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7 projects in result set.
0. 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.
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- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R [Filter]
- Topic : Cluster Analysis : Model-based Clustering (Now Filtering)
- Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
- Topic : Time Series [Filter]
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Registered: 2008-02-27 11:12 |
1. 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.
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- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved [Filter]
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- Programming Language : R [Filter]
- Topic : Cluster Analysis : Model-based Clustering (Now Filtering)
- Topic : Cluster Analysis : Other Cluster Algorithms [Filter]
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Registered: 2014-05-08 14:18 |
2. 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.
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- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
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- 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 (Now Filtering)
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Registered: 2009-02-18 10:01 |
3. 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.
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- Development Status : 3 - Alpha [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R [Filter]
- Topic : Bayesian Statistics [Filter]
- Topic : Cluster Analysis : Model-based Clustering (Now Filtering)
- Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
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Registered: 2010-11-03 07:18 |
4. 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.
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- Development Status : 4 - Beta [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
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Registered: 2016-04-27 09:04 |
5. labeltodendro - This package converts labels to a dendrogram and can be used to summarize groupings achieved by Markov chain Monte Carlo clustering.
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- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Bioinformatics : Visualization [Filter]
- Topic : Cluster Analysis : Model-based Clustering (Now Filtering)
- Topic : Machine Learning : Bayesian Methods [Filter]
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Registered: 2009-02-18 09:38 |
6. 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.
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- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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Registered: 2010-04-01 17:54 |
