Package: dTBM 3.0
dTBM: Multi-Way Spherical Clustering via Degree-Corrected Tensor Block Models
Implement weighted higher-order initialization and angle-based iteration for multi-way spherical clustering under degree-corrected tensor block model. See reference Jiaxin Hu and Miaoyan Wang (2023) <doi:10.1109/TIT.2023.3239521>.
Authors:
dTBM_3.0.tar.gz
dTBM_3.0.zip(r-4.7-any)dTBM_3.0.zip(r-4.6-any)dTBM_3.0.zip(r-4.5-any)
dTBM_3.0.tgz(r-4.6-any)dTBM_3.0.tgz(r-4.5-any)
dTBM_3.0.tar.gz(r-4.7-any)dTBM_3.0.tar.gz(r-4.6-any)
dTBM_3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
dTBM/json (API)
| # Install 'dTBM' in R: |
| install.packages('dTBM', repos = c('https://jhu267.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:3416692dc2. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 132 | ||
| source / vignettes | OK | 198 | ||
| linux-release | NOTE | 181 | ||
| macos-release | NOTE | 183 | ||
| macos-oldrel | NOTE | 212 | ||
| windows-devel | NOTE | 108 | ||
| windows-release | NOTE | 90 | ||
| windows-oldrel | NOTE | 108 | ||
| wasm-release | OK | 108 |
Exports:angle_iterationas.tensordtbmfoldkronecker_listrand_tensorselect_rsim_dTBMttlttmunfoldwkmeans
Dependencies:bootcliclustercodetoolscolorspacecpp11data.tabledigestdoFutureEnvStatsfarverfastclusterforeachfuturefuture.applyggplot2globalsgluegtableisobanditeratorslabelinglatticelifecyclelistenvlme4marginsMASSMatrixmgcvminqanlmenloptrnnetnortestparallellypermutepredictionprogressrR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangS7scalesTraMineRvctrsveganvegclustviridisLiteWeightedClusterwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Angle-based iteration | angle_iteration |
| Tensor Conversion | as.tensor |
| Mode Getter for Tensor | dim,Tensor-method dim-methods |
| Multiway spherical clustering for degree-corrected tensor block model | dtbm |
| General Folding of Matrix | fold |
| HCP data | HCP |
| List Kronecker Product | kronecker_list |
| Peru Legislation data | peru |
| Tensor with Random Entries | rand_tensor |
| Cluster number selection | select_r |
| Simulation of degree-corrected tensor block models | sim_dTBM |
| S4 Class for a Tensor | Tensor Tensor-class |
| Tensor Times List | ttl |
| Tensor Matrix Product (m-Mode Product) | ttm |
| Tensor Unfolding | unfold unfold,Tensor-method unfold-methods |
| Weighted higher-order initialization | wkmeans |