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Density ratio estimation. The estimated density ratio function can be used in many applications such as anomaly detection, change-point detection, covariate shift adaptation. The implemented methods are uLSIF (Hido et al. (2011) <doi:10.1007/s10115-010-0283-2>), RuLSIF (Yamada et al. (2011) <doi:10.1162/NECO_a_00442>), and KLIEP (Sugiyama et al. (2007) <doi:10.1007/s10463-008-0197-x>).
| Version: | 0.2.1 |
| Imports: | utils |
| Suggests: | graphics, knitr, mvtnorm, rmarkdown, stats, testthat |
| Published: | 2019-06-30 |
| DOI: | 10.32614/CRAN.package.densratio |
| Author: | Koji Makiyama [aut, cre] |
| Maintainer: | Koji Makiyama <hoxo.smile at gmail.com> |
| BugReports: | https://github.com/hoxo-m/densratio/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/hoxo-m/densratio |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | densratio results |
| Reference manual: | densratio.pdf |
| Vignettes: |
An R Package for Density Ratio Estimation |
| Package source: | densratio_0.2.1.tar.gz |
| Windows binaries: | r-devel: densratio_0.2.1.zip, r-release: densratio_0.2.1.zip, r-oldrel: densratio_0.2.1.zip |
| macOS binaries: | r-release (arm64): densratio_0.2.1.tgz, r-oldrel (arm64): densratio_0.2.1.tgz, r-release (x86_64): densratio_0.2.1.tgz, r-oldrel (x86_64): densratio_0.2.1.tgz |
| Old sources: | densratio archive |
| Reverse depends: | APPEstimation |
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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.