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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 719.8 kB | linux-64/r-uwot-0.1.14-r40h7525677_0.tar.bz2  2 years and 3 months ago 9466 main
conda 722.9 kB | linux-64/r-uwot-0.1.14-r41h7525677_0.tar.bz2  2 years and 3 months ago 3981 main
conda 685.4 kB | osx-arm64/r-uwot-0.1.11-r41h39468a4_0.tar.bz2  2 years and 5 months ago 76 main
conda 572.0 kB | osx-64/r-uwot-0.1.11-r40h8619c4b_0.tar.bz2  2 years and 5 months ago 112 main
conda 672.0 kB | osx-arm64/r-uwot-0.1.11-r40h39468a4_0.tar.bz2  2 years and 5 months ago 73 main
conda 587.3 kB | osx-64/r-uwot-0.1.11-r41h8619c4b_0.tar.bz2  2 years and 5 months ago 165 main
conda 570.2 kB | linux-64/r-uwot-0.1.11-r40h7525677_0.tar.bz2  2 years and 5 months ago 2512 main
conda 570.9 kB | linux-64/r-uwot-0.1.11-r41h7525677_0.tar.bz2  2 years and 5 months ago 3666 main
conda 549.7 kB | win-64/r-uwot-0.1.11-r40ha856d6a_0.tar.bz2  3 years and 11 days ago 757 main
conda 540.8 kB | win-64/r-uwot-0.1.11-r41ha856d6a_0.tar.bz2  3 years and 11 days ago 822 main
conda 539.3 kB | osx-64/r-uwot-0.1.11-r41h9951f98_0.tar.bz2  3 years and 11 days ago 397 main
conda 563.1 kB | osx-64/r-uwot-0.1.11-r40h9951f98_0.tar.bz2  3 years and 11 days ago 207 main
conda 608.0 kB | linux-64/r-uwot-0.1.11-r41h03ef668_0.tar.bz2  3 years and 11 days ago 6588 main
conda 607.3 kB | linux-64/r-uwot-0.1.11-r40h03ef668_0.tar.bz2  3 years and 11 days ago 4877 main
conda 411.4 kB | win-64/r-uwot-0.1.10-r41ha856d6a_0.tar.bz2  3 years and 6 months ago 832 main
conda 402.6 kB | osx-64/r-uwot-0.1.10-r41h9951f98_0.tar.bz2  3 years and 6 months ago 427 main
conda 402.6 kB | osx-64/r-uwot-0.1.10-r40h9951f98_0.tar.bz2  3 years and 6 months ago 254 main
conda 430.3 kB | linux-64/r-uwot-0.1.10-r41h03ef668_0.tar.bz2  3 years and 6 months ago 4043 main
conda 402.7 kB | osx-64/r-uwot-0.1.10-r36h815b84a_0.tar.bz2  3 years and 11 months ago 649 main
conda 426.3 kB | win-64/r-uwot-0.1.10-r36ha856d6a_0.tar.bz2  3 years and 11 months ago 1044 main
conda 425.6 kB | win-64/r-uwot-0.1.10-r40ha856d6a_0.tar.bz2  3 years and 11 months ago 971 main
conda 402.3 kB | osx-64/r-uwot-0.1.10-r40h815b84a_0.tar.bz2  3 years and 11 months ago 416 main
conda 429.9 kB | linux-64/r-uwot-0.1.10-r40h03ef668_0.tar.bz2  3 years and 11 months ago 4884 main
conda 430.3 kB | linux-64/r-uwot-0.1.10-r36h03ef668_0.tar.bz2  3 years and 11 months ago 6777 main
conda 423.2 kB | win-64/r-uwot-0.1.9-r36ha856d6a_0.tar.bz2  4 years and 28 days ago 946 main
conda 422.5 kB | win-64/r-uwot-0.1.9-r40ha856d6a_0.tar.bz2  4 years and 28 days ago 922 main
conda 399.4 kB | osx-64/r-uwot-0.1.9-r40h1019320_0.tar.bz2  4 years and 28 days ago 277 main
conda 399.9 kB | osx-64/r-uwot-0.1.9-r36h1019320_0.tar.bz2  4 years and 28 days ago 284 main
conda 410.6 kB | linux-64/r-uwot-0.1.9-r36he524a50_0.tar.bz2  4 years and 28 days ago 2744 main
conda 409.9 kB | linux-64/r-uwot-0.1.9-r40he524a50_0.tar.bz2  4 years and 28 days ago 2674 main
conda 436.2 kB | win-64/r-uwot-0.1.8-r36h796a38f_1.tar.bz2  4 years and 7 months ago 1065 main
conda 519.4 kB | win-64/r-uwot-0.1.8-r40h796a38f_1.tar.bz2  4 years and 7 months ago 1060 main
conda 419.5 kB | osx-64/r-uwot-0.1.8-r36hc5da6b9_1.tar.bz2  4 years and 7 months ago 586 main
conda 499.3 kB | osx-64/r-uwot-0.1.8-r40hc5da6b9_1.tar.bz2  4 years and 7 months ago 446 main
conda 515.6 kB | linux-64/r-uwot-0.1.8-r40h0357c0b_1.tar.bz2  4 years and 7 months ago 3414 main
conda 431.7 kB | linux-64/r-uwot-0.1.8-r36h0357c0b_1.tar.bz2  4 years and 7 months ago 3900 main
conda 436.3 kB | win-64/r-uwot-0.1.8-r36h796a38f_0.tar.bz2  4 years and 8 months ago 1075 main cf202003
conda 448.0 kB | win-64/r-uwot-0.1.8-r35h796a38f_0.tar.bz2  4 years and 8 months ago 1066 main cf202003
conda 430.1 kB | osx-64/r-uwot-0.1.8-r35hc5da6b9_0.tar.bz2  4 years and 8 months ago 378 main cf202003
conda 418.1 kB | osx-64/r-uwot-0.1.8-r36hc5da6b9_0.tar.bz2  4 years and 8 months ago 388 main cf202003
conda 432.5 kB | linux-64/r-uwot-0.1.8-r36h0357c0b_0.tar.bz2  4 years and 8 months ago 3289 main cf202003
conda 443.6 kB | linux-64/r-uwot-0.1.8-r35h0357c0b_0.tar.bz2  4 years and 8 months ago 3277 main cf202003
conda 386.9 kB | win-64/r-uwot-0.1.5-r36h796a38f_0.tar.bz2  5 years and 9 days ago 1201 main cf202003
conda 398.2 kB | win-64/r-uwot-0.1.5-r35h796a38f_0.tar.bz2  5 years and 9 days ago 1171 main cf202003
conda 384.0 kB | osx-64/r-uwot-0.1.5-r36hc5da6b9_0.tar.bz2  5 years and 9 days ago 427 main cf202003
conda 395.3 kB | osx-64/r-uwot-0.1.5-r35hc5da6b9_0.tar.bz2  5 years and 9 days ago 360 main cf202003
conda 406.1 kB | linux-64/r-uwot-0.1.5-r35h0357c0b_0.tar.bz2  5 years and 9 days ago 3243 main cf202003
conda 394.8 kB | linux-64/r-uwot-0.1.5-r36h0357c0b_0.tar.bz2  5 years and 9 days ago 3588 main cf202003
conda 383.1 kB | win-64/r-uwot-0.1.4-r36h796a38f_0.tar.bz2  5 years and 2 months ago 1336 main cf202003
conda 394.5 kB | win-64/r-uwot-0.1.4-r35h796a38f_0.tar.bz2  5 years and 2 months ago 1275 main cf202003

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