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Performs model-based tensor clustering methods including Tensor Gaussian Mixture Model (TGMM), Tensor Envelope Mixture Model (TEMM) by Deng and Zhang (2021) <doi:10.1111/biom.13486>, Doubly-Enhanced EM (DEEM) algorithm by Mai, Zhang, Pan and Deng (2021) <doi:10.1080/01621459.2021.1904959>.
Version: | 1.0.2 |
Imports: | MASS, tensr, rTensor, TRES, abind, combinat, pracma, stats, mvtnorm, Rcpp |
LinkingTo: | Rcpp |
Published: | 2021-06-26 |
DOI: | 10.32614/CRAN.package.TensorClustering |
Author: | Kai Deng [aut, cre], Yuqing Pan [aut], Xin Zhang [aut], Qing Mai [aut] |
Maintainer: | Kai Deng <kd18h at stat.fsu.edu> |
License: | MIT + file LICENSE |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | TensorClustering results |
Reference manual: | TensorClustering.pdf |
Package source: | TensorClustering_1.0.2.tar.gz |
Windows binaries: | r-devel: TensorClustering_1.0.2.zip, r-release: TensorClustering_1.0.2.zip, r-oldrel: TensorClustering_1.0.2.zip |
macOS binaries: | r-release (arm64): TensorClustering_1.0.2.tgz, r-oldrel (arm64): TensorClustering_1.0.2.tgz, r-release (x86_64): TensorClustering_1.0.2.tgz, r-oldrel (x86_64): TensorClustering_1.0.2.tgz |
Old sources: | TensorClustering archive |
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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.