Cluster Analysis & Finite Mixture Models - CRAN Task View

AdMit

Adaptive Mixture of Student-t Distributions

Version 2.1.9

ADPclust

Fast Clustering Using Adaptive Density Peak Detection

Version 0.7

amap

Another Multidimensional Analysis Package

Version 0.8-20

apcluster

Affinity Propagation Clustering

Version 1.4.13

BayesLCA

Bayesian Latent Class Analysis

Version 1.9

bayesm

Bayesian Inference for Marketing/Micro-Econometrics

Version 3.1-6

bayesmix

Bayesian Mixture Models with JAGS

Version 0.7-6

bgmm

Gaussian Mixture Modeling Algorithms and the Belief-Based Mixture Mode...

Version 1.8.5

biclust

BiCluster Algorithms

Version 2.0.3.1

psychomix

Psychometric Mixture Models

Version 1.1-9

bmixture

Bayesian Estimation for Finite Mixture of Distributions

Version 1.7

tclust

Robust Trimmed Clustering

Version 2.0-5

cclust

Convex Clustering Methods and Clustering Indexes

Version 0.6-26

clusterCrit

Clustering Indices

Version 1.3.0

clusterGeneration

Random Cluster Generation (with Specified Degree of Separation)

Version 1.3.8

clusterRepro

Reproducibility of Gene Expression Clusters

Version 0.9

clustvarsel

Variable Selection for Gaussian Model-Based Clustering

Version 2.3.4

clv

Cluster Validation Techniques

Version 0.3-2.4

clValid

Validation of Clustering Results

Version 0.7

CoClust

Copula Based Cluster Analysis

Version 0.3-2

crimCV

Group-Based Modelling of Longitudinal Data

Version 1.0.0

depmixS4

Dependent Mixture Models - Hidden Markov Models of GLMs and Other Dist...

Version 1.5-0

fclust

Fuzzy Clustering

Version 2.1.1.1

dynamicTreeCut

Methods for Detection of Clusters in Hierarchical Clustering Dendrogra...

Version 1.63-1

e1071

Misc Functions of the Department of Statistics, Probability Theory Gro...

Version 1.7-16

evclust

Evidential Clustering

Version 2.0.3

factoextra

Extract and Visualize the Results of Multivariate Data Analyses

Version 1.0.7

fastcluster

Fast Hierarchical Clustering Routines for R and 'Python'

Version 1.2.6

flashClust

Implementation of optimal hierarchical clustering

Version 1.01-2

flexclust

Flexible Cluster Algorithms

Version 1.4-2

flexmix

Flexible Mixture Modeling

Version 2.3-19

funFEM

Clustering in the Discriminative Functional Subspace

Version 1.2

GLDEX

Fitting Single and Mixture of Generalised Lambda Distributions

Version 2.0.0.9.3

GMCM

Fast Estimation of Gaussian Mixture Copula Models

Version 1.4

GSM

Gamma Shape Mixture

Version 1.3.2

hclust1d

Hierarchical Clustering of Univariate (1d) Data

Version 0.1.1

HDclassif

High Dimensional Supervised Classification and Clustering

Version 2.2.1

idendr0

Interactive Dendrograms

Version 1.5.3

IMIFA

Infinite Mixtures of Infinite Factor Analysers and Related Models

Version 2.2.0

latentnet

Latent Position and Cluster Models for Statistical Networks

Version 2.11.0

LCAvarsel

Variable Selection for Latent Class Analysis

Version 1.1

lcmm

Extended Mixed Models Using Latent Classes and Latent Processes

Version 2.1.0

clusterSim

Searching for Optimal Clustering Procedure for a Data Set

Version 0.51-5

mcclust

Process an MCMC Sample of Clusterings

Version 1.0.1

mclust

Gaussian Mixture Modelling for Model-Based Clustering, Classification,...

Version 6.1.1

mdendro

Extended Agglomerative Hierarchical Clustering

Version 2.2.1

mixdist

Finite Mixture Distribution Models

Version 0.5-5

mixPHM

Mixtures of Proportional Hazard Models

Version 0.7-2

mixR

Finite Mixture Modeling for Raw and Binned Data

Version 0.2.1

mixsmsn

Fitting Finite Mixture of Scale Mixture of Skew-Normal Distributions

Version 1.1-10

mixtools

Tools for Analyzing Finite Mixture Models

Version 2.0.0

mixture

Mixture Models for Clustering and Classification

Version 2.1.1

MOCCA

Multi-Objective Optimization for Collecting Cluster Alternatives

Version 1.4

MoEClust

Gaussian Parsimonious Clustering Models with Covariates and a Noise Co...

Version 1.5.2

movMF

Mixtures of von Mises-Fisher Distributions

Version 0.2-9

NbClust

Determining the Best Number of Clusters in a Data Set

Version 3.0.1

nor1mix

Normal aka Gaussian 1-d Mixture Models

Version 1.3-3

ORIClust

Order-Restricted Information Criterion-Based Clustering Algorithm

Version 1.0-2

otrimle

Robust Model-Based Clustering

Version 2.0

pdfCluster

Cluster Analysis via Nonparametric Density Estimation

Version 1.0-4

mixAK

Multivariate Normal Mixture Models and Mixtures of Generalized Linear ...

Version 5.8

poLCA

Polytomous Variable Latent Class Analysis

Version 1.6.0.1

prcr

Person-Centered Analysis

Version 0.2.1

PReMiuM

Dirichlet Process Bayesian Clustering, Profile Regression

Version 3.2.13

stepmixr

Interface to 'Python' Package 'StepMix'

Version 0.1.2

rjags

Bayesian Graphical Models using MCMC

Version 4-16

Rmixmod

Classification with Mixture Modelling

Version 2.1.10

skmeans

Spherical k-Means Clustering

Version 0.2-18

rebmix

Finite Mixture Modeling, Clustering & Classification

Version 2.16.0

RMixtComp

Mixture Models with Heterogeneous and (Partially) Missing Data

Version 4.1.4

sigclust

Statistical Significance of Clustering

Version 1.1.0.1

QuClu

Quantile-Based Clustering Algorithms

Version 1.0.1

protoclust

Hierarchical Clustering with Prototypes

Version 1.6.4

VarSelLCM

Variable Selection for Model-Based Clustering of Mixed-Type Data Set w...

Version 2.1.3.1

Spectrum

Fast Adaptive Spectral Clustering for Single and Multi-View Data

Version 1.1

pvclust

Hierarchical Clustering with P-Values via Multiscale Bootstrap Resampl...

Version 2.2-0

treeClust

Cluster Distances Through Trees

Version 1.1-7

teigen

Model-Based Clustering and Classification with the Multivariate t Dist...

Version 2.2.2

RPMM

Recursively Partitioned Mixture Model

Version 1.25

som

Self-Organizing Map

Version 0.3-5.2

reticulate

Interface to 'Python'

Version 1.40.0

NPflow

Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data

Version 0.13.5

FCPS

Fundamental Clustering Problems Suite

Version 1.3.4

DatabionicSwarm

Swarm Intelligence for Self-Organized Clustering

Version 2.0.0

prabclus

Functions for Clustering and Testing of Presence-Absence, Abundance an...

Version 2.3-4

ClusterR

Gaussian Mixture Models, K-Means, Mini-Batch-Kmeans, K-Medoids and Aff...

Version 1.3.3

fpc

Flexible Procedures for Clustering

Version 2.2-13

randomLCA

Random Effects Latent Class Analysis

Version 1.1-4

ProjectionBasedClustering

Projection Based Clustering

Version 1.2.2

MetabolAnalyze

Probabilistic Latent Variable Models for Metabolomic Data

Version 1.3.1

dbscan

Density-Based Spatial Clustering of Applications with Noise (DBSCAN) a...

Version 1.2-0

clustMixType

k-Prototypes Clustering for Mixed Variable-Type Data

Version 0.4-2

clue

Cluster Ensembles

Version 0.3-66

mlr3cluster

Cluster Extension for 'mlr3'

Version 0.1.10

MixSim

Simulating Data to Study Performance of Clustering Algorithms

Version 1.1-8

kernlab

Kernel-Based Machine Learning Lab

Version 0.9-33

cba

Clustering for Business Analytics

Version 0.2-25

adproclus

Additive Profile Clustering Algorithms

Version 2.0.0

kml

K-Means for Longitudinal Data

Version 2.5.0

genieclust

Fast and Robust Hierarchical Clustering with Noise Points Detection

Version 1.1.6

EMCluster

EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Dis...

Version 0.2-16

dendextend

Extending 'dendrogram' Functionality in R

Version 1.19.0

seriation

Infrastructure for Ordering Objects Using Seriation

Version 1.5.7

cluster

"Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.

Version 2.1.8

clusterMI

Cluster Analysis with Missing Values by Multiple Imputation

Version 1.3