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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-1.2.2-r44h9d76b47_0.conda  6 months and 25 days ago 103 main
conda 2.8 MB | linux-ppc64le/r-dbscan-1.2.2-r44h967b40c_0.conda  6 months and 25 days ago 93 main
conda 2.8 MB | linux-aarch64/r-dbscan-1.2.2-r43h9d76b47_0.conda  6 months and 25 days ago 99 main
conda 2.8 MB | linux-ppc64le/r-dbscan-1.2.2-r43h967b40c_0.conda  6 months and 25 days ago 83 main
conda 2.7 MB | win-64/r-dbscan-1.2.2-r44h8ae3a7c_0.conda  6 months and 25 days ago 247 main
conda 2.7 MB | win-64/r-dbscan-1.2.2-r43h8ae3a7c_0.conda  6 months and 25 days ago 250 main
conda 2.7 MB | osx-64/r-dbscan-1.2.2-r44h2711daa_0.conda  6 months and 25 days ago 208 main
conda 2.7 MB | osx-arm64/r-dbscan-1.2.2-r44h31118f2_0.conda  6 months and 25 days ago 281 main
conda 2.7 MB | osx-arm64/r-dbscan-1.2.2-r43h31118f2_0.conda  6 months and 25 days ago 249 main
conda 2.7 MB | osx-64/r-dbscan-1.2.2-r43h2711daa_0.conda  6 months and 25 days ago 187 main
conda 2.8 MB | linux-64/r-dbscan-1.2.2-r44h93ab643_0.conda  6 months and 25 days ago 1130 main
conda 2.8 MB | linux-64/r-dbscan-1.2.2-r43h93ab643_0.conda  6 months and 25 days ago 1385 main

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