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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  1 year and 4 days ago 449 main
conda 2.7 MB | win-64/r-dtwclust-6.0.0-r44h8ae3a7c_1.conda  1 year and 4 days ago 442 main
conda 2.7 MB | osx-64/r-dtwclust-6.0.0-r44hc83a2cd_1.conda  1 year and 4 days ago 360 main
conda 2.7 MB | osx-64/r-dtwclust-6.0.0-r43hc83a2cd_1.conda  1 year and 4 days ago 327 main
conda 2.7 MB | linux-64/r-dtwclust-6.0.0-r43h93ab643_1.conda  1 year and 4 days ago 1316 main
conda 2.7 MB | linux-64/r-dtwclust-6.0.0-r44h93ab643_1.conda  1 year and 4 days ago 1356 main
conda 2.7 MB | win-64/r-dtwclust-6.0.0-r41he75b88d_0.conda  1 year and 1 month ago 433 main
conda 2.7 MB | osx-64/r-dtwclust-6.0.0-r43h25d921d_0.conda  1 year and 1 month ago 367 main
conda 2.7 MB | linux-64/r-dtwclust-6.0.0-r43h0d4f4ea_0.conda  1 year and 1 month ago 1363 main
conda 2.9 MB | win-64/r-dtwclust-5.5.12-r41ha856d6a_1.conda  2 years and 2 months ago 653 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r43hac7d2d5_1.conda  2 years and 2 months ago 357 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r42hac7d2d5_1.conda  2 years and 2 months ago 379 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r43ha503ecb_1.conda  2 years and 2 months ago 1977 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r42ha503ecb_1.conda  2 years and 2 months ago 1952 main
conda 2.9 MB | win-64/r-dtwclust-5.5.12-r41ha856d6a_0.conda  2 years and 5 months ago 777 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r41h49197e3_0.conda  2 years and 5 months ago 375 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r42h49197e3_0.conda  2 years and 5 months ago 366 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r41h38f115c_0.conda  2 years and 5 months ago 2196 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r42h38f115c_0.conda  2 years and 5 months ago 2242 main
conda 2.8 MB | win-64/r-dtwclust-5.5.11-r41ha856d6a_0.conda  2 years and 8 months ago 838 main
conda 2.8 MB | osx-64/r-dtwclust-5.5.11-r42h49197e3_0.conda  2 years and 8 months ago 405 main
conda 2.8 MB | osx-64/r-dtwclust-5.5.11-r41h49197e3_0.conda  2 years and 8 months ago 393 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.11-r41h38f115c_0.conda  2 years and 8 months ago 2256 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.11-r42h38f115c_0.conda  2 years and 8 months ago 2332 main
conda 3.0 MB | win-64/r-dtwclust-5.5.10-r41ha856d6a_1.tar.bz2  2 years and 10 months ago 544 main

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