Package: RcppHNSW 0.7.0.9001

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]

RcppHNSW_0.7.0.9001.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
RcppHNSW/json (API)

# 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:

Conda:

approximate-nearest-neighbor-searchhnswk-nearest-neighborsknnnearest-neighbor-searchnmslibrcppcpp

10.63 score 42 stars 115 packages 95 scripts 62k downloads 7 exports 1 dependencies

Last updated from:585ffd755a. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK174
linux-devel-x86_64OK138
source / vignettesOK212
linux-release-arm64OK156
linux-release-x86_64OK177
macos-release-arm64OK135
macos-release-x86_64OK265
macos-oldrel-arm64OK101
macos-oldrel-x86_64OK160
windows-develOK118
windows-releaseOK156
windows-oldrelOK124
wasm-releaseOK134

Exports:hnsw_buildhnsw_knnhnsw_searchHnswCosineHnswEuclideanHnswIpHnswL2

Dependencies:Rcpp

Readme and manuals

Help Manual

Help pageTopics
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 indexhnsw_build
Find Nearest Neighbors and Distanceshnsw_knn
Search an hnswlib nearest neighbor indexhnsw_search