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umap-learn

  • Description

    (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction

  • Usage

    To list all executables provided by umap-learn, run: $ biogrids-list umap-learn Copy to clipboard

  • Usage Notes

    BioGrids umap-learn as a standalone python installation provides python.umap as the only executable.

  • Installation

    Use the following command to install this title with the CLI client: $ biogrids-cli install umap-learn Copy to clipboard Available operating systems: Linux 64

  • Primary Citation*

    T. Sainburg, L. McInnes, and T. Q. Gentner. 2021. Parametric UMAP Embeddings for Representation and Semisupervised Learning. Neural computation. 33(11): 2881-2907.


    • *Full citation information available through

  • Keywords

    Visualization

  • Default Versions

    Linux 64:  0.5.3 (561.3 MB)

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