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densratio

Density Ratio Estimation

v0.2.1 · Jun 30, 2019 · MIT + file LICENSE

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) <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>).

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Reverse Dependencies (3)

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Dependency Network

Dependencies Reverse dependencies APPEstimation S4DM DataSimilarity densratio

Version History

new 0.2.1 Mar 9, 2026