Hands-on Tutorials, Machine Learning

UMAP Dimensionality Reduction — An Incredibly Robust Machine Learning Algorithm

How does Uniform Manifold Approximation and Projection (UMAP) work, and how to use it in Python

Saul Dobilas
14 min readOct 25, 2021

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Uniform Manifold Approximation and Projection (UMAP). Image by author.

Intro

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