CRAN

xyz 0.2

The 'xyz' Algorithm for Fast Interaction Search in High-Dimensional Data

Released Apr 3, 2017 by Gian-Andrea Thanei

This package can be loaded by Renjin but all tests failed.

Dependencies

High dimensional interaction search by brute force requires a quadratic computational cost in the number of variables. The xyz algorithm provably finds strong interactions in almost linear time. For details of the algorithm see: G. Thanei, N. Meinshausen and R. Shah (2016). The xyz algorithm for fast interaction search in high-dimensional data .

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>xyz</artifactId>
    <version>0.2-b18</version>
  </dependency>
</dependencies>
<repositories>
  <repository>
    <id>bedatadriven</id>
    <name>bedatadriven public repo</name>
    <url>https://nexus.bedatadriven.com/content/groups/public/</url>
  </repository>
</repositories>

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Renjin CLI

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

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

Test Results

This package was last tested against Renjin 0.9.2689 on Aug 27, 2018.

Source

C++

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