skills.homes logoskills.homescapability registry
home/categories/machine-learning/wu-yc-labclaw-skills-bio-umap-learn-skill-md
cd ..
machine-learningdata-ai

umap-learn

UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.

Voir le code sourcemachine-learning
wu-yc
maintainer
wu-yc
Mis à jour 3/6/2026
Étoiles
950
Forks
140
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