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densratio
View on CRAN: Click
here
Download and install densratio package within the R console
Install from CRAN:
install.packages("densratio")
Install from Github:
library("remotes")
install_github("cran/densratio")
Install by package version:
library("remotes")
install_version("densratio", "0.2.1")
Attach the package and use:
library("densratio")
Maintained by
Koji Makiyama
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.densratio . https://github.com/hoxo-m/densratio/issues . https://github.com/hoxo-m/densratio . densratio results . densratio.pdf . densratio_0.2.1.tar.gz . densratio_0.2.1.zip . densratio_0.2.1.zip . densratio_0.2.1.zip . densratio_0.2.1.tgz . densratio_0.2.1.tgz . densratio_0.2.1.tgz . densratio_0.2.1.tgz . densratio archive . https://CRAN.R-project.org/package=densratio .
First Published: 2016-03-29
Latest Update: 2019-06-30
Description:
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) ),
RuLSIF (Yamada et al. (2011) ),
and KLIEP (Sugiyama et al. (2007) ).
How to cite:
Koji Makiyama (2016). densratio: Density Ratio Estimation. R package version 0.2.1, https://cran.r-project.org/web/packages/densratio. Accessed 10 May. 2025.
Other packages that cited densratio R package
View densratio citation profile
Other R packages that densratio depends,
imports, suggests or enhances
Complete documentation for densratio
Functions, R codes and Examples using
the densratio R package
Some associated functions: KLIEP . RuLSIF . densratio . squared_euclid_distance . uLSIF .
Some associated R codes: KLIEP.R . KLIEP_compute_score.R . KLIEP_optimize_alpha.R . KLIEP_search_sigma.R . KLIEP_search_sigma_list.R . RuLSIF.R . RuLSIF_search_sigma_and_lambda.R . compute_kernel_Gaussian.R . densratio.R . print.R . uLSIF.R . Full densratio package functions and examples
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