dtw: Dynamic time warping algorithms

A comprehensive implementation of dynamic time warping (DTW) algorithms in R. DTW computes the optimal (least cumulative distance) alignment between points of two time series. Common DTW variants covered include local (slope) and global (window) constraints, subsequence matches, arbitrary distance definitions, normalizations, minimum variance matching, and so on. Provides cumulative distances, alignments, specialized plot styles, etc.

AuthorToni Giorgino <toni.giorgino@gmail.com>,
Date of publication2015-07-13 16:17:31
MaintainerToni Giorgino <toni.giorgino@gmail.com>
LicenseGPL (>=2)
Version1.18
http://dtw.r-forge.r-project.org/

View on R-Forge

Functions

aami3a Man page
aami3b Man page
asymmetric Man page
asymmetricItakura Man page
asymmetricP0 Man page
asymmetricP05 Man page
asymmetricP1 Man page
asymmetricP2 Man page
backtrack Man page
countPaths Man page
dtw Man page
dtwDist Man page
dtw-package Man page
dtwpairdist Man page
dtwPlot Man page
dtwPlotAlignment Man page
dtwPlotDensity Man page
dtwPlotThreeWay Man page
dtwPlotTwoWay Man page
dtwWindowingFunctions Man page
dtwWindow.plot Man page
globalCostMatrix Man page
is.dtw Man page
is.stepPattern Man page
itakuraWindow Man page
mori2006 Man page
mvm Man page
mvmStepPattern Man page
noWindow Man page
plot.dtw Man page
plot.stepPattern Man page
print.dtw Man page
print.stepPattern Man page
rabinerJuangStepPattern Man page
rigid Man page
sakoeChibaWindow Man page
slantedBandWindow Man page
stepPattern Man page
symmetric1 Man page
symmetric2 Man page
symmetricP0 Man page
symmetricP05 Man page
symmetricP1 Man page
symmetricP2 Man page
symmetricVelichkoZagoruyko Man page
t.stepPattern Man page
typeIa Man page
typeIas Man page
typeIb Man page
typeIbs Man page
typeIc Man page
typeIcs Man page
typeId Man page
typeIds Man page
typeIIa Man page
typeIIb Man page
typeIIc Man page
typeIId Man page
typeIIIc Man page
typeIVc Man page
warp Man page
warpArea Man page

Files

DESCRIPTION
NAMESPACE
R
R/backtrack.R R/countPaths.R R/dtw-internal.R R/dtw.R R/dtwDist.R R/globalCostMatrix.R R/mvm.R R/plot.dtw.R R/stepPattern.R R/warp.R R/warpArea.R R/window.R R/zzz.R
build
build/vignette.rds
data
data/aami3a.rda
data/aami3b.rda
demo
demo/00Index
demo/dtw.R
inst
inst/CITATION
inst/ChangeLog
inst/doc
inst/doc/dtw.R
inst/doc/dtw.Rnw
inst/doc/dtw.pdf
inst/dtw.bib
man
man/aami.Rd man/countPaths.Rd man/dtw-internal.Rd man/dtw-package.Rd man/dtw.Rd man/dtwDist.Rd man/dtwPlot.Rd man/dtwPlotThreeWay.Rd man/dtwPlotTwoWay.Rd man/dtwWindowingFunctions.Rd man/mvm.Rd man/stepPattern.Rd man/warp.Rd man/warpArea.Rd
src
src/Makevars
src/Makevars.win
src/computeCM.c
tests
tests/dtw_test.R
tests/dtw_test.Rout.save
vignettes
vignettes/dtw.Rnw
vignettes/dtw.bib
vignettes/figures
vignettes/figures/alignMVM.pdf
vignettes/figures/mvmSP.pdf
vignettes/figures/object-diagram.pdf
vignettes/figures/plot-conventions.pdf

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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All documentation is copyright its authors; we didn't write any of that.