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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 2.0 MB | win-64/r-dbscan-1.1_3-r36h796a38f_1.tar.bz2  6 years and 1 month ago 1389 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r35h796a38f_1.tar.bz2  6 years and 1 month ago 1397 main cf202003
conda 2.0 MB | osx-64/r-dbscan-1.1_3-r36hf99fc2c_1.tar.bz2  6 years and 1 month ago 379 main cf202003
conda 2.1 MB | osx-64/r-dbscan-1.1_3-r35hf99fc2c_1.tar.bz2  6 years and 1 month ago 376 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r36h0357c0b_1.tar.bz2  6 years and 1 month ago 4272 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r35h0357c0b_1.tar.bz2  6 years and 1 month ago 4186 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r35h6115d3f_0.tar.bz2  6 years and 2 months ago 1474 main cf202003
conda 2.1 MB | osx-64/r-dbscan-1.1_3-r35hf99fc2c_0.tar.bz2  6 years and 2 months ago 373 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r35h0357c0b_0.tar.bz2  6 years and 2 months ago 4366 main cf202003

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