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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 2.3 MB | linux-ppc64le/r-dbscan-1.1_11-r42hd301276_1.conda  2 years and 2 days ago 268 main
conda 2.3 MB | linux-ppc64le/r-dbscan-1.1_11-r43hd301276_1.conda  2 years and 2 days ago 241 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_11-r42ha6e910b_1.conda  2 years and 2 days ago 205 main
conda 2.3 MB | linux-aarch64/r-dbscan-1.1_11-r43ha6e910b_1.conda  2 years and 2 days ago 226 main
conda 2.3 MB | win-64/r-dbscan-1.1_11-r41ha856d6a_1.conda  2 years and 2 months ago 752 main
conda 2.3 MB | osx-64/r-dbscan-1.1_11-r42hac7d2d5_1.conda  2 years and 2 months ago 452 main
conda 2.3 MB | osx-64/r-dbscan-1.1_11-r43hac7d2d5_1.conda  2 years and 2 months ago 440 main
conda 2.3 MB | linux-64/r-dbscan-1.1_11-r43ha503ecb_1.conda  2 years and 2 months ago 3960 main
conda 2.3 MB | linux-64/r-dbscan-1.1_11-r42ha503ecb_1.conda  2 years and 2 months ago 2465 main
conda 2.5 MB | win-64/r-dbscan-1.1_11-r41ha856d6a_0.tar.bz2  2 years and 10 months ago 575 main
conda 2.4 MB | osx-64/r-dbscan-1.1_11-r42h49197e3_0.tar.bz2  2 years and 10 months ago 102 main
conda 2.4 MB | osx-64/r-dbscan-1.1_11-r41h49197e3_0.tar.bz2  2 years and 10 months ago 98 main
conda 2.5 MB | linux-64/r-dbscan-1.1_11-r42h7525677_0.tar.bz2  2 years and 10 months ago 2840 main
conda 2.5 MB | linux-64/r-dbscan-1.1_11-r41h7525677_0.tar.bz2  2 years and 10 months ago 2408 main

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