CRAN/E | N2R

N2R

Fast and Scalable Approximate k-Nearest Neighbor Search Methods using 'N2' Library

Installation

About

Implements methods to perform fast approximate K-nearest neighbor search on input matrix. Algorithm based on the 'N2' implementation of an approximate nearest neighbor search using hierarchical Navigable Small World (NSW) graphs. The original algorithm is described in "Efficient and Robust Approximate Nearest Neighbor Search Using Hierarchical Navigable Small World Graphs", Y. Malkov and D. Yashunin, doi:10.1109/TPAMI.2018.2889473, .

github.com/kharchenkolab/N2R
Copyright see file COPYRIGHTS
Bug report File report

Key Metrics

Version 1.0.2
Published 2024-02-26 66 days ago
Needs compilation? yes
License Apache License 2.0
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Maintainer

Maintainer

Evan Biederstedt

evan.biederstedt@gmail.com

Authors

Peter Kharchenko

aut

Viktor Petukhov

aut

Dirk Eddelbuettel

ctb

Evan Biederstedt

cre / aut

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

N2R archive

Depends

Matrix

Imports

Rcpp ≥ 1.0.4

Suggests

testthat

LinkingTo

Rcpp
RcppSpdlog
RcppEigen

Reverse Imports

conos
pagoda2