home/categories/machine-learning/k-dense-ai-scientific-agent-skills-scientific-skills-umap-learn-skill-md
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.
maintainer
K-Dense-AI
更新於 3/3/2026
星標
18069
分支
1997
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.
安裝
$ install --globalskills.sh
使用
安裝後，您可以透過在終端機執行以下指令來使用此技能：
skills use umap-learn