statistics
UMAP
also: uniform manifold approximation and projectionNonlinear dimensionality reduction based on the neighborhood structure of the data.
UMAP
Réduction de dimension non linéaire fondée sur la structure de voisinage des données.
Comme pour t-SNE un groupe bien séparé à l'écran n'est pas pour autant un groupe dans les données.
Classification
- statistics
Attestation
- French term: French Wikipedia
- English definition: Open Visualization Academy, courses and newsletter (Cairo et al.)
Sources (8)
286 occurrences in the corpus
- Cook & Laa, Interactively Exploring High-Dimensional Data and Models in R, Chapman & Hall/CRC, 2026
- French Wikipedia
- Magrit user manual, French version (UAR RIATE, CNRS)
- Open Visualization Academy, courses and newsletter (Cairo et al.)
- Progressive Data Analysis: Roadmap and Research Agenda
- Stop Misusing t-SNE and UMAP for Visual Analytics
- UMATO: Bridging Local and Global Structures for Reliable Visual Analytics With Dimensio...
- Wikipedia in English↗ fr
Cite this entry
Stable addresshttps://dataviz.adrientaudiere.com/en/term/umap.html
ReferenceTaudière Adrien. 2026. UMAP. In Visualization Vocabulary, version 1.0.0. IdEst. https://dataviz.adrientaudiere.com/en/term/umap.html
BibTeX
@incollection{taudiere2026-umap,
author = {Taudière, Adrien},
title = {UMAP},
booktitle = {Visualization Vocabulary},
year = {2026},
version = {1.0.0},
publisher = {IdEst},
url = {https://dataviz.adrientaudiere.com/en/term/umap.html},
note = {CC0 1.0}
}Page created on 2026-10-13. Text last changed on 2026-10-13. Numbers computed on 2026-10-22.