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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  1 month and 25 days ago 78 main
conda 2.4 MB | linux-ppc64le/r-dbscan-1.2_0-r44h967b40c_0.conda  1 month and 25 days ago 81 main
conda 2.4 MB | linux-aarch64/r-dbscan-1.2_0-r43h9d76b47_0.conda  1 month and 25 days ago 69 main
conda 2.4 MB | linux-ppc64le/r-dbscan-1.2_0-r43h967b40c_0.conda  1 month and 25 days ago 90 main
conda 2.4 MB | win-64/r-dbscan-1.2_0-r43h8ae3a7c_0.conda  1 month and 25 days ago 249 main
conda 2.4 MB | osx-arm64/r-dbscan-1.2_0-r44h31118f2_0.conda  1 month and 25 days ago 226 main
conda 2.4 MB | win-64/r-dbscan-1.2_0-r44h8ae3a7c_0.conda  1 month and 25 days ago 241 main
conda 2.4 MB | osx-64/r-dbscan-1.2_0-r43h2711daa_0.conda  1 month and 25 days ago 164 main
conda 2.4 MB | osx-64/r-dbscan-1.2_0-r44h2711daa_0.conda  1 month and 25 days ago 126 main
conda 2.3 MB | osx-arm64/r-dbscan-1.2_0-r43h31118f2_0.conda  1 month and 25 days ago 254 main
conda 2.4 MB | linux-64/r-dbscan-1.2_0-r44h93ab643_0.conda  1 month and 25 days ago 289 main
conda 2.4 MB | linux-64/r-dbscan-1.2_0-r43h93ab643_0.conda  1 month and 25 days ago 311 main

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