home/categories/data-analysis/davila7-claude-code-templates-cli-tool-components-skills-scientific-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
davila7
Atualizado 1/20/2026
Estrelas
17577
Forks
1576
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.
Instalação
$ install --globalskills.sh
Uso
Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:
skills use umap-learn