gnn-visualization

What problem does it solve?

GNN visualization module helps researchers and engineers understand complex models by producing clear visual representations such as graphs, matrices, and state-space diagrams from model specifications.

Core Features & Use Cases

• Graph Visualizations: generate network graphs showing state-observation-action relationships.
• Matrix Visualizations: produce heatmaps and 3D tensors for parameter matrices.
• Ontology Integration: map model elements to Active Inference ontology terms for interpretability.
• Use Case: rapidly explore a GNN description to validate structure before experimentation.

Quick Start

Process a GNN Markdown file from input/gnn_files to generate visualizations in the pipeline output directory.