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fix line breaks in vignette
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tkonopka committed Feb 1, 2023
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Uniform Manifold Approximation and Projection (UMAP) is an algorithm for
dimensional reduction. Its details are described by [McInnes, Healy, and
Melville](https://arxiv.org/abs/1802.03426) and its official implementation
is available through a python package [umap-learn](https://github.
com/lmcinnes/umap). The R package `umap` described in this vignette is a
separate work that provides two implementations for using UMAP within the R
environment. One implementation is written from-scratch and another links to
the official umap-learn. (Another R package,
[uwot](https://CRAN.R-project.org/package=uwot), provides a separate
implementation with a slightly different interface).
is available through a python package
[umap-learn](https://github.com/lmcinnes/umap). The R package `umap`
described in this vignette is a separate work that provides two
implementations for using UMAP within the R environment. One implementation
is written from-scratch and another links to the official umap-learn.
(Another R package, [uwot](https://CRAN.R-project.org/package=uwot),
provides a separate implementation with a slightly different interface).

The vignette covers basic usage, tuning, stability and reproducibility, and
discusses toggling between different implementations. Throughout, the
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