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:	1.1.4.1
Depends:	R (≥ 4.0.0)
Suggests:	chemometrics, mvtnorm
Published:	2024-09-22
DOI:	10.32614/CRAN.package.FNN
Author:	Alina Beygelzimer [aut] (cover tree library), Sham Kakadet [aut] (cover tree library), John Langford [aut] (cover tree library), Sunil Arya [aut] (ANN library 1.1.2 for the kd-tree approach), David Mount [aut] (ANN library 1.1.2 for the kd-tree approach), Shengqiao Li [aut, cre]
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_1.1.4.1.tar.gz
Windows binaries:	r-devel: FNN_1.1.4.1.zip, r-release: FNN_1.1.4.1.zip, r-oldrel: FNN_1.1.4.1.zip
macOS binaries:	r-release (arm64): FNN_1.1.4.1.tgz, r-oldrel (arm64): FNN_1.1.4.1.tgz, r-release (x86_64): FNN_1.1.4.1.tgz, r-oldrel (x86_64): FNN_1.1.4.1.tgz
Old sources:	FNN archive

Reverse dependencies:

Reverse depends:	fCI, freqparcoord, HDoutliers, HellCor, IndepTest, MBC, probout, regtools
Reverse imports:	adamethods, agghoo, amt, Anthropometry, aRtsy, atakrig, autoFRK, bapred, BayesNSGP, bigdatadist, Canek, CAST, cccd, cicero, clap, cmsaf, cmsafops, colors3d, cooltools, crmReg, customizedTraining, daltoolbox, damAOI, deepgp, densityClust, DepecheR, DSWE, ECoL, evclass, exdqlm, ExNRuleEnsemble, first, gainML, GloScope, GpGp, GPvecchia, gstat, GWmodel, hextri, Hmsc, HVT, ider, imbalance, immunaut, intRinsic, KCSKNNShiny, KNNShiny, ks, less, lgspline, LilRhino, LOMAR, mateable, meshed, metamer, miceRanger, missRanger, mlquantify, MOEADr, msImpute, musclesyneRgies, noisemodel, OkNNE, outForest, PINSPlus, pmlbr, PointedSDMs, pRoloc, RaceID, RaSEn, rchemo, rgnoisefilt, sambia, sansa, scgwr, Sconify, semidist, shattering, SmartMeterAnalytics, smotefamily, SMOTEWB, SpaCCI, SpatialDDLS, spmoran, SRTsim, stray, supercompress, TDA, toweranNA, trafo, tspredit, utsf, uwot, VoxR, waywiser, xkcdcolors, YEAB
Reverse suggests:	amadeus, cmsafvis, DataSimilarity, destiny, dobin, FactorHet, gcKrig, gmGeostats, knn.covertree, mlr, mlrCPO, rainette, sdcSpatial, sits, stars, superml, Surrogate, WASP

Linking:

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