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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-staging / r-uwot
Type Size Name Uploaded Downloads Labels
conda 647.8 kB | osx-arm64/r-uwot-0.1.15-r43he62749d_0.conda  1 year and 8 months ago 353 main
conda 666.1 kB | osx-64/r-uwot-0.1.15-r43hac7d2d5_0.conda  1 year and 8 months ago 272 main
conda 658.1 kB | linux-64/r-uwot-0.1.15-r42ha503ecb_0.conda  1 year and 8 months ago 1685 main
conda 658.7 kB | linux-64/r-uwot-0.1.15-r43ha503ecb_0.conda  1 year and 8 months ago 1470 main
conda 581.7 kB | win-64/r-uwot-0.1.14-r41ha856d6a_2.conda  1 year and 9 months ago 506 main
conda 737.3 kB | osx-arm64/r-uwot-0.1.14-r43he62749d_2.conda  1 year and 9 months ago 404 main
conda 734.7 kB | osx-arm64/r-uwot-0.1.14-r42he62749d_2.conda  1 year and 9 months ago 392 main
conda 642.3 kB | osx-64/r-uwot-0.1.14-r42hac7d2d5_2.conda  1 year and 9 months ago 16381 main
conda 642.5 kB | osx-64/r-uwot-0.1.14-r43hac7d2d5_2.conda  1 year and 9 months ago 326 main
conda 643.2 kB | linux-64/r-uwot-0.1.14-r43ha503ecb_2.conda  1 year and 9 months ago 1480 main
conda 646.9 kB | linux-64/r-uwot-0.1.14-r42ha503ecb_2.conda  1 year and 9 months ago 26556 main
conda 649.6 kB | win-64/r-uwot-0.1.14-r41ha856d6a_1.tar.bz2  2 years and 5 months ago 771 main
conda 755.7 kB | osx-64/r-uwot-0.1.14-r41h49197e3_1.tar.bz2  2 years and 5 months ago 1738 main
conda 840.3 kB | osx-arm64/r-uwot-0.1.14-r41h9a38a31_1.tar.bz2  2 years and 5 months ago 193 main
conda 753.8 kB | osx-64/r-uwot-0.1.14-r42h49197e3_1.tar.bz2  2 years and 5 months ago 27286 main
conda 841.8 kB | osx-arm64/r-uwot-0.1.14-r42h9a38a31_1.tar.bz2  2 years and 5 months ago 222 main
conda 708.3 kB | linux-64/r-uwot-0.1.14-r42h7525677_1.tar.bz2  2 years and 5 months ago 46584 main
conda 709.1 kB | linux-64/r-uwot-0.1.14-r41h7525677_1.tar.bz2  2 years and 5 months ago 11564 main
conda 676.5 kB | win-64/r-uwot-0.1.14-r41ha856d6a_0.tar.bz2  2 years and 6 months ago 636 main
conda 679.3 kB | win-64/r-uwot-0.1.14-r40ha856d6a_0.tar.bz2  2 years and 6 months ago 719 main
conda 844.3 kB | osx-arm64/r-uwot-0.1.14-r41h9a38a31_0.tar.bz2  2 years and 6 months ago 75 main
conda 844.7 kB | osx-arm64/r-uwot-0.1.14-r40h9a38a31_0.tar.bz2  2 years and 6 months ago 75 main
conda 755.2 kB | osx-64/r-uwot-0.1.14-r41h49197e3_0.tar.bz2  2 years and 6 months ago 373 main
conda 760.1 kB | osx-64/r-uwot-0.1.14-r40h49197e3_0.tar.bz2  2 years and 6 months ago 418 main
conda 719.8 kB | linux-64/r-uwot-0.1.14-r40h7525677_0.tar.bz2  2 years and 6 months ago 10124 main
conda 722.9 kB | linux-64/r-uwot-0.1.14-r41h7525677_0.tar.bz2  2 years and 6 months ago 4238 main
conda 685.4 kB | osx-arm64/r-uwot-0.1.11-r41h39468a4_0.tar.bz2  2 years and 8 months ago 79 main
conda 572.0 kB | osx-64/r-uwot-0.1.11-r40h8619c4b_0.tar.bz2  2 years and 8 months ago 112 main
conda 672.0 kB | osx-arm64/r-uwot-0.1.11-r40h39468a4_0.tar.bz2  2 years and 8 months ago 76 main
conda 587.3 kB | osx-64/r-uwot-0.1.11-r41h8619c4b_0.tar.bz2  2 years and 8 months ago 166 main
conda 570.2 kB | linux-64/r-uwot-0.1.11-r40h7525677_0.tar.bz2  2 years and 8 months ago 2767 main
conda 570.9 kB | linux-64/r-uwot-0.1.11-r41h7525677_0.tar.bz2  2 years and 8 months ago 3926 main
conda 549.7 kB | win-64/r-uwot-0.1.11-r40ha856d6a_0.tar.bz2  3 years and 3 months ago 761 main
conda 540.8 kB | win-64/r-uwot-0.1.11-r41ha856d6a_0.tar.bz2  3 years and 3 months ago 826 main
conda 539.3 kB | osx-64/r-uwot-0.1.11-r41h9951f98_0.tar.bz2  3 years and 3 months ago 397 main
conda 563.1 kB | osx-64/r-uwot-0.1.11-r40h9951f98_0.tar.bz2  3 years and 3 months ago 207 main
conda 608.0 kB | linux-64/r-uwot-0.1.11-r41h03ef668_0.tar.bz2  3 years and 3 months ago 6846 main
conda 607.3 kB | linux-64/r-uwot-0.1.11-r40h03ef668_0.tar.bz2  3 years and 3 months ago 5165 main
conda 411.4 kB | win-64/r-uwot-0.1.10-r41ha856d6a_0.tar.bz2  3 years and 9 months ago 836 main
conda 402.6 kB | osx-64/r-uwot-0.1.10-r41h9951f98_0.tar.bz2  3 years and 9 months ago 427 main
conda 402.6 kB | osx-64/r-uwot-0.1.10-r40h9951f98_0.tar.bz2  3 years and 9 months ago 255 main
conda 430.3 kB | linux-64/r-uwot-0.1.10-r41h03ef668_0.tar.bz2  3 years and 9 months ago 4300 main
conda 402.7 kB | osx-64/r-uwot-0.1.10-r36h815b84a_0.tar.bz2  4 years and 3 months ago 650 main
conda 426.3 kB | win-64/r-uwot-0.1.10-r36ha856d6a_0.tar.bz2  4 years and 3 months ago 1059 main
conda 425.6 kB | win-64/r-uwot-0.1.10-r40ha856d6a_0.tar.bz2  4 years and 3 months ago 975 main
conda 402.3 kB | osx-64/r-uwot-0.1.10-r40h815b84a_0.tar.bz2  4 years and 3 months ago 416 main
conda 429.9 kB | linux-64/r-uwot-0.1.10-r40h03ef668_0.tar.bz2  4 years and 3 months ago 5157 main
conda 430.3 kB | linux-64/r-uwot-0.1.10-r36h03ef668_0.tar.bz2  4 years and 3 months ago 7358 main
conda 423.2 kB | win-64/r-uwot-0.1.9-r36ha856d6a_0.tar.bz2  4 years and 4 months ago 951 main
conda 422.5 kB | win-64/r-uwot-0.1.9-r40ha856d6a_0.tar.bz2  4 years and 4 months ago 927 main

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