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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.
| Version: | 0.2-16 |
| Depends: | R (≥ 4.0.0), MASS, Matrix, methods |
| Enhances: | RColorBrewer |
| Published: | 2024-09-08 |
| DOI: | 10.32614/CRAN.package.EMCluster |
| Author: | 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) |
| Maintainer: | Wei-Chen Chen <wccsnow at gmail.com> |
| BugReports: | https://github.com/snoweye/EMCluster/issues |
| License: | Mozilla Public License 2.0 |
| URL: | https://github.com/snoweye/EMCluster |
| NeedsCompilation: | yes |
| Citation: | EMCluster citation info |
| Materials: | README ChangeLog INSTALL |
| In views: | Cluster |
| CRAN checks: | EMCluster results |
| Reference manual: | EMCluster.pdf |
| Vignettes: |
EMCluster-guide (source) |
| Package source: | EMCluster_0.2-16.tar.gz |
| Windows binaries: | r-devel: EMCluster_0.2-16.zip, r-release: EMCluster_0.2-16.zip, r-oldrel: EMCluster_0.2-16.zip |
| macOS binaries: | r-release (arm64): EMCluster_0.2-16.tgz, r-oldrel (arm64): EMCluster_0.2-16.tgz, r-release (x86_64): EMCluster_0.2-16.tgz, r-oldrel (x86_64): EMCluster_0.2-16.tgz |
| Old sources: | EMCluster archive |
| Reverse imports: | MixfMRI |
| Reverse suggests: | cubfits, Evacluster, FCPS, fdapace, plotmm |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.