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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 244 main
conda 2.3 MB | win-64/r-dbscan-1.1_12-r44h8ae3a7c_1.conda  4 months and 17 days ago 243 main
conda 2.3 MB | osx-64/r-dbscan-1.1_12-r43h25d921d_1.conda  4 months and 17 days ago 231 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_12-r44h4f8ea88_1.conda  4 months and 17 days ago 88 main
conda 2.3 MB | osx-64/r-dbscan-1.1_12-r44h25d921d_1.conda  4 months and 17 days ago 237 main
conda 2.3 MB | linux-64/r-dbscan-1.1_12-r43h0d4f4ea_1.conda  4 months and 17 days ago 1105 main
conda 2.4 MB | linux-64/r-dbscan-1.1_12-r44h0d4f4ea_1.conda  4 months and 17 days ago 670 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_12-r43h7d3bd7d_1.conda  4 months and 17 days ago 113 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_12-r44h7d3bd7d_1.conda  4 months and 17 days ago 132 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_12-r43hd301276_0.conda  11 months and 20 days ago 92 main
conda 2.3 MB | win-64/r-dbscan-1.1_12-r41ha856d6a_0.conda  11 months and 20 days ago 286 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_12-r42hd301276_0.conda  11 months and 20 days ago 97 main
conda 2.3 MB | osx-64/r-dbscan-1.1_12-r42h64b2c41_0.conda  11 months and 20 days ago 201 main
conda 2.3 MB | osx-64/r-dbscan-1.1_12-r43h64b2c41_0.conda  11 months and 20 days ago 244 main
conda 2.3 MB | linux-64/r-dbscan-1.1_12-r43ha503ecb_0.conda  11 months and 20 days ago 1619 main
conda 2.3 MB | linux-64/r-dbscan-1.1_12-r42ha503ecb_0.conda  11 months and 20 days ago 1131 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_12-r43ha6e910b_0.conda  11 months and 20 days ago 110 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_12-r42ha6e910b_0.conda  11 months and 20 days ago 114 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_11-r42hd301276_1.conda  1 year and 2 months ago 90 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_11-r43hd301276_1.conda  1 year and 2 months ago 89 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_11-r42ha6e910b_1.conda  1 year and 2 months ago 104 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_11-r43ha6e910b_1.conda  1 year and 2 months ago 123 main
conda 2.3 MB | win-64/r-dbscan-1.1_11-r41ha856d6a_1.conda  1 year and 5 months ago 520 main
conda 2.3 MB | osx-64/r-dbscan-1.1_11-r42hac7d2d5_1.conda  1 year and 5 months ago 292 main
conda 2.3 MB | osx-64/r-dbscan-1.1_11-r43hac7d2d5_1.conda  1 year and 5 months ago 268 main
conda 2.3 MB | linux-64/r-dbscan-1.1_11-r43ha503ecb_1.conda  1 year and 5 months ago 3177 main
conda 2.3 MB | linux-64/r-dbscan-1.1_11-r42ha503ecb_1.conda  1 year and 5 months ago 1726 main
conda 2.5 MB | win-64/r-dbscan-1.1_11-r41ha856d6a_0.tar.bz2  2 years and 22 days ago 553 main
conda 2.4 MB | osx-64/r-dbscan-1.1_11-r42h49197e3_0.tar.bz2  2 years and 22 days ago 88 main
conda 2.4 MB | osx-64/r-dbscan-1.1_11-r41h49197e3_0.tar.bz2  2 years and 22 days ago 84 main
conda 2.5 MB | linux-64/r-dbscan-1.1_11-r42h7525677_0.tar.bz2  2 years and 22 days ago 2141 main
conda 2.5 MB | linux-64/r-dbscan-1.1_11-r41h7525677_0.tar.bz2  2 years and 22 days ago 1685 main
conda 2.3 MB | win-64/r-dbscan-1.1_10-r41ha856d6a_1.tar.bz2  2 years and 1 month ago 535 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r42h49197e3_1.tar.bz2  2 years and 1 month ago 74 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r41h49197e3_1.tar.bz2  2 years and 1 month ago 76 main
conda 2.4 MB | linux-64/r-dbscan-1.1_10-r41h7525677_1.tar.bz2  2 years and 1 month ago 1572 main
conda 2.3 MB | linux-64/r-dbscan-1.1_10-r42h7525677_1.tar.bz2  2 years and 1 month ago 1523 main
conda 2.3 MB | win-64/r-dbscan-1.1_10-r40ha856d6a_0.tar.bz2  2 years and 10 months ago 704 main
conda 2.3 MB | win-64/r-dbscan-1.1_10-r41ha856d6a_0.tar.bz2  2 years and 10 months ago 724 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r40h9951f98_0.tar.bz2  2 years and 10 months ago 83 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r41h9951f98_0.tar.bz2  2 years and 10 months ago 101 main
conda 2.4 MB | linux-64/r-dbscan-1.1_10-r40h03ef668_0.tar.bz2  2 years and 10 months ago 2048 main
conda 2.3 MB | linux-64/r-dbscan-1.1_10-r41h03ef668_0.tar.bz2  2 years and 10 months ago 2252 main
conda 2.3 MB | win-64/r-dbscan-1.1_9-r40ha856d6a_0.tar.bz2  2 years and 10 months ago 679 main
conda 2.3 MB | win-64/r-dbscan-1.1_9-r41ha856d6a_0.tar.bz2  2 years and 10 months ago 709 main
conda 2.3 MB | osx-64/r-dbscan-1.1_9-r40h9951f98_0.tar.bz2  2 years and 10 months ago 73 main
conda 2.3 MB | osx-64/r-dbscan-1.1_9-r41h9951f98_0.tar.bz2  2 years and 10 months ago 78 main
conda 2.3 MB | linux-64/r-dbscan-1.1_9-r40h03ef668_0.tar.bz2  2 years and 10 months ago 1804 main
conda 2.3 MB | linux-64/r-dbscan-1.1_9-r41h03ef668_0.tar.bz2  2 years and 10 months ago 1837 main
conda 2.3 MB | win-64/r-dbscan-1.1_8-r41ha856d6a_0.tar.bz2  3 years and 5 months ago 816 main

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