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Provides the Big Merge Tracker and COSCI algorithms for convex clustering and feature screening using L1 fusion penalty. See Radchenko, P. and Mukherjee, G. (2017) <doi:10.1111/rssb.12226> and T.Banerjee et al. (2017) <doi:10.1016/j.jmva.2017.08.001> for more details.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.4.1) |
| Imports: | bbmle, stats, graphics |
| Suggests: | knitr, rmarkdown |
| Published: | 2017-09-19 |
| DOI: | 10.32614/CRAN.package.fusionclust |
| Author: | Trambak Banerjee [aut, cre], Gourab Mukherjee [aut], Peter Radchenko [aut] |
| Maintainer: | Trambak Banerjee <trambakb at usc.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/trambakbanerjee/fusionclust |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | fusionclust results |
| Reference manual: | fusionclust.pdf |
| Vignettes: |
demo-fusionclust |
| Package source: | fusionclust_1.0.0.tar.gz |
| Windows binaries: | r-devel: fusionclust_1.0.0.zip, r-release: fusionclust_1.0.0.zip, r-oldrel: fusionclust_1.0.0.zip |
| macOS binaries: | r-release (arm64): fusionclust_1.0.0.tgz, r-oldrel (arm64): fusionclust_1.0.0.tgz, r-release (x86_64): fusionclust_1.0.0.tgz, r-oldrel (x86_64): fusionclust_1.0.0.tgz |
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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.