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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-post-staging / r-dbscan
Type Size Name Uploaded Downloads Labels
conda 2.8 MB | linux-aarch64/r-dbscan-1.2.3-r45hd601667_1.conda  1 month and 4 days ago 41 main
conda 2.8 MB | linux-aarch64/r-dbscan-1.2.3-r44hd601667_1.conda  1 month and 4 days ago 49 main
conda 2.8 MB | linux-ppc64le/r-dbscan-1.2.3-r45h816713c_1.conda  1 month and 4 days ago 25 main
conda 2.8 MB | linux-ppc64le/r-dbscan-1.2.3-r44h816713c_1.conda  1 month and 4 days ago 22 main
conda 2.8 MB | win-64/r-dbscan-1.2.3-r44hd8a2815_1.conda  1 month and 4 days ago 53 main
conda 2.7 MB | osx-arm64/r-dbscan-1.2.3-r44hc1cd577_1.conda  1 month and 4 days ago 56 main
conda 2.7 MB | osx-64/r-dbscan-1.2.3-r45ha730edb_1.conda  1 month and 4 days ago 55 main
conda 2.7 MB | osx-64/r-dbscan-1.2.3-r44ha730edb_1.conda  1 month and 4 days ago 62 main
conda 2.7 MB | win-64/r-dbscan-1.2.3-r45hd8a2815_1.conda  1 month and 4 days ago 48 main
conda 2.7 MB | osx-arm64/r-dbscan-1.2.3-r45hc1cd577_1.conda  1 month and 4 days ago 52 main
conda 2.8 MB | linux-64/r-dbscan-1.2.3-r45h3697838_1.conda  1 month and 4 days ago 153 main
conda 2.8 MB | linux-64/r-dbscan-1.2.3-r44h3697838_1.conda  1 month and 4 days ago 272 main
conda 2.8 MB | linux-aarch64/r-dbscan-1.2.3-r43hd601667_0.conda  1 month and 26 days ago 48 main
conda 2.8 MB | linux-ppc64le/r-dbscan-1.2.3-r44h816713c_0.conda  1 month and 26 days ago 22 main
conda 2.8 MB | linux-aarch64/r-dbscan-1.2.3-r44hd601667_0.conda  1 month and 26 days ago 45 main
conda 2.8 MB | linux-ppc64le/r-dbscan-1.2.3-r43h816713c_0.conda  1 month and 26 days ago 24 main
conda 2.7 MB | osx-arm64/r-dbscan-1.2.3-r43h088c9a0_0.conda  1 month and 26 days ago 49 main
conda 2.7 MB | osx-arm64/r-dbscan-1.2.3-r44h088c9a0_0.conda  1 month and 26 days ago 48 main
conda 2.7 MB | osx-64/r-dbscan-1.2.3-r43h813e631_0.conda  1 month and 26 days ago 50 main
conda 2.8 MB | win-64/r-dbscan-1.2.3-r43hd8a2815_0.conda  1 month and 26 days ago 51 main
conda 2.8 MB | win-64/r-dbscan-1.2.3-r44hd8a2815_0.conda  1 month and 26 days ago 50 main
conda 2.7 MB | osx-64/r-dbscan-1.2.3-r44h813e631_0.conda  1 month and 26 days ago 45 main
conda 2.8 MB | linux-64/r-dbscan-1.2.3-r44h3697838_0.conda  1 month and 26 days ago 264 main
conda 2.8 MB | linux-64/r-dbscan-1.2.3-r43h3697838_0.conda  1 month and 26 days ago 277 main

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