[R-pkg-team] Bug#947796: ITP: r-cran-uwot -- Uniform Manifold Approximation and Projection (UMAP) Method
Steffen Moeller
moeller at debian.org
Mon Dec 30 21:38:05 GMT 2019
Package: wnpp
Severity: wishlist
Subject: ITP: r-cran-uwot -- Uniform Manifold Approximation and Projection (UMAP) Method
Package: wnpp
Owner: Steffen Moeller <moeller at debian.org>
Severity: wishlist
* Package name : r-cran-uwot
Version : 0.1.3
Upstream Author : James Melville <jlmelville at gmail.com>
* URL : https://cran.r-project.org/package=uwot
* License : GPL-3+
Programming Lang: GNU R
Description : Uniform Manifold Approximation and Projection (UMAP) Method
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.
Remark: This package is maintained by Debian R Packages Maintainers at
https://salsa.debian.org/r-pkg-team/r-cran-uwot
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