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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.

copied from cf-staging / r-dtwclust
Type Size Name Uploaded Downloads Labels
conda 3.1 MB | win-64/r-dtwclust-5.5.9-r40ha856d6a_0.tar.bz2  2 years and 8 months ago 704 main
conda 3.0 MB | win-64/r-dtwclust-5.5.9-r41ha856d6a_0.tar.bz2  2 years and 8 months ago 707 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.9-r40hc4bb905_0.tar.bz2  2 years and 8 months ago 86 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.9-r41hc4bb905_0.tar.bz2  2 years and 8 months ago 82 main
conda 3.1 MB | linux-64/r-dtwclust-5.5.9-r41h7525677_0.tar.bz2  2 years and 8 months ago 1868 main
conda 3.0 MB | linux-64/r-dtwclust-5.5.9-r40h7525677_0.tar.bz2  2 years and 8 months ago 1887 main

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