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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) <doi:10.1145/997817.997857>.
Version: | 0.2.0 |
Depends: | igraph, stringdist, reshape2, lsa |
Imports: | stats, flexclust |
Published: | 2017-09-15 |
DOI: | 10.32614/CRAN.package.AurieLSHGaussian |
Author: | Aritra Banerjee |
Maintainer: | Aritra Banerjee <aritra306 at gmail.com> |
License: | GPL-2 |
NeedsCompilation: | no |
CRAN checks: | AurieLSHGaussian results |
Reference manual: | AurieLSHGaussian.pdf |
Package source: | AurieLSHGaussian_0.2.0.tar.gz |
Windows binaries: | r-devel: AurieLSHGaussian_0.2.0.zip, r-release: AurieLSHGaussian_0.2.0.zip, r-oldrel: AurieLSHGaussian_0.2.0.zip |
macOS binaries: | r-release (arm64): AurieLSHGaussian_0.2.0.tgz, r-oldrel (arm64): AurieLSHGaussian_0.2.0.tgz, r-release (x86_64): AurieLSHGaussian_0.2.0.tgz, r-oldrel (x86_64): AurieLSHGaussian_0.2.0.tgz |
Old sources: | AurieLSHGaussian archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.