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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 2.8 MB | linux-aarch64/r-dbscan-1.2.2-r44h9d76b47_0.conda  6 months and 5 days ago 102 main
conda 2.8 MB | linux-ppc64le/r-dbscan-1.2.2-r44h967b40c_0.conda  6 months and 5 days ago 92 main
conda 2.8 MB | linux-aarch64/r-dbscan-1.2.2-r43h9d76b47_0.conda  6 months and 5 days ago 97 main
conda 2.8 MB | linux-ppc64le/r-dbscan-1.2.2-r43h967b40c_0.conda  6 months and 5 days ago 81 main
conda 2.7 MB | win-64/r-dbscan-1.2.2-r44h8ae3a7c_0.conda  6 months and 5 days ago 242 main
conda 2.7 MB | win-64/r-dbscan-1.2.2-r43h8ae3a7c_0.conda  6 months and 5 days ago 245 main
conda 2.7 MB | osx-64/r-dbscan-1.2.2-r44h2711daa_0.conda  6 months and 5 days ago 203 main
conda 2.7 MB | osx-arm64/r-dbscan-1.2.2-r44h31118f2_0.conda  6 months and 5 days ago 278 main
conda 2.7 MB | osx-arm64/r-dbscan-1.2.2-r43h31118f2_0.conda  6 months and 5 days ago 247 main
conda 2.7 MB | osx-64/r-dbscan-1.2.2-r43h2711daa_0.conda  6 months and 5 days ago 183 main
conda 2.8 MB | linux-64/r-dbscan-1.2.2-r44h93ab643_0.conda  6 months and 5 days ago 1032 main
conda 2.8 MB | linux-64/r-dbscan-1.2.2-r43h93ab643_0.conda  6 months and 5 days ago 1306 main
conda 2.4 MB | linux-aarch64/r-dbscan-1.2_0-r44h9d76b47_0.conda  6 months and 23 days ago 105 main
conda 2.4 MB | linux-ppc64le/r-dbscan-1.2_0-r44h967b40c_0.conda  6 months and 23 days ago 88 main
conda 2.4 MB | linux-aarch64/r-dbscan-1.2_0-r43h9d76b47_0.conda  6 months and 23 days ago 93 main
conda 2.4 MB | linux-ppc64le/r-dbscan-1.2_0-r43h967b40c_0.conda  6 months and 23 days ago 98 main
conda 2.4 MB | win-64/r-dbscan-1.2_0-r43h8ae3a7c_0.conda  6 months and 23 days ago 270 main
conda 2.4 MB | osx-arm64/r-dbscan-1.2_0-r44h31118f2_0.conda  6 months and 23 days ago 247 main
conda 2.4 MB | win-64/r-dbscan-1.2_0-r44h8ae3a7c_0.conda  6 months and 23 days ago 264 main
conda 2.4 MB | osx-64/r-dbscan-1.2_0-r43h2711daa_0.conda  6 months and 23 days ago 185 main
conda 2.4 MB | osx-64/r-dbscan-1.2_0-r44h2711daa_0.conda  6 months and 23 days ago 148 main
conda 2.3 MB | osx-arm64/r-dbscan-1.2_0-r43h31118f2_0.conda  6 months and 23 days ago 276 main
conda 2.4 MB | linux-64/r-dbscan-1.2_0-r44h93ab643_0.conda  6 months and 23 days ago 652 main
conda 2.4 MB | linux-64/r-dbscan-1.2_0-r43h93ab643_0.conda  6 months and 23 days ago 663 main
conda 2.3 MB | win-64/r-dbscan-1.1_12-r43h8ae3a7c_1.conda  1 year and 30 days ago 491 main

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