Package: densratio 0.2.1

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>).

Authors:Koji Makiyama [aut, cre]

densratio_0.2.1.tar.gz
densratio_0.2.1.zip(r-4.5)densratio_0.2.1.zip(r-4.4)densratio_0.2.1.zip(r-4.3)
densratio_0.2.1.tgz(r-4.4-any)densratio_0.2.1.tgz(r-4.3-any)
densratio_0.2.1.tar.gz(r-4.5-noble)densratio_0.2.1.tar.gz(r-4.4-noble)
densratio_0.2.1.tgz(r-4.4-emscripten)densratio_0.2.1.tgz(r-4.3-emscripten)
densratio.pdf |densratio.html✨
densratio/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/hoxo-m/densratio/issues

On CRAN:

anomalydetectionmachine-learningmachine-learning-algorithmsmachine-learning-libraryr-languagestatistics

4 exports 21 stars 2.19 score 0 dependencies 1 dependents 38 scripts 216 downloads

Last updated 5 years agofrom:fe2c10293f. Checks:OK: 7. Indexed: yes.

Exports:densratioKLIEPRuLSIFuLSIF

Dependencies: