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: 1.1.3.1
Depends: R (≥ 3.0.0)
Suggests: chemometrics, mvtnorm
Published: 2022-05-23
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

Documentation:

Reference manual: FNN.pdf

Downloads:

Package source: FNN_1.1.3.1.tar.gz
Windows binaries: r-devel: FNN_1.1.3.1.zip, r-release: FNN_1.1.3.1.zip, r-oldrel: FNN_1.1.3.1.zip
macOS binaries: r-release (arm64): FNN_1.1.3.1.tgz, r-oldrel (arm64): FNN_1.1.3.1.tgz, r-release (x86_64): FNN_1.1.3.tgz, r-oldrel (x86_64): FNN_1.1.3.tgz
Old sources: FNN archive

Reverse dependencies:

Reverse depends: fCI, freqparcoord, HDoutliers, HellCor, IndepTest, MBC, probout, regtools, scAlign, scCAN
Reverse imports: adamethods, Anthropometry, aRchi, atakrig, autoFRK, BayesNSGP, bigdatadist, Canek, CAST, cccd, cicero, cmsaf, cmsafops, crmReg, customizedTraining, deepgp, densityClust, DepecheR, DSWE, ECoL, EmbedSOM, evclass, evclust, exdqlm, fpcb, funtimes, gainML, GpGp, GPvecchia, gstat, GWmodel, hextri, Hmsc, hybridEnsemble, ider, imbalance, intRinsic, KCSKNNShiny, KNNShiny, ks, LilRhino, LOMAR, metamer, miceRanger, missRanger, mlquantify, MOEADr, msImpute, musclesyneRgies, nntrf, OkNNE, outForest, PINSPlus, pmlbr, pRoloc, RaceID, RaSEn, regfilter, rliger, sambia, scgwr, Sconify, shattering, SmartMeterAnalytics, smotefamily, spamtree, spmoran, stray, supercompress, TDA, trafo, uwot, VoxR, xkcdcolors
Reverse suggests: amt, BiocNeighbors, CBDA, destiny, dobin, gcKrig, gmGeostats, image.dlib, knn.covertree, metabolomicsR, mlr, rainette, SACOBRA, sdcSpatial, sits, superml, WASP

Linking:

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