Package: RcppHNSW 0.6.9000

RcppHNSW: 'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors

'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R interface by relying on the 'Rcpp' package. See <https://github.com/nmslib/hnswlib> for more on 'hnswlib'. 'hnswlib' is released under Version 2.0 of the Apache License.

Authors:James Melville [aut, cre, cph], Aaron Lun [ctb], Samuel Granjeaud [ctb], Dmitriy Selivanov [ctb], Yuxing Liao [ctb]

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RcppHNSW.pdf |RcppHNSW.html✨
RcppHNSW/json (API)
NEWS

# Install 'RcppHNSW' in R:

install.packages('RcppHNSW', repos = c('https://jlmelville.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jlmelville/rcpphnsw/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

approximate-nearest-neighbor-search hnsw k-nearest-neighbors knn nearest-neighbor-search nmslib rcpp

9.96 score 35 stars 71 packages 60 scripts 26k downloads 7 exports 1 dependencies

Last updated 6 months agofrom:0e41d91a6c. Checks:OK: 9. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 14 2024
R-4.5-win-x86_64	OK	Nov 14 2024
R-4.5-linux-x86_64	OK	Nov 14 2024
R-4.4-win-x86_64	OK	Nov 14 2024
R-4.4-mac-x86_64	OK	Nov 14 2024
R-4.4-mac-aarch64	OK	Nov 14 2024
R-4.3-win-x86_64	OK	Nov 14 2024
R-4.3-mac-x86_64	OK	Nov 14 2024
R-4.3-mac-aarch64	OK	Nov 14 2024

Exports:hnsw_build hnsw_knn hnsw_search HnswCosine HnswEuclidean HnswIp HnswL2

Dependencies:Rcpp

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Rcpp bindings for the hnswlib C++ library for approximate nearest neighbors.	RcppHNSW-package RcppHnsw-package HnswCosine HnswEuclidean HnswIp HnswL2 RcppHNSW Rcpp_HnswCosine-class Rcpp_HnswEuclidean-class Rcpp_HnswIp-class Rcpp_HnswL2-class
Build an hnswlib nearest neighbor index	hnsw_build
Find Nearest Neighbors and Distances	hnsw_knn
Search an hnswlib nearest neighbor index	hnsw_search