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Uniform manifold approximation and projection is a technique for dimension reduction. The algorithm was described by McInnes and Healy (2018) in <arXiv:1802.03426>. This package provides an interface for two implementations. One is written from scratch, including components for nearest-neighbor search and for embedding. The second implementation is a wrapper for 'python' package 'umap-learn' (requires separate installation, see vignette for more details).

copied from cf-staging / r-umap

Installers

Info: This package contains files in non-standard labels.
  • linux-64 v0.2.10.0
  • osx-64 v0.2.10.0
  • osx-arm64 v0.2.10.0
  • win-64 v0.2.10.0

conda install

To install this package run one of the following:
conda install conda-forge::r-umap
conda install conda-forge/label/cf201901::r-umap
conda install conda-forge/label/cf202003::r-umap
conda install conda-forge/label/gcc7::r-umap

Description


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