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Topic > Cluster Analysis > Model-based Clustering

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10 projects in result set.

0. bclust - Bayesian clustering with variable selection is a fully automatic clustering method, designed for low-sample-size-high-dimensional situations. This might be regarded as a high-dimensional variant of the mclust package.

Development Status : 5 - Production/Stable [Filter]
Environment : Console (Text Based) [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : MacOS [Filter]
Operating System : Microsoft : Windows [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Bioinformatics : Statistics [Filter]
Topic : Cluster Analysis : Hierarchical Clustering [Filter]
Topic : Cluster Analysis : Model-based Clustering [Filter]

Activity Percentile: 0.00

Registered: 2009-02-18 10:01

1. labeltodendro - This package converts labels to a dendrogram and can be used to summarize groupings achieved by Markov chain Monte Carlo clustering.

Development Status : 5 - Production/Stable [Filter]
Environment : Console (Text Based) [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : MacOS [Filter]
Operating System : Microsoft : Windows [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Bioinformatics : Visualization [Filter]
Topic : Cluster Analysis : Model-based Clustering [Filter]
Topic : Machine Learning : Bayesian Methods [Filter]

Activity Percentile: 0.00

Registered: 2009-02-18 09:38

2. depmixS4 - hidden Markov model classes - Note: we have moved development over to GitHub at https://github.com/depmix/depmixS4 depmixS4 fits hidden Markov models on multi-var time series, subject to constraints on the parameters. Responses are from glm and some additional distributions; transitions can be time-dependent.

Development Status : 4 - Beta [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Cluster Analysis : Model-based Clustering [Filter]
Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
Topic : Time Series [Filter]

Activity Percentile: 0.00

Registered: 2008-02-27 11:12

3. Rankcluster - This package proposes the first model-based clustering algorithm dedicated to multivariate partial ranking data. This is an extension of the Insertion Sorting Rank (ISR) model for ranking data.
License : OSI Approved : GNU General Public License (GPL) [Filter] Programming Language : C/C\+\+ [Filter] Topic : Cluster Analysis : Model-based Clustering [Filter]	Activity Percentile: 0.00 Registered: 2013-04-09 14:28

4. Thresher - Thresher is a comprehensive, statistical approach to class discovery combining PCA with hierarchical clustering. It can (1) identify outliers, (2) estimate the number of subgroups, and (3) automate the selection of metrics and linkage rules.
Development Status : 5 - Production/Stable [Filter] Environment : Console (Text Based) [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved [Filter] Natural Language : English [Filter] Programming Language : R [Filter] Topic : Cluster Analysis : Model-based Clustering [Filter] Topic : Cluster Analysis : Other Cluster Algorithms [Filter]	Activity Percentile: 0.00 Registered: 2014-05-08 14:18

5. Bayesian Biclustering - This package uses a Bayesian spike-and-slab model to construct bidendrograms using log posterior as the natural distance defined by the model and calculates importance using log Bayes factor.

Development Status : 4 - Beta [Filter]
Environment : Console (Text Based) [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : MacOS [Filter]
Operating System : Microsoft : Windows : Windows Vista [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Bioinformatics : Statistics [Filter]
Topic : Cluster Analysis : Hierarchical Clustering [Filter]
Topic : Cluster Analysis : Model-based Clustering [Filter]

Activity Percentile: 0.00

Registered: 2010-04-01 17:54

6. ziLRhClust: hclust for zeroinflated data - Algorithm to process hierarchical clustering, based on log-likelihood ratio, considering standard Gaussian or zero-Inflated Gaussian data. The agglomeration method is also the log-likelihood-based dissimilarity between clusters.
Development Status : 4 - Beta [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Programming Language : C/C\+\+ [Filter] Programming Language : R [Filter] Topic : Cluster Analysis : Hierarchical Clustering [Filter] Topic : Cluster Analysis : Model-based Clustering [Filter]	Activity Percentile: 0.00 Registered: 2016-04-27 09:04

7. Clustericat - This package performs clustering for categorical data-set by the conditional correlated mixture model. It contains a function clusteringcat() performing the clustering on categorical data-set and returns object of appropriate class.

Development Status : 4 - Beta [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : French [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Cluster Analysis : Model-based Clustering [Filter]
Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
Topic : Multivariate Statistics : Unsupervised Classification : Cluster Analysis [Filter]

Activity Percentile: 0.00

Registered: 2013-12-05 14:22

8. Curve Estimation etc - Nonparametric Curve Estimation and Related Topics - univariate normal mixtures - locally adaptive nonparametric regression (kernel, local polynomial) - plugin density estimates

Development Status : 5 - Production/Stable [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Operating System : OS Independent [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : Fortran [Filter]
Programming Language : R [Filter]
Topic : Cluster Analysis : Model-based Clustering [Filter]
Topic : Other/Nonlisted Topic [Filter]
Topic : Regression Models [Filter]

Activity Percentile: 0.00

Registered: 2010-07-27 17:16

9. Marginal Product Mixture Model - Implementation of the marginal product mixture model, which clusters event data arising in one, two, or three-mode networks. Can be useful for exploratory data analysis and predictions about missing or future events.
Development Status : 3 - Alpha [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Programming Language : R [Filter] Topic : Bayesian Statistics [Filter] Topic : Cluster Analysis : Model-based Clustering [Filter] Topic : Multivariate Statistics : Latent Variable Approaches [Filter]	Activity Percentile: 0.00 Registered: 2010-11-03 07:18