ClaudSkills / Science & Research / ml-research

Torch Geometric Graph Neural Networks

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: ml-research
PyTorch Geometric (PyG) for graph neural networks: node/graph classification, link prediction with GCN, GAT, GraphSAGE, GIN. Message passing, mini-batches, heterogeneous graphs, neighbor sampling, explainability. Supports molecules (QM9, MoleculeNet), social/knowledge graphs, 3D point clouds. For non-graph DL use PyTorch; for classical graph algorithms use NetworkX.

What this skill does

Torch Geometric Graph Neural Networks is a production-ready Claude Code skill (quality score 70/100) in the ml-research sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/torch-geometric-graph-neural-networks/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Torch Geometric Graph Neural Networks skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/torch-geometric-graph-neural-networks
curl -L https://claudskills.com/skills/torch-geometric-graph-neural-networks/SKILL.md \
  -o ~/.claude/skills/torch-geometric-graph-neural-networks/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/torch-geometric-graph-neural-networks/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/torch-geometric-graph-neural-networks/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\torch-geometric-graph-neural-networks\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt