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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_11-r42ha503ecb_1.conda  1 year and 10 months ago 2192 main
conda 2.5 MB | win-64/r-dbscan-1.1_11-r41ha856d6a_0.tar.bz2  2 years and 5 months ago 566 main
conda 2.4 MB | osx-64/r-dbscan-1.1_11-r42h49197e3_0.tar.bz2  2 years and 5 months ago 96 main
conda 2.4 MB | osx-64/r-dbscan-1.1_11-r41h49197e3_0.tar.bz2  2 years and 5 months ago 92 main
conda 2.5 MB | linux-64/r-dbscan-1.1_11-r42h7525677_0.tar.bz2  2 years and 5 months ago 2550 main
conda 2.5 MB | linux-64/r-dbscan-1.1_11-r41h7525677_0.tar.bz2  2 years and 5 months ago 2110 main
conda 2.3 MB | win-64/r-dbscan-1.1_10-r41ha856d6a_1.tar.bz2  2 years and 6 months ago 548 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r42h49197e3_1.tar.bz2  2 years and 6 months ago 82 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r41h49197e3_1.tar.bz2  2 years and 6 months ago 85 main
conda 2.4 MB | linux-64/r-dbscan-1.1_10-r41h7525677_1.tar.bz2  2 years and 6 months ago 1980 main
conda 2.3 MB | linux-64/r-dbscan-1.1_10-r42h7525677_1.tar.bz2  2 years and 6 months ago 1914 main
conda 2.3 MB | win-64/r-dbscan-1.1_10-r40ha856d6a_0.tar.bz2  3 years and 3 months ago 721 main
conda 2.3 MB | win-64/r-dbscan-1.1_10-r41ha856d6a_0.tar.bz2  3 years and 3 months ago 738 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r40h9951f98_0.tar.bz2  3 years and 3 months ago 92 main
conda 2.3 MB | osx-64/r-dbscan-1.1_10-r41h9951f98_0.tar.bz2  3 years and 3 months ago 110 main
conda 2.4 MB | linux-64/r-dbscan-1.1_10-r40h03ef668_0.tar.bz2  3 years and 3 months ago 2477 main
conda 2.3 MB | linux-64/r-dbscan-1.1_10-r41h03ef668_0.tar.bz2  3 years and 3 months ago 2656 main
conda 2.3 MB | win-64/r-dbscan-1.1_9-r40ha856d6a_0.tar.bz2  3 years and 3 months ago 694 main
conda 2.3 MB | win-64/r-dbscan-1.1_9-r41ha856d6a_0.tar.bz2  3 years and 3 months ago 724 main
conda 2.3 MB | osx-64/r-dbscan-1.1_9-r40h9951f98_0.tar.bz2  3 years and 3 months ago 82 main
conda 2.3 MB | osx-64/r-dbscan-1.1_9-r41h9951f98_0.tar.bz2  3 years and 3 months ago 86 main
conda 2.3 MB | linux-64/r-dbscan-1.1_9-r40h03ef668_0.tar.bz2  3 years and 3 months ago 2233 main
conda 2.3 MB | linux-64/r-dbscan-1.1_9-r41h03ef668_0.tar.bz2  3 years and 3 months ago 2278 main
conda 2.3 MB | win-64/r-dbscan-1.1_8-r41ha856d6a_0.tar.bz2  3 years and 10 months ago 831 main
conda 2.3 MB | osx-64/r-dbscan-1.1_8-r41h9951f98_0.tar.bz2  3 years and 10 months ago 209 main

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