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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")