nabor: Wraps 'libnabo', a Fast K Nearest Neighbour Library for Low Dimensions
Version 0.4.7

An R wrapper for 'libnabo', an exact or approximate k nearest neighbour library which is optimised for low dimensional spaces (e.g. 3D). 'libnabo' has speed and space advantages over the 'ANN' library wrapped by package 'RANN'. 'nabor' includes a knn function that is designed as a drop-in replacement for 'RANN' function nn2. In addition, objects which include the k-d tree search structure can be returned to speed up repeated queries of the same set of target points.

AuthorStephane Mangenat (for 'libnabo'), Gregory Jefferis
Date of publication2017-05-19 10:45:46
MaintainerGregory Jefferis <jefferis@gmail.com>
LicenseBSD_3_clause + file LICENSE
Version0.4.7
URL https://github.com/jefferis/nabor https://github.com/ethz-asl/libnabo
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("nabor")

Getting started

Package overview
README.md

Popular man pages

kcpoints: List of 3 matrices containing 3D points from Drosophila...
knn: Find K nearest neighbours for multiple query points
nabor-package: Wrapper for libnabo K Nearest Neighbours C++ library
WKNN-class: Wrapper classes for k-NN searches enabling repeated queries...
See all...

All man pages Function index File listing

Man pages

kcpoints: List of 3 matrices containing 3D points from Drosophila...
knn: Find K nearest neighbours for multiple query points
nabor-package: Wrapper for libnabo K Nearest Neighbours C++ library
WKNN-class: Wrapper classes for k-NN searches enabling repeated queries...

Functions

WKNN Man page
WKNND Man page
WKNND-class Man page
WKNNF Man page
WKNNF-class Man page
kcpoints Man page
knn Man page Source code
knn_generic Source code
nabor Man page
nabor-package Man page

Files

inst
inst/CITATION
tests
tests/testthat.R
tests/testthat
tests/testthat/test-WKNND.R
tests/testthat/test-WKNNF.R
tests/testthat/test-knn.R
src
src/Makevars
src/WKNN.h
src/index_heap.h
src/nabo.h
src/kdtree_cpu.cpp
src/nabor.cpp
src/brute_force_cpu.cpp
src/nabo.cpp
src/nabo_private.h
src/init.c
src/RcppExports.cpp
src/WKNN.cpp
NAMESPACE
NEWS
data
data/kcpoints.rda
R
R/WKNNClasses.R
R/RcppExports.R
R/nabor-package.R
R/knn.R
README.md
MD5
DESCRIPTION
man
man/knn.Rd
man/nabor-package.Rd
man/WKNN-class.Rd
man/kcpoints.Rd
LICENSE
nabor documentation built on May 23, 2017, 9:10 a.m.

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