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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 2.4 MB | linux-aarch64/r-dbscan-1.2_0-r44h9d76b47_0.conda  6 months and 25 days ago 105 main
conda 2.4 MB | linux-ppc64le/r-dbscan-1.2_0-r44h967b40c_0.conda  6 months and 25 days ago 88 main
conda 2.4 MB | linux-aarch64/r-dbscan-1.2_0-r43h9d76b47_0.conda  6 months and 25 days ago 93 main
conda 2.4 MB | linux-ppc64le/r-dbscan-1.2_0-r43h967b40c_0.conda  6 months and 25 days ago 98 main
conda 2.4 MB | win-64/r-dbscan-1.2_0-r43h8ae3a7c_0.conda  6 months and 25 days ago 270 main
conda 2.4 MB | osx-arm64/r-dbscan-1.2_0-r44h31118f2_0.conda  6 months and 25 days ago 247 main
conda 2.4 MB | win-64/r-dbscan-1.2_0-r44h8ae3a7c_0.conda  6 months and 25 days ago 264 main
conda 2.4 MB | osx-64/r-dbscan-1.2_0-r43h2711daa_0.conda  6 months and 25 days ago 185 main
conda 2.4 MB | osx-64/r-dbscan-1.2_0-r44h2711daa_0.conda  6 months and 25 days ago 148 main
conda 2.3 MB | osx-arm64/r-dbscan-1.2_0-r43h31118f2_0.conda  6 months and 25 days ago 276 main
conda 2.4 MB | linux-64/r-dbscan-1.2_0-r44h93ab643_0.conda  6 months and 25 days ago 654 main
conda 2.4 MB | linux-64/r-dbscan-1.2_0-r43h93ab643_0.conda  6 months and 25 days ago 665 main

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