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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 1.2 MB | win-64/r-dbscan-1.1_5-r36h796a38f_0.tar.bz2  5 years and 3 months ago 1209 main cf202003
conda 1.2 MB | win-64/r-dbscan-1.1_5-r35h796a38f_0.tar.bz2  5 years and 3 months ago 1194 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r35hc5da6b9_0.tar.bz2  5 years and 3 months ago 393 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r36hc5da6b9_0.tar.bz2  5 years and 3 months ago 341 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r36h0357c0b_0.tar.bz2  5 years and 3 months ago 3548 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r35h0357c0b_0.tar.bz2  5 years and 3 months ago 3566 main cf202003
conda 1.2 MB | win-64/r-dbscan-1.1_4-r35h796a38f_0.tar.bz2  5 years and 7 months ago 1357 main cf202003
conda 1.2 MB | win-64/r-dbscan-1.1_4-r36h796a38f_0.tar.bz2  5 years and 7 months ago 1360 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_4-r36hf99fc2c_0.tar.bz2  5 years and 7 months ago 368 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_4-r35hf99fc2c_0.tar.bz2  5 years and 7 months ago 377 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_4-r35h0357c0b_0.tar.bz2  5 years and 7 months ago 3861 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_4-r36h0357c0b_0.tar.bz2  5 years and 7 months ago 3834 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r36h796a38f_1.tar.bz2  5 years and 9 months ago 1381 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r35h796a38f_1.tar.bz2  5 years and 9 months ago 1388 main cf202003
conda 2.0 MB | osx-64/r-dbscan-1.1_3-r36hf99fc2c_1.tar.bz2  5 years and 9 months ago 372 main cf202003
conda 2.1 MB | osx-64/r-dbscan-1.1_3-r35hf99fc2c_1.tar.bz2  5 years and 9 months ago 371 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r36h0357c0b_1.tar.bz2  5 years and 9 months ago 4001 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r35h0357c0b_1.tar.bz2  5 years and 9 months ago 3933 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r35h6115d3f_0.tar.bz2  5 years and 10 months ago 1465 main cf202003
conda 2.1 MB | osx-64/r-dbscan-1.1_3-r35hf99fc2c_0.tar.bz2  5 years and 10 months ago 366 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r35h0357c0b_0.tar.bz2  5 years and 10 months ago 4096 main cf202003

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