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umap
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umap

Uniform Manifold Approximation and Projection

by lmcinnes · GitHub
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dimensionality-reductionmachine-learningtopological-data-analysisBSD-3-ClausePython
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Reduce complex data into simpler forms for easier analysis and visualization.

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8.23k8.22k
2026-07-042026-08-31
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📄 About

Uniform Manifold Approximation and Projection

umap has 8.2k stars on GitHub. It has been forked 864 times. umap is written mainly in Python. It has been in active development since 2017. umap is available under the BSD-3-Clause license. Its main topics are dimensionality-reduction, machine-learning, topological-data-analysis, umap.

Frequently asked questions

What is umap?

Uniform Manifold Approximation and Projection

Is umap open source?

umap is an open-source project. It is released under the BSD-3-Clause license.

Is umap free?

Yes. umap is free and open source — you can use, modify and self-host it.

What license does umap use?

umap is available under the BSD-3-Clause license.

What language is umap written in?

umap is written mainly in Python.

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