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Seeing data as t-SNE and UMAP do

Vivien Marx

2024Nature Methods60 citationsDOIOpen Access PDF

Abstract

Dimension reduction helps to visualize high-dimensional datasets. These tools should be used thoughtfully and with tuned parameters. Sometimes, these methods take a second thought.

Topics & Concepts

Computer scienceComputational biologyBiologyAdvanced Data Compression TechniquesAdvanced Wireless Communication TechniquesError Correcting Code Techniques
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