CRAN
AurieLSHGaussian 0.2.0
Creates a Neighbourhood Using Locality Sensitive Hashing for Gaussian Projections
Released Sep 15, 2017 by Aritra Banerjee
Dependencies
stringdist 0.9.5.1 flexclust 1.3-5 igraph 1.2.2 reshape2 1.4.3 lsa 0.73.1
Uses locality sensitive hashing and creates a neighbourhood graph for a data set and calculates the adjusted rank index value for the same. It uses Gaussian random planes to decide the nature of a given point. Datar, Mayur, Nicole Immorlica, Piotr Indyk, and Vahab S. Mirrokni(2004)
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>AurieLSHGaussian</artifactId> <version>0.2.0-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>
Renjin CLI
If you're using Renjin from the command line, you load this library by invoking:
library('org.renjin.cran:AurieLSHGaussian')
Test Results
This package was last tested against Renjin 0.9.2689 on Aug 26, 2018.