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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 2.9 MB | win-64/r-dtwclust-5.5.12-r41ha856d6a_1.conda  1 year and 8 months ago 641 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r43hac7d2d5_1.conda  1 year and 8 months ago 349 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r42hac7d2d5_1.conda  1 year and 8 months ago 371 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r43ha503ecb_1.conda  1 year and 8 months ago 1591 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r42ha503ecb_1.conda  1 year and 8 months ago 1546 main
conda 2.9 MB | win-64/r-dtwclust-5.5.12-r41ha856d6a_0.conda  2 years and 1 day ago 764 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r41h49197e3_0.conda  2 years and 1 day ago 366 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r42h49197e3_0.conda  2 years and 1 day ago 358 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r41h38f115c_0.conda  2 years and 1 day ago 1788 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r42h38f115c_0.conda  2 years and 1 day ago 1839 main

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