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dtw  

Dynamic Time Warping Algorithms
View on CRAN: Click here


Download and install dtw package within the R console
Install from CRAN:
install.packages("dtw")

Install from Github:
library("remotes")
install_github("cran/dtw")

Install by package version:
library("remotes")
install_version("dtw", "1.23-1")



Attach the package and use:
library("dtw")
Maintained by
Toni Giorgino
[Scholar Profile | Author Map]
First Published: 2007-12-02
Latest Update: 2022-09-19
Description:
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., as described in Giorgino (2009) .
How to cite:
Toni Giorgino (2007). dtw: Dynamic Time Warping Algorithms. R package version 1.23-1, https://cran.r-project.org/web/packages/dtw. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1-2 (2007-12-02 10:46), 0.3-1 (2007-12-07 18:01), 0.4-2 (2007-12-11 09:22), 1.0-2 (2007-12-12 08:57), 1.2-1 (2007-12-31 16:54), 1.4-3 (2008-01-09 11:05), 1.5-3 (2008-02-22 19:44), 1.6-2 (2008-05-30 08:30), 1.9-1 (2008-06-20 16:07), 1.12-3 (2008-09-28 21:26), 1.12-5 (2009-01-07 14:13), 1.13-1 (2009-07-01 15:53), 1.14-1 (2009-08-14 17:56), 1.14-3 (2012-01-15 12:38), 1.15 (2012-08-22 09:53), 1.16 (2013-05-28 17:38), 1.17-1 (2013-12-11 15:12), 1.18-1 (2015-09-01 17:55), 1.20-1 (2018-05-18 07:47), 1.21-1 (2019-08-22 00:10), 1.21-3 (2019-09-01 08:50), 1.22-3 (2020-09-28 15:40)
Other packages that cited dtw R package
View dtw citation profile
Other R packages that dtw depends, imports, suggests or enhances
Complete documentation for dtw
Functions, R codes and Examples using the dtw R package
Some associated functions: aami . countPaths . dtw-internal . dtw-package . dtw . dtwDist . dtwPlot . dtwPlotDensity . dtwPlotThreeWay . dtwPlotTwoWay . dtwWindowingFunctions . mvm . stepPattern . warp . warpArea . 
Some associated R codes: backtrack.R . countPaths.R . data.R . dtw-internal.R . dtw-package.R . dtw.R . dtwDist.R . globalCostMatrix.R . mvm.R . plot.dtw.R . stepPattern.R . warp.R . warpArea.R . window.R .  Full dtw package functions and examples
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