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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 168.3 kB | win-64/r-umap-0.2.10.0-r44h8ae3a7c_2.conda  7 months and 6 days ago 302 main
conda 167.5 kB | win-64/r-umap-0.2.10.0-r43h8ae3a7c_2.conda  7 months and 6 days ago 286 main
conda 164.8 kB | osx-arm64/r-umap-0.2.10.0-r43hd76f289_2.conda  7 months and 6 days ago 222 main
conda 165.4 kB | osx-arm64/r-umap-0.2.10.0-r44hd76f289_2.conda  7 months and 6 days ago 225 main
conda 163.0 kB | osx-64/r-umap-0.2.10.0-r43h25d921d_2.conda  7 months and 6 days ago 296 main
conda 164.4 kB | osx-64/r-umap-0.2.10.0-r44h25d921d_2.conda  7 months and 6 days ago 288 main
conda 174.2 kB | linux-64/r-umap-0.2.10.0-r44h0d4f4ea_2.conda  7 months and 6 days ago 1145 main
conda 173.3 kB | linux-64/r-umap-0.2.10.0-r43h0d4f4ea_2.conda  7 months and 6 days ago 1744 main
conda 165.4 kB | osx-arm64/r-umap-0.2.10.0-r43he62749d_1.conda  1 year and 5 months ago 235 main
conda 165.4 kB | osx-arm64/r-umap-0.2.10.0-r42he62749d_1.conda  1 year and 5 months ago 230 main
conda 165.7 kB | osx-64/r-umap-0.2.10.0-r42hac7d2d5_1.conda  1 year and 8 months ago 332 main
conda 171.0 kB | win-64/r-umap-0.2.10.0-r41ha856d6a_1.conda  1 year and 8 months ago 578 main
conda 164.8 kB | osx-64/r-umap-0.2.10.0-r43hac7d2d5_1.conda  1 year and 8 months ago 380 main
conda 171.1 kB | linux-64/r-umap-0.2.10.0-r42ha503ecb_1.conda  1 year and 8 months ago 1867 main
conda 170.1 kB | linux-64/r-umap-0.2.10.0-r43ha503ecb_1.conda  1 year and 8 months ago 2488 main
conda 170.8 kB | win-64/r-umap-0.2.10.0-r41ha856d6a_0.conda  2 years and 1 month ago 644 main
conda 164.9 kB | osx-64/r-umap-0.2.10.0-r42h49197e3_0.conda  2 years and 1 month ago 321 main
conda 165.2 kB | osx-64/r-umap-0.2.10.0-r41h49197e3_0.conda  2 years and 1 month ago 363 main
conda 170.2 kB | linux-64/r-umap-0.2.10.0-r42h38f115c_0.conda  2 years and 1 month ago 1996 main
conda 170.4 kB | linux-64/r-umap-0.2.10.0-r41h38f115c_0.conda  2 years and 1 month ago 2353 main

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