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zoomerjoin
View on CRAN: Click
here
Download and install zoomerjoin package within the R console
Install from CRAN:
install.packages("zoomerjoin")
Install from Github:
library("remotes")
install_github("cran/zoomerjoin")
Install by package version:
library("remotes")
install_version("zoomerjoin", "0.2.0")
Attach the package and use:
library("zoomerjoin")
Maintained by
Beniamino Green
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-01-31
Latest Update: 2024-01-31
Description:
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.
How to cite:
Beniamino Green (2024). zoomerjoin: Superlatively Fast Fuzzy Joins. R package version 0.2.0, https://cran.r-project.org/web/packages/zoomerjoin. Accessed 03 Feb. 2025.
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Complete documentation for zoomerjoin
Functions, R codes and Examples using
the zoomerjoin R package
Some associated functions: dime_data . em_link . euclidean_anti_join . euclidean_curve . euclidean_full_join . euclidean_inner_join . euclidean_left_join . euclidean_probability . euclidean_right_join . jaccard_anti_join . jaccard_curve . jaccard_full_join . jaccard_hyper_grid_search . jaccard_inner_join . jaccard_left_join . jaccard_probability . jaccard_right_join . jaccard_similarity . jaccard_string_group . zoomerjoin-package .
Some associated R codes: data.R . em_link.R . euclidean_join_core.R . euclidean_logical_joins.R . extendr-wrappers.R . jaccard_join_core.R . jaccard_logical_joins.R . jaccard_similarity.R . lsh_properties.R . on_load.R . string_group.R . Full zoomerjoin package functions and examples
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