Blocking for Record Linkage

An implementation of the blocking algorithm KLSH in Steorts, Ventura, Sadinle, Fienberg (2014) , which is a k-means variant of locality sensitive hashing. The method is illustrated with examples and a vignette.


klsh

An implementation of the blocking algorithm KLSH (Kmeans locality sensitive hashing) in Steorts, Ventura, Sadinle, Fienberg (2014) https://link.springer.com/chapter/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.

Install the development version from GitHub

devtools::install_github("resteorts/blockr")

Reference manual

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install.packages("klsh")

0.1.0 by Rebecca Steorts, 6 years ago


Browse source code at https://github.com/cran/klsh


Authors: Rebecca Steorts [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp, stringi, SnowballC

Depends on blink, stats, utils, plyr

Suggests knitr, ggplot2, rmarkdown


See at CRAN