CRAN

ALS 0.0.6

Multivariate Curve Resolution Alternating Least Squares (MCR-ALS)

Released Aug 3, 2015 by Katharine M. Mullen

This package is available for Renjin and there are no known compatibility issues.

Dependencies

Iso 0.0-17 nnls 1.4

Alternating least squares is often used to resolve components contributing to data with a bilinear structure; the basic technique may be extended to alternating constrained least squares. Commonly applied constraints include unimodality, non-negativity, and normalization of components. Several data matrices may be decomposed simultaneously by assuming that one of the two matrices in the bilinear decomposition is shared between datasets.

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>ALS</artifactId>
    <version>0.0.6-b35</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:ALS')

Test Results

This package was last tested against Renjin 0.8.2523 on Nov 12, 2017.

Source

R

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Release History