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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 | linux-64/r-dbscan-1.1_8-r41h03ef668_0.tar.bz2  3 years and 11 months ago 2795 main
conda 2.3 MB | win-64/r-dbscan-1.1_8-r40ha856d6a_0.tar.bz2  4 years and 5 hours ago 837 main
conda 2.3 MB | win-64/r-dbscan-1.1_8-r36ha856d6a_0.tar.bz2  4 years and 5 hours ago 881 main
conda 2.2 MB | osx-64/r-dbscan-1.1_8-r36h9951f98_0.tar.bz2  4 years and 5 hours ago 185 main
conda 2.3 MB | osx-64/r-dbscan-1.1_8-r40h9951f98_0.tar.bz2  4 years and 5 hours ago 197 main
conda 2.3 MB | linux-64/r-dbscan-1.1_8-r36h03ef668_0.tar.bz2  4 years and 5 hours ago 2753 main
conda 2.3 MB | linux-64/r-dbscan-1.1_8-r40h03ef668_0.tar.bz2  4 years and 5 hours ago 2794 main
conda 2.3 MB | win-64/r-dbscan-1.1_7-r36ha856d6a_0.tar.bz2  4 years and 5 days ago 854 main
conda 2.3 MB | win-64/r-dbscan-1.1_7-r40ha856d6a_0.tar.bz2  4 years and 5 days ago 846 main
conda 2.3 MB | osx-64/r-dbscan-1.1_7-r36h9951f98_0.tar.bz2  4 years and 5 days ago 187 main
conda 2.3 MB | osx-64/r-dbscan-1.1_7-r40h9951f98_0.tar.bz2  4 years and 5 days ago 185 main
conda 2.3 MB | linux-64/r-dbscan-1.1_7-r40h03ef668_0.tar.bz2  4 years and 5 days ago 2636 main
conda 2.3 MB | linux-64/r-dbscan-1.1_7-r36h03ef668_0.tar.bz2  4 years and 5 days ago 2598 main
conda 2.5 MB | win-64/r-dbscan-1.1_6-r40ha856d6a_0.tar.bz2  4 years and 2 months ago 923 main
conda 2.5 MB | win-64/r-dbscan-1.1_6-r36ha856d6a_0.tar.bz2  4 years and 2 months ago 930 main
conda 2.5 MB | osx-64/r-dbscan-1.1_6-r36h9951f98_0.tar.bz2  4 years and 2 months ago 303 main
conda 2.5 MB | osx-64/r-dbscan-1.1_6-r40h9951f98_0.tar.bz2  4 years and 2 months ago 260 main
conda 2.5 MB | linux-64/r-dbscan-1.1_6-r36h03ef668_0.tar.bz2  4 years and 2 months ago 2722 main
conda 2.5 MB | linux-64/r-dbscan-1.1_6-r40h03ef668_0.tar.bz2  4 years and 2 months ago 2797 main
conda 1.2 MB | win-64/r-dbscan-1.1_5-r40h796a38f_1.tar.bz2  4 years and 11 months ago 1062 main
conda 1.2 MB | win-64/r-dbscan-1.1_5-r36h796a38f_1.tar.bz2  4 years and 11 months ago 1085 main
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r36hc5da6b9_1.tar.bz2  4 years and 11 months ago 336 main
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r40hc5da6b9_1.tar.bz2  4 years and 11 months ago 334 main
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r36h0357c0b_1.tar.bz2  4 years and 11 months ago 3333 main
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r40h0357c0b_1.tar.bz2  4 years and 11 months ago 3384 main

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