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Multi-data type subtyping, which is data type agnostic and accepts missing data. Subtyping is performed using intermediary assessments created with autoencoders and similarity calculations. See Fox et al. (2024) <doi:10.1016/j.crmeth.2024.100884> for details.
| Version: | 1.0.4 |
| Depends: | R (≥ 3.2.3) |
| Imports: | ConsensusClusterPlus, cluster (≥ 1.14.4), keras, tensorflow, philentropy |
| Suggests: | knitr, rmarkdown |
| Published: | 2026-01-24 |
| DOI: | 10.32614/CRAN.package.iSubGen |
| Author: | Mao Tian [cre], Paul Boutros [aut], Natalie Fox [aut], Dan Knight [ctb] |
| Maintainer: | Mao Tian <mtian at sbpdiscovery.org> |
| BugReports: | https://github.com/uclahs-cds/package-iSubGen/issues |
| License: | GPL-2 |
| URL: | https://github.com/uclahs-cds/package-iSubGen |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | iSubGen results [issues need fixing before 2026-02-18] |
| Reference manual: | iSubGen.html , iSubGen.pdf |
| Vignettes: |
Guide for using ISOpureR (source) |
| Package source: | iSubGen_1.0.4.tar.gz |
| Windows binaries: | r-devel: iSubGen_1.0.4.zip, r-release: iSubGen_1.0.4.zip, r-oldrel: iSubGen_1.0.4.zip |
| macOS binaries: | r-release (arm64): iSubGen_1.0.1.tgz, r-oldrel (arm64): iSubGen_1.0.1.tgz, r-release (x86_64): iSubGen_1.0.4.tgz, r-oldrel (x86_64): iSubGen_1.0.4.tgz |
| Old sources: | iSubGen 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.