dtw: Dynamic time warping algorithms
Version 1.18

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.

Browse man pages Browse package API and functions Browse package files

AuthorToni Giorgino <toni.giorgino@gmail.com>,
Date of publication2015-07-13 16:17:31
MaintainerToni Giorgino <toni.giorgino@gmail.com>
LicenseGPL (>=2)
Version1.18
URL http://dtw.r-forge.r-project.org/
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("dtw", repos="http://R-Forge.R-project.org")

Man pages

aami: ANSI/AAMI EC13 Test Waveforms, 3a and 3b
countPaths: Count the number of possible warping paths
dtw: Dynamic Time Warp
dtwDist: Compute a dissimilarity matrix
dtw-internal: Internal dtw Functions
dtw-package: Dynamic Time Warp algorithms in R
dtwPlot: Plotting of dynamic time warp results
dtwPlotThreeWay: Plotting of dynamic time warp results: annotated warping...
dtwPlotTwoWay: Plotting of dynamic time warp results: pointwise comparison
dtwWindowingFunctions: Global constraints and windowing functions for DTW
mvm: Minimum Variance Matching algorithm
stepPattern: Step patterns for DTW
warp: Apply a warping to a given timeseries
warpArea: Compute Warping Path Area

Functions

Pend Source code
Pnew Source code
Pstep Source code
PtoMx Source code
RJtypeI Source code
RJtypeII Source code
RJtypeIII Source code
RJtypeIV Source code
RJtypeV Source code
RJtypeVI Source code
RJtypeVII Source code
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
canonicalizeWindowFunction Source code
checkpattern Source code
countPaths Man page Source code
dtw Man page
dtw-package Man page
dtwDist Man page Source code
dtwPlot Man page
dtwPlotAlignment Man page Source code
dtwPlotDensity Man page Source code
dtwPlotThreeWay Man page Source code
dtwPlotTwoWay Man page Source code
dtwWindow.plot Man page Source code
dtwWindowingFunctions Man page
dtwpairdist Man page Source code
extractpattern Source code
globalCostMatrix Man page
is.dtw Man page Source code
is.stepPattern Man page Source code
itakuraWindow Man page
localWarpingCost Source code
localWarpingStretch Source code
mkDirDeltas Source code
mori2006 Man page
mvm Man page
mvmStepPattern Man page Source code
noWindow Man page
onAttach Source code
plot.dtw Man page Source code
plot.stepPattern Man page Source code
print.dtw Man page Source code
print.stepPattern Man page Source code
rabinerJuangStepPattern Man page Source code
rigid Man page
sakoeChibaWindow Man page
slantedBandWindow Man page
stepPattern Man page Source code
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 Source code
typeIIIc Man page
typeIIa Man page
typeIIb Man page
typeIIc Man page
typeIId Man page
typeIVc 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
warp Man page Source code
warpArea Man page Source code

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
dtw documentation built on May 21, 2017, 3:29 a.m.