CRAN/E | EMCluster

EMCluster

EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution

Installation

About

EM algorithms and several efficient initialization methods for model-based clustering of finite mixture Gaussian distribution with unstructured dispersion in both of unsupervised and semi-supervised learning.

Citation EMCluster citation info
github.com/snoweye/EMCluster
Bug report File report

Key Metrics

Version 0.2-15
R ≥ 4.0.0
Published 2023-09-05 235 days ago
Needs compilation? yes
License Mozilla Public License 2.0
CRAN checks EMCluster results

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Maintainer

Maintainer

Wei-Chen Chen

wccsnow@gmail.com

Authors

Wei-Chen Chen

aut / cre

Ranjan Maitra

aut

Volodymyr Melnykov

ctb

Dan Nettleton

ctb

David Faden

ctb

Rouben Rostamian

ctb

R Core team

ctb

(some functions are modified from the R source code)

Material

README
ChangeLog
INSTALL
Reference manual
Package source

In Views

Cluster

Vignettes

EMCluster-guide

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

EMCluster archive

Depends

R ≥ 4.0.0
MASS
Matrix
methods

Enhances

RColorBrewer

Reverse Imports

MixfMRI

Reverse Suggests

cubfits
Evacluster
FCPS
fdapace
plotmm