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beniaminogreen
zoomerjoin:Superlatively Fast Fuzzy Joins
Empowers users to fuzzily-merge data frames with millions or tens of millions of rows in minutes with low memory usage. The package uses the locality sensitive hashing algorithms developed by Datar, Immorlica, Indyk and Mirrokni (2004) <doi:10.1145/997817.997857>, and Broder (1998) <doi:10.1109/SEQUEN.1997.666900> to avoid having to compare every pair of records in each dataset, resulting in fuzzy-merges that finish in linear time.
Maintained by Beniamino Green. Last updated 2 months ago.
blazinglyfastfuzzyjoinjoinrustzoomercargo
102 stars 7.31 score 11 scripts