dtwclust (5.4.0)

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Time Series Clustering Along with Optimizations for the Dynamic Time Warping Distance.

https://github.com/asardaes/dtwclust
http://cran.r-project.org/web/packages/dtwclust

Time series clustering along with optimized techniques related to the Dynamic Time Warping distance and its corresponding lower bounds. Implementations of partitional, hierarchical, fuzzy, k-Shape and TADPole clustering are available. Functionality can be easily extended with custom distance measures and centroid definitions. Implementations of DTW barycenter averaging, a distance based on global alignment kernels, and the soft-DTW distance and centroid routines are also provided. All included distance functions have custom loops optimized for the calculation of cross-distance matrices, including parallelization support. Several cluster validity indices are included.

Maintainer: Alexis Sarda
Author(s): Alexis Sarda-Espinosa

License: GPL-3

Uses: bigmemory, clue, cluster, dplyr, dtw, flexclust, foreach, ggplot2, ggrepel, Matrix, nloptr, proxy, Rcpp, RcppParallel, reshape2, RSpectra, shiny, shinyjs, testthat, doParallel, knitr, TSclust, TSdist, rmarkdown, parallelDist

Released 14 days ago.


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