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An implementation of the Uniform Manifold Approximation and Projection dimensionality reduction by McInnes et al. (2018) <arXiv:1802.03426>. It also provides means to transform new data and to carry out supervised dimensionality reduction. An implementation of the related LargeVis method of Tang et al. (2016) <arXiv:1602.00370> is also provided. This is a complete re-implementation in R (and C++, via the 'Rcpp' package): no Python installation is required. See the uwot website (<https://github.com/jlmelville/uwot>) for more documentation and examples.

copied from cf-post-staging / r-uwot
Type Size Name Uploaded Downloads Labels
conda 685.4 kB | osx-arm64/r-uwot-0.1.11-r41h39468a4_0.tar.bz2  3 years and 11 months ago 108 main
conda 572.0 kB | osx-64/r-uwot-0.1.11-r40h8619c4b_0.tar.bz2  3 years and 11 months ago 138 main
conda 672.0 kB | osx-arm64/r-uwot-0.1.11-r40h39468a4_0.tar.bz2  3 years and 11 months ago 103 main
conda 587.3 kB | osx-64/r-uwot-0.1.11-r41h8619c4b_0.tar.bz2  3 years and 11 months ago 192 main
conda 570.2 kB | linux-64/r-uwot-0.1.11-r40h7525677_0.tar.bz2  3 years and 11 months ago 3725 main
conda 570.9 kB | linux-64/r-uwot-0.1.11-r41h7525677_0.tar.bz2  3 years and 11 months ago 4949 main
conda 549.7 kB | win-64/r-uwot-0.1.11-r40ha856d6a_0.tar.bz2  4 years and 6 months ago 797 main
conda 540.8 kB | win-64/r-uwot-0.1.11-r41ha856d6a_0.tar.bz2  4 years and 6 months ago 864 main
conda 539.3 kB | osx-64/r-uwot-0.1.11-r41h9951f98_0.tar.bz2  4 years and 6 months ago 421 main
conda 563.1 kB | osx-64/r-uwot-0.1.11-r40h9951f98_0.tar.bz2  4 years and 6 months ago 232 main
conda 608.0 kB | linux-64/r-uwot-0.1.11-r41h03ef668_0.tar.bz2  4 years and 6 months ago 7977 main
conda 607.3 kB | linux-64/r-uwot-0.1.11-r40h03ef668_0.tar.bz2  4 years and 6 months ago 6204 main
conda 411.4 kB | win-64/r-uwot-0.1.10-r41ha856d6a_0.tar.bz2  5 years and 1 month ago 870 main
conda 402.6 kB | osx-64/r-uwot-0.1.10-r41h9951f98_0.tar.bz2  5 years and 1 month ago 452 main
conda 402.6 kB | osx-64/r-uwot-0.1.10-r40h9951f98_0.tar.bz2  5 years and 1 month ago 282 main
conda 430.3 kB | linux-64/r-uwot-0.1.10-r41h03ef668_0.tar.bz2  5 years and 1 month ago 5290 main
conda 402.7 kB | osx-64/r-uwot-0.1.10-r36h815b84a_0.tar.bz2  5 years and 6 months ago 698 main
conda 426.3 kB | win-64/r-uwot-0.1.10-r36ha856d6a_0.tar.bz2  5 years and 6 months ago 1148 main
conda 425.6 kB | win-64/r-uwot-0.1.10-r40ha856d6a_0.tar.bz2  5 years and 6 months ago 1013 main
conda 402.3 kB | osx-64/r-uwot-0.1.10-r40h815b84a_0.tar.bz2  5 years and 6 months ago 444 main
conda 429.9 kB | linux-64/r-uwot-0.1.10-r40h03ef668_0.tar.bz2  5 years and 6 months ago 6188 main
conda 430.3 kB | linux-64/r-uwot-0.1.10-r36h03ef668_0.tar.bz2  5 years and 6 months ago 8968 main
conda 423.2 kB | win-64/r-uwot-0.1.9-r36ha856d6a_0.tar.bz2  5 years and 7 months ago 989 main
conda 422.5 kB | win-64/r-uwot-0.1.9-r40ha856d6a_0.tar.bz2  5 years and 7 months ago 965 main
conda 399.4 kB | osx-64/r-uwot-0.1.9-r40h1019320_0.tar.bz2  5 years and 7 months ago 304 main

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