umap-learn
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.
Also installable via skills CLI
npx skills add K-Dense-AI/scientific-agent-skills/scientific-skills/umap-learn
Source
Path:
scientific-skills/umap-learn/SKILL.md(main)