umap-learn
6,883
BSD-3-Clause license
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.
CLI Install
Recommended
Use the skills CLI to install this skill with one command. Auto-detects all installed AI assistants.
Method 1 - skills CLI
npx skills i K-Dense-AI/claude-scientific-skills/scientific-skills/umap-learnMethod 2 - openskills (supports sync & update)
npx openskills install K-Dense-AI/claude-scientific-skillsAuto-detects Claude Code, Cursor, Codex CLI, Gemini CLI, and more. One install, works everywhere.
Installation Path
Download and extract to one of the following locations:
~/.claude/skills/umap-learn/
SKILL.md
references
Skill Instructions
Run with Cloud Agent
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Claude Sonnet 4.5$0.20/task
Best for coding tasks
Environment setup included