Agens umap_learn

skill_id: umap_learn name: umap-learn description: UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data. version: 1.0.0 author: K-Dense Inc. license: BSD-3-Clause license tags:

• scientific-agent-skills
• umap-learn tools: [] permissions: network: false filesystem: false shell: false agents:
• executor_agent enabled: true source: scientific-agent-skills entrypoint: entry.py readme: README.md input_schema: {} output_schema: type: object metadata: upstream_repo: K-Dense-AI/scientific-agent-skills upstream_skill: umap-learn upstream_path: scientific-skills/umap-learn/SKILL.md upstream_frontmatter: name: umap-learn description: UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data. license: BSD-3-Clause license metadata: skill-author: K-Dense Inc.