uwot (0.1.5)

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The Uniform Manifold Approximation and Projection (UMAP) Method for Dimensionality Reduction.


An implementation of the Uniform Manifold Approximation and Projection dimensionality reduction by McInnes et al. (2018) . 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) 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.

Maintainer: James Melville
Author(s): James Melville [aut, cre], Aaron Lun [ctb], Mohamed Nadhir Djekidel [ctb]

License: GPL-3

Uses: FNN, irlba, Matrix, Rcpp, RcppAnnoy, RcppParallel, RSpectra, testthat, covr
Reverse suggests: dyndimred, EmbedSOM

Released about 1 month ago.

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