Cluster data without specifying the number of clusters using the Table Invitation Prior (TIP) introduced in the paper "Clustering Gene Expression Using the Table Invitation Prior" by Charles W. Harrison, Qing He, and Hsin-Hsiung Huang (2022) <doi:10.3390/genes13112036>. TIP is a Bayesian prior that uses pairwise distance and similarity information to cluster vectors, matrices, or tensors.
| Version: | 0.1.0 |
| Imports: | rlang, igraph, network, ggplot2, GGally, LaplacesDemon, changepoint, parallel, doParallel, foreach, methods, mniw |
| Suggests: | knitr, sna, mcclust, SMFilter, rmarkdown, spelling, testthat (≥ 3.0.0) |
| Published: | 2022-11-14 |
| DOI: | 10.32614/CRAN.package.tip |
| Author: | Charles W. Harrison [cre, aut, cph], Qing He [aut, cph], Hsin-Hsiung Huang [aut, cph] |
| Maintainer: | Charles W. Harrison <charleswharrison at knights.ucf.edu> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README |
| CRAN checks: | tip results |
| Reference manual: | tip.html , tip.pdf |
| Vignettes: |
matrix-clustering-CONSTANT-vignette (source, R code) matrix-clustering-MNIW-vignette (source, R code) tensor-clustering-CONSTANT-vignette (source, R code) iris-NIW-vignette (source, R code) usarrests-NIW-vignette (source, R code) |
| Package source: | tip_0.1.0.tar.gz |
| Windows binaries: | r-devel: tip_0.1.0.zip, r-release: tip_0.1.0.zip, r-oldrel: tip_0.1.0.zip |
| macOS binaries: | r-release (arm64): tip_0.1.0.tgz, r-oldrel (arm64): tip_0.1.0.tgz, r-release (x86_64): tip_0.1.0.tgz, r-oldrel (x86_64): tip_0.1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=tip to link to this page.
Need a high-speed mirror for your open-source project?
Contact our mirror admin team at info@clientvps.com.
This archive is provided as a free public service to the community.
Proudly supported by infrastructure from VPSPulse , RxServers , BuyNumber , UnitVPS , OffshoreName and secure payment technology by ArionPay.