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 Documentation: Reference manual: densratio.pdf Vignettes: An R Package for Density Ratio EstimationPlease use the canonical form https://CRAN.R-project.org/package=densratio to link to this page.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4