CRAN

densratio 0.2.1

Density Ratio Estimation

Released Jun 30, 2019 by Koji Makiyama

This package can be loaded by Renjin but 1 out 2 tests failed. An older version of this package is more compatible with Renjin.

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) ).

Installation

Maven

This package can be included as a dependency from a Java or Scala project by including the following your project's pom.xml file. Read more about embedding Renjin in JVM-based projects.

<dependencies>
  <dependency>
    <groupId>org.renjin.cran</groupId>
    <artifactId>densratio</artifactId>
    <version>0.2.1-b1</version>
  </dependency>
</dependencies>
<repositories>
  <repository>
    <id>bedatadriven</id>
    <name>bedatadriven public repo</name>
    <url>https://nexus.bedatadriven.com/content/groups/public/</url>
  </repository>
</repositories>

View build log

Renjin CLI

If you're using Renjin from the command line, you load this library by invoking:

library('org.renjin.cran:densratio')

Test Results

This package was last tested against Renjin 0.9.2726 on Jul 13, 2019.

Source

R

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Release History