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Uniform manifold approximation and projection is a technique for dimension reduction. The algorithm was described by McInnes and Healy (2018) in <arXiv:1802.03426>. This package provides an interface for two implementations. One is written from scratch, including components for nearest-neighbor search and for embedding. The second implementation is a wrapper for 'python' package 'umap-learn' (requires separate installation, see vignette for more details).

copied from cf-staging / r-umap
Type Size Name Uploaded Downloads Labels
conda 273.2 kB | win-64/r-umap-0.2.4.1-r36h796a38f_1.tar.bz2  5 years and 3 months ago 1038 main
conda 268.6 kB | win-64/r-umap-0.2.4.1-r40h796a38f_1.tar.bz2  5 years and 3 months ago 1041 main
conda 254.3 kB | osx-64/r-umap-0.2.4.1-r36hc5da6b9_1.tar.bz2  5 years and 3 months ago 327 main
conda 253.5 kB | osx-64/r-umap-0.2.4.1-r40hc5da6b9_1.tar.bz2  5 years and 3 months ago 334 main
conda 262.4 kB | linux-64/r-umap-0.2.4.1-r36h0357c0b_1.tar.bz2  5 years and 3 months ago 3435 main
conda 261.2 kB | linux-64/r-umap-0.2.4.1-r40h0357c0b_1.tar.bz2  5 years and 3 months ago 3439 main
conda 272.4 kB | win-64/r-umap-0.2.4.1-r36h796a38f_0.tar.bz2  5 years and 7 months ago 1148 main cf202003
conda 267.6 kB | win-64/r-umap-0.2.4.1-r35h796a38f_0.tar.bz2  5 years and 7 months ago 1124 main cf202003
conda 253.1 kB | osx-64/r-umap-0.2.4.1-r36hc5da6b9_0.tar.bz2  5 years and 7 months ago 378 main cf202003
conda 251.4 kB | osx-64/r-umap-0.2.4.1-r35hc5da6b9_0.tar.bz2  5 years and 7 months ago 873 main cf202003
conda 259.6 kB | linux-64/r-umap-0.2.4.1-r35h0357c0b_0.tar.bz2  5 years and 7 months ago 4729 main cf202003
conda 261.4 kB | linux-64/r-umap-0.2.4.1-r36h0357c0b_0.tar.bz2  5 years and 7 months ago 4141 main cf202003

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