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An implementation of the blocking algorithm KLSH in Steorts, Ventura, Sadinle, Fienberg (2014) <doi:10.1007/978-3-319-11257-2_20>, which is a k-means variant of locality sensitive hashing. The method is illustrated with examples and a vignette.
Version: | 0.1.0 |
Depends: | R (≥ 3.0.2), blink, stats, utils, plyr |
Imports: | Rcpp, stringi, SnowballC |
Suggests: | knitr, ggplot2, rmarkdown |
Published: | 2020-10-22 |
DOI: | 10.32614/CRAN.package.klsh |
Author: | Rebecca Steorts [aut, cre] |
Maintainer: | Rebecca Steorts <beka at stat.duke.edu> |
License: | GPL-3 |
NeedsCompilation: | no |
Materials: | README |
In views: | OfficialStatistics |
CRAN checks: | klsh results |
Reference manual: | klsh.pdf |
Vignettes: |
klsh |
Package source: | klsh_0.1.0.tar.gz |
Windows binaries: | r-devel: klsh_0.1.0.zip, r-release: klsh_0.1.0.zip, r-oldrel: klsh_0.1.0.zip |
macOS binaries: | r-release (arm64): klsh_0.1.0.tgz, r-oldrel (arm64): klsh_0.1.0.tgz, r-release (x86_64): klsh_0.1.0.tgz, r-oldrel (x86_64): klsh_0.1.0.tgz |
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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.