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.