home/categories/data-analysis/k-dense-ai-claude-scientific-skills-scientific-skills-umap-learn-skill-md
data-analysisdata-ai
umap-learn
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.
maintainer
K-Dense-AI
Mis à jour 1/16/2026
Étoiles
6603
Forks
786
quick start
Installation and usage
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.
Installation
$ install --globalskills.sh
Utilisation
Après l'installation, vous pouvez utiliser ce skill en exécutant la commande suivante dans votre terminal :
skills use umap-learn