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[ Source: r-cran-uwot  ]

Package: r-cran-uwot (0.1.10-1)

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GNU R uniform manifold approximation and projection (UMAP)

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 (<>) for more documentation and examples.

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Download r-cran-uwot

Download for all available architectures
Architecture Package Size Installed Size Files
alpha (unofficial port) 349.3 kB843.0 kB [list of files]
amd64 351.0 kB770.0 kB [list of files]
arm64 335.3 kB738.0 kB [list of files]
armel 338.6 kB717.0 kB [list of files]
armhf 336.7 kB633.0 kB [list of files]
hppa (unofficial port) 359.4 kB845.0 kB [list of files]
i386 355.1 kB772.0 kB [list of files]
m68k (unofficial port) 346.5 kB738.0 kB [list of files]
mips64el 335.3 kB838.0 kB [list of files]
mipsel 339.5 kB808.0 kB [list of files]
ppc64 (unofficial port) 356.1 kB959.0 kB [list of files]
ppc64el 351.7 kB890.0 kB [list of files]
riscv64 (unofficial port) 347.8 kB707.0 kB [list of files]
s390x 341.5 kB782.0 kB [list of files]
sh4 (unofficial port) 369.3 kB758.0 kB [list of files]
sparc64 (unofficial port) 335.0 kB771.0 kB [list of files]
x32 (unofficial port) 348.5 kB729.0 kB [list of files]