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uwot (version 0.1.2)
The Uniform Manifold Approximation and Projection (UMAP) Method
for Dimensionality Reduction
Description
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.