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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 2.7 MB | win-64/r-dtwclust-6.0.0-r43h8ae3a7c_1.conda  7 months and 5 days ago 425 main
conda 2.7 MB | win-64/r-dtwclust-6.0.0-r44h8ae3a7c_1.conda  7 months and 5 days ago 419 main
conda 2.7 MB | osx-64/r-dtwclust-6.0.0-r44hc83a2cd_1.conda  7 months and 5 days ago 341 main
conda 2.7 MB | osx-64/r-dtwclust-6.0.0-r43hc83a2cd_1.conda  7 months and 5 days ago 313 main
conda 2.7 MB | linux-64/r-dtwclust-6.0.0-r43h93ab643_1.conda  7 months and 5 days ago 960 main
conda 2.7 MB | linux-64/r-dtwclust-6.0.0-r44h93ab643_1.conda  7 months and 5 days ago 937 main
conda 2.7 MB | win-64/r-dtwclust-6.0.0-r41he75b88d_0.conda  8 months and 4 days ago 408 main
conda 2.7 MB | osx-64/r-dtwclust-6.0.0-r43h25d921d_0.conda  8 months and 4 days ago 353 main
conda 2.7 MB | linux-64/r-dtwclust-6.0.0-r43h0d4f4ea_0.conda  8 months and 4 days ago 1005 main
conda 2.9 MB | win-64/r-dtwclust-5.5.12-r41ha856d6a_1.conda  1 year and 9 months ago 642 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r43hac7d2d5_1.conda  1 year and 9 months ago 349 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r42hac7d2d5_1.conda  1 year and 9 months ago 371 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r43ha503ecb_1.conda  1 year and 9 months ago 1642 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r42ha503ecb_1.conda  1 year and 9 months ago 1598 main
conda 2.9 MB | win-64/r-dtwclust-5.5.12-r41ha856d6a_0.conda  2 years and 25 days ago 766 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r41h49197e3_0.conda  2 years and 25 days ago 366 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r42h49197e3_0.conda  2 years and 25 days ago 358 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r41h38f115c_0.conda  2 years and 25 days ago 1842 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r42h38f115c_0.conda  2 years and 25 days ago 1897 main
conda 2.8 MB | win-64/r-dtwclust-5.5.11-r41ha856d6a_0.conda  2 years and 3 months ago 826 main
conda 2.8 MB | osx-64/r-dtwclust-5.5.11-r42h49197e3_0.conda  2 years and 3 months ago 398 main
conda 2.8 MB | osx-64/r-dtwclust-5.5.11-r41h49197e3_0.conda  2 years and 3 months ago 386 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.11-r41h38f115c_0.conda  2 years and 3 months ago 1905 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.11-r42h38f115c_0.conda  2 years and 3 months ago 1989 main
conda 3.0 MB | win-64/r-dtwclust-5.5.10-r41ha856d6a_1.tar.bz2  2 years and 5 months ago 536 main

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