FNN: Fast Nearest Neighbor Search Algorithms and Applications

Cover-tree and kd-tree fast k-nearest neighbor search algorithms and related applications including KNN classification, regression and information measures are implemented.

Version: 1.1.3
Depends: R (≥ 3.0.0)
Suggests: chemometrics, mvtnorm
Published: 2019-02-15
Author: Alina Beygelzimer, Sham Kakadet and John Langford (cover tree library), Sunil Arya and David Mount (ANN library 1.1.2 for the kd-tree approach), Shengqiao Li
Maintainer: Shengqiao Li <lishengqiao at yahoo.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
Copyright: ANN Copyright (c) 1997-2010 University of Maryland and Sunil Arya and David Mount. All Rights Reserved.
FNN copyright details
NeedsCompilation: yes
Materials: ChangeLog
CRAN checks: FNN results

Downloads:

Reference manual: FNN.pdf
Package source: FNN_1.1.3.tar.gz
Windows binaries: r-devel: FNN_1.1.3.zip, r-release: FNN_1.1.3.zip, r-oldrel: FNN_1.1.3.zip
OS X binaries: r-release: FNN_1.1.3.tgz, r-oldrel: FNN_1.1.3.tgz
Old sources: FNN archive

Reverse dependencies:

Reverse depends: freqparcoord, HDoutliers, IndepTest, probout, regtools
Reverse imports: adamethods, amt, Anthropometry, autoFRK, bapred, bigdatadist, cccd, customizedTraining, densityClust, ECoL, evclass, evclust, GpGp, gstat, hextri, HighDimOut, hybridEnsemble, ider, imbalance, KNNShiny, ks, LICORS, LilRhino, mateable, metamer, missRanger, MOEADr, sambia, scgwr, sensors4plumes, smotefamily, TDA, trafo, unbalanced, uwot, varrank, xkcdcolors
Reverse suggests: CBDA, gcKrig, marinespeed, mlr, SACOBRA, superml

Linking:

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