Applies UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, AlignedUMAP, and Parametric UMAP workflows.
安装
npx skills add K-Dense-AI/scientific-agent-skills --skill umap-learnnpx skills add K-Dense-AI/scientific-agent-skills --skill umap-learn -a claude-code -gnpx skills add K-Dense-AI/scientific-agent-skills --skill umap-learn -a codex -ggemini skills install https://github.com/K-Dense-AI/scientific-agent-skills.git --path skills/umap-learngh skill install K-Dense-AI/scientific-agent-skills umap-learngit clone --depth 1 https://github.com/K-Dense-AI/scientific-agent-skills /tmp/K-Dense-AI__scientific-agent-skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/K-Dense-AI__scientific-agent-skills/skills/umap-learn ~/.claude/skills/umap-learn # Claude Code
cp -R /tmp/K-Dense-AI__scientific-agent-skills/skills/umap-learn ~/.agents/skills/umap-learn # Codex, Cursor, Gemini CLI, Copilot, OpenCode