Package: RcppHNSW 0.7.0.9000

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]

RcppHNSW_0.7.0.9000.tar.gz
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RcppHNSW_0.7.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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:

Conda:

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

10.09 score 41 stars 113 packages 94 scripts 38k downloads 7 exports 1 dependencies

Last updated from:8412b5f707. Checks:12 OK, 1 ERROR. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK132
linux-devel-x86_64OK131
source / vignettesOK172
linux-release-arm64ERROR135
linux-release-x86_64OK131
macos-release-arm64OK94
macos-release-x86_64OK300
macos-oldrel-arm64OK102
macos-oldrel-x86_64OK262
windows-develOK233
windows-releaseOK141
windows-oldrelOK115
wasm-releaseOK108

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