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densratio: Density Ratio Estimation
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>).
Getting started
Browse package contents
Package details |
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| Author | Koji Makiyama [aut, cre] |
| Maintainer | Koji Makiyama <hoxo.smile@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.2.1 |
| URL | https://github.com/hoxo-m/densratio |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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