Other packages > Find by keyword >

pmclust  

Parallel Model-Based Clustering using Expectation-Gathering-Maximization Algorithm for Finite Mixture Gaussian Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pmclust", "0.2-1")



Attach the package and use:
library("pmclust")
Maintained by
Wei-Chen Chen
[Scholar Profile | Author Map]
First Published: 2012-02-08
Latest Update: 2021-02-11
Description:
Aims to utilize model-based clustering (unsupervised) for high dimensional and ultra large data, especially in a distributed manner. The code employs 'pbdMPI' to perform a expectation-gathering-maximization algorithm for finite mixture Gaussian models. The unstructured dispersion matrices are assumed in the Gaussian models. The implementation is default in the single program multiple data programming model. The code can be executed through 'pbdMPI' and MPI' implementations such as 'OpenMPI' and 'MPICH'. See the High Performance Statistical Computing website for more information, documents and examples.
How to cite:
Wei-Chen Chen (2012). pmclust: Parallel Model-Based Clustering using Expectation-Gathering-Maximization Algorithm for Finite Mixture Gaussian Model. R package version 0.2-1, https://cran.r-project.org/web/packages/pmclust. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.1-1 (2012-02-08 19:27), 0.1-2 (2012-03-10 07:34), 0.1-3 (2013-01-01 07:41), 0.1-4 (2013-03-25 15:43), 0.1-5 (2013-07-03 16:33), 0.1-6 (2014-02-03 07:12), 0.1-7 (2016-01-26 00:26), 0.1-8 (2016-09-22 09:22), 0.1-9 (2016-12-19 08:34), 0.2-0 (2018-02-02 05:41)
Other packages that cited pmclust R package
View pmclust citation profile
Other R packages that pmclust depends, imports, suggests or enhances
Complete documentation for pmclust
Downloads during the last 30 days
03/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2703/2803/3003/3104/0104/0204/0404/0504/0604/0704/08Downloads for pmclust02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

RODBC  
ODBC Database Access
txtq  
A Small Message Queue for Parallel Processes
This queue is a data structure that lets parallel processes send and receive messages, and it can he ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
ecochange  
Integrating Ecosystem Remote Sensing Products to Derive EBV Indicators
Essential Biodiversity Variables (EBV) are state variables with dimensions on time, space, and biolo ...
Download / Learn more Package Citations See dependency  
webglobe  
3D Interactive Globes
Displays geospatial data on an interactive 3D globe in the web browser. ...
Download / Learn more Package Citations See dependency  
GRNNs  
General Regression Neural Networks Package
This General Regression Neural Networks Package uses various distance functions. It was motivated b ...
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