Performs model-based tensor clustering methods including the Tensor Envelope Mixture Model (TEMM), Doubly-Enhanced EM (DEEM) algorithm and Tensor Gaussian Mixture Model (TGMM). TEMM is proposed in the paper âTensor Envelope Mixture Model For Simultaneous Clustering and Multiway Dimension Reductionâ published in Biometrics by Deng and Zhang (2021). DEEM is proposed in the paper âA Doubly-Enhanced EM Algorithm for Model-Based Tensor Clusteringâ published in the Journal of the American Statistical Association by Mai, Zhang, Pan and Deng (2021).
InstallationThe TensorClustering package can be installed, directly from CRAN:
install.packages("TensorClustering")
library(TensorClustering)It can also be installed from GitHub, using the devtools library:
install.packages("devtools")
library(devtools)
devtools::install_github("azuryee/TensorClustering")
library(TensorClustering)RetroSearch is an open source project built by @garambo | Open a GitHub Issue
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