dtwclust (5.5.4)
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, rmarkdown
Reverse suggests: IncDTW
Released about 1 month ago.
34 previous versions
- dtwclust_5.5.3. Released about 1 month ago.
- dtwclust_5.5.2. Released 6 months ago.
- dtwclust_5.5.1. Released 11 months ago.
- dtwclust_5.5.0. Released about 1 year ago.
- dtwclust_5.4.1. Released about 1 year ago.
- dtwclust_5.4.0. Released over 1 year ago.
- dtwclust_5.3.1. Released over 1 year ago.
- dtwclust_5.3.0. Released over 1 year ago.
- dtwclust_5.2.0. Released over 1 year ago.
- dtwclust_5.1.0. Released over 1 year ago.
- dtwclust_5.0.0. Released over 1 year ago.
- dtwclust_4.1.1. Released almost 2 years ago.
- dtwclust_4.1.0. Released almost 2 years ago.
- dtwclust_4.0.3. Released about 2 years ago.
- dtwclust_4.0.2. Released about 2 years ago.
- dtwclust_4.0.1. Released about 2 years ago.
- dtwclust_4.0.0. Released about 2 years ago.
- dtwclust_3.2.0. Released over 2 years ago.
- dtwclust_3.1.2. Released over 2 years ago.
- dtwclust_3.1.1. Released over 2 years ago.
- dtwclust_3.1.0. Released over 2 years ago.
- dtwclust_3.0.0. Released over 2 years ago.
- dtwclust_2.3.0. Released almost 3 years ago.
- dtwclust_2.2.1. Released almost 3 years ago.
- dtwclust_2.2.0. Released almost 3 years ago.
- dtwclust_2.1.2. Released about 3 years ago.
- dtwclust_2.1.1. Released over 3 years ago.
- dtwclust_2.1.0. Released over 3 years ago.
- dtwclust_2.0.0. Released over 3 years ago.
- dtwclust_1.3.0. Released over 3 years ago.
- dtwclust_1.2.0. Released almost 4 years ago.
- dtwclust_1.1.0. Released almost 4 years ago.
- dtwclust_1.0.0. Released almost 4 years ago.
- dtwclust_0.1.0. Released about 4 years ago.
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