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. All common DTW variants are covered, including local (slope) and global (window) constraints, distance definitions, length normalizations, minimum variance matching, and so on. Provides cumulative distances, alignments, several plot styles, etc.
| Version: | 1.15 |
| Depends: | R (≥ 2.10.0), methods, proxy |
| Imports: | proxy |
| Enhances: | proxy |
| Published: | 2012-08-22 |
| Author: | Toni Giorgino, |
| Maintainer: | Toni Giorgino <toni.giorgino at gmail.com> |
| License: | GPL (≥ 2) |
| URL: | http://dtw.r-forge.r-project.org/ |
| NeedsCompilation: | yes |
| Citation: | dtw citation info |
| In views: | TimeSeries |
| CRAN checks: | dtw results |
| Package source: | dtw_1.15.tar.gz |
| MacOS X binary: | dtw_1.15.tgz |
| Windows binary: | dtw_1.15.zip |
| Reference manual: | dtw.pdf |
| Vignettes: |
Computing and Visualizing Dynamic Time Warping Alignments in R: The dtw Package |
| News/ChangeLog: | ChangeLog |
| Old sources: | dtw archive |
| Reverse suggests: | ChemometricsWithR |