Multivariate version of the two-sample Gehan and logrank tests, as described in L.J Wei & J.M Lachin ...
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  
mmb  
Arbitrary Dependency Mixed Multivariate Bayesian Models
Supports Bayesian models with full and partial (hence arbitrary) dependencies between random variab ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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