home/categories/data-analysis/davila7-claude-code-templates-cli-tool-components-skills-scientific-umap-learn-skill-md

data-analysisdata-ai

umap-learn

Name: umap-learn
Author: davila7

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

سورس دیکھیں data-analysis

maintainer

davila7

اپ ڈیٹ ہوا 1/20/2026

اسٹارز

17577

فورکس

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.

انسٹالیشن

$ install --globalskills.sh

استعمال

انسٹال کرنے کے بعد، آپ یہ اسکل ٹرمینل میں درج ذیل کمانڈ چلا کر استعمال کر سکتے ہیں:

skills use umap-learn