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A fast reimplementation of several density-based algorithms of the DBSCAN family for spatial data. Includes the DBSCAN (density-based spatial clustering of applications with noise) and OPTICS (ordering points to identify the clustering structure) clustering algorithms HDBSCAN (hierarchical DBSCAN) and the LOF (local outlier factor) algorithm. The implementations use the kd-tree data structure (from library ANN) for faster k-nearest neighbor search. An R interface to fast kNN and fixed-radius NN search is also provided.

copied from cf-staging / r-dbscan
Type Size Name Uploaded Downloads Labels
conda 2.3 MB | win-64/r-dbscan-1.1_12-r43h8ae3a7c_1.conda  4 months and 17 days ago 245 main
conda 2.3 MB | win-64/r-dbscan-1.1_12-r44h8ae3a7c_1.conda  4 months and 17 days ago 244 main
conda 2.3 MB | osx-64/r-dbscan-1.1_12-r43h25d921d_1.conda  4 months and 17 days ago 232 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_12-r44h4f8ea88_1.conda  4 months and 17 days ago 89 main
conda 2.3 MB | osx-64/r-dbscan-1.1_12-r44h25d921d_1.conda  4 months and 17 days ago 238 main
conda 2.3 MB | linux-64/r-dbscan-1.1_12-r43h0d4f4ea_1.conda  4 months and 17 days ago 1109 main
conda 2.4 MB | linux-64/r-dbscan-1.1_12-r44h0d4f4ea_1.conda  4 months and 17 days ago 671 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_12-r43h7d3bd7d_1.conda  4 months and 17 days ago 114 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_12-r44h7d3bd7d_1.conda  4 months and 17 days ago 133 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_12-r43hd301276_0.conda  11 months and 21 days ago 93 main
conda 2.3 MB | win-64/r-dbscan-1.1_12-r41ha856d6a_0.conda  11 months and 21 days ago 287 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_12-r42hd301276_0.conda  11 months and 21 days ago 98 main
conda 2.3 MB | osx-64/r-dbscan-1.1_12-r42h64b2c41_0.conda  11 months and 21 days ago 202 main
conda 2.3 MB | osx-64/r-dbscan-1.1_12-r43h64b2c41_0.conda  11 months and 21 days ago 245 main
conda 2.3 MB | linux-64/r-dbscan-1.1_12-r43ha503ecb_0.conda  11 months and 21 days ago 1621 main
conda 2.3 MB | linux-64/r-dbscan-1.1_12-r42ha503ecb_0.conda  11 months and 21 days ago 1133 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_12-r43ha6e910b_0.conda  11 months and 21 days ago 111 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_12-r42ha6e910b_0.conda  11 months and 21 days ago 115 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_11-r42hd301276_1.conda  1 year and 2 months ago 91 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_11-r43hd301276_1.conda  1 year and 2 months ago 90 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_11-r42ha6e910b_1.conda  1 year and 2 months ago 105 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_11-r43ha6e910b_1.conda  1 year and 2 months ago 124 main
conda 2.3 MB | win-64/r-dbscan-1.1_11-r41ha856d6a_1.conda  1 year and 5 months ago 521 main
conda 2.3 MB | osx-64/r-dbscan-1.1_11-r42hac7d2d5_1.conda  1 year and 5 months ago 293 main
conda 2.3 MB | osx-64/r-dbscan-1.1_11-r43hac7d2d5_1.conda  1 year and 5 months ago 269 main
conda 2.3 MB | linux-64/r-dbscan-1.1_11-r43ha503ecb_1.conda  1 year and 5 months ago 3179 main
conda 2.3 MB | linux-64/r-dbscan-1.1_11-r42ha503ecb_1.conda  1 year and 5 months ago 1727 main
conda 2.5 MB | win-64/r-dbscan-1.1_11-r41ha856d6a_0.tar.bz2  2 years and 22 days ago 554 main
conda 2.4 MB | osx-64/r-dbscan-1.1_11-r42h49197e3_0.tar.bz2  2 years and 22 days ago 89 main
conda 2.4 MB | osx-64/r-dbscan-1.1_11-r41h49197e3_0.tar.bz2  2 years and 22 days ago 85 main
conda 2.5 MB | linux-64/r-dbscan-1.1_11-r42h7525677_0.tar.bz2  2 years and 22 days ago 2143 main
conda 2.5 MB | linux-64/r-dbscan-1.1_11-r41h7525677_0.tar.bz2  2 years and 22 days ago 1687 main
conda 2.3 MB | win-64/r-dbscan-1.1_10-r41ha856d6a_1.tar.bz2  2 years and 1 month ago 536 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r42h49197e3_1.tar.bz2  2 years and 1 month ago 75 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r41h49197e3_1.tar.bz2  2 years and 1 month ago 77 main
conda 2.4 MB | linux-64/r-dbscan-1.1_10-r41h7525677_1.tar.bz2  2 years and 1 month ago 1574 main
conda 2.3 MB | linux-64/r-dbscan-1.1_10-r42h7525677_1.tar.bz2  2 years and 1 month ago 1525 main
conda 2.3 MB | win-64/r-dbscan-1.1_10-r40ha856d6a_0.tar.bz2  2 years and 10 months ago 705 main
conda 2.3 MB | win-64/r-dbscan-1.1_10-r41ha856d6a_0.tar.bz2  2 years and 10 months ago 725 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r40h9951f98_0.tar.bz2  2 years and 10 months ago 84 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r41h9951f98_0.tar.bz2  2 years and 10 months ago 102 main
conda 2.4 MB | linux-64/r-dbscan-1.1_10-r40h03ef668_0.tar.bz2  2 years and 10 months ago 2050 main
conda 2.3 MB | linux-64/r-dbscan-1.1_10-r41h03ef668_0.tar.bz2  2 years and 10 months ago 2254 main
conda 2.3 MB | win-64/r-dbscan-1.1_9-r40ha856d6a_0.tar.bz2  2 years and 10 months ago 680 main
conda 2.3 MB | win-64/r-dbscan-1.1_9-r41ha856d6a_0.tar.bz2  2 years and 10 months ago 710 main
conda 2.3 MB | osx-64/r-dbscan-1.1_9-r40h9951f98_0.tar.bz2  2 years and 10 months ago 74 main
conda 2.3 MB | osx-64/r-dbscan-1.1_9-r41h9951f98_0.tar.bz2  2 years and 10 months ago 79 main
conda 2.3 MB | linux-64/r-dbscan-1.1_9-r40h03ef668_0.tar.bz2  2 years and 10 months ago 1805 main
conda 2.3 MB | linux-64/r-dbscan-1.1_9-r41h03ef668_0.tar.bz2  2 years and 10 months ago 1838 main
conda 2.3 MB | win-64/r-dbscan-1.1_8-r41ha856d6a_0.tar.bz2  3 years and 5 months ago 817 main

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