hoxo-m/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

Package details

LicenseMIT + file LICENSE
URL https://github.com/hoxo-m/densratio
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
hoxo-m/densratio documentation built on June 30, 2019, 2:58 p.m.