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gnn-advanced-viz

Generate D2 diagrams, dashboards, and interactive plots for GNN models.

30|3|Updated Apr 2, 2023
Search Tags:#dashboard#interactive#visualization#pipeline#gnn#d2-diagrams
One-click install
npx skills add https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation --skill gnn-advanced-viz
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gnn-advanced-viz
Source: https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation/tree/main/src/advanced_visualization
Command: npx skills add https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation --skill gnn-advanced-viz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

GNN advanced visualization helps researchers and engineers quickly understand complex generative models by automating the production of D2 diagrams, dashboards, interactive network visualizations, and related visual artifacts.

Core Features & Use Cases

  • D2 diagrams: Generate state-space, generative model, and conceptual diagrams for Active Inference models.
  • Dashboards & interactive plots: Create multi-panel dashboards and interactive charts for model diagnostics.
  • Data extraction & timelines: Extract structured data from GNN specifications and generate timeline and heatmap visualizations for model evolution.
  • Use Case: A research team wants to compare multiple GNN configurations by visualizing matrices, transitions, and policies in a single report.

Quick Start

Run the advanced visualization pipeline for your GNN model content to generate D2 diagrams, dashboards, and interactive visualizations.

Frequently Asked Questions about gnn-advanced-viz

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate interactive plots and dashboards for GNN models?▼

Yes, you can create D2 diagrams for Active Inference models. The pipeline generates state-space, generative model, and conceptual diagrams automatically from your GNN specifications to help visualize complex model structures.

Can I create D2 diagrams for Active Inference models?▼

Yes, you can create D2 diagrams for Active Inference models. The pipeline generates state-space, generative model, and conceptual diagrams automatically from your GNN specifications to help visualize complex model structures.

What is the best way to visualize GNN matrices and policy transitions together?▼

Yes, the pipeline generates timeline and heatmap visualizations for model evolution. It extracts structured data from your GNN specifications to map transitions and policy changes over time for diagnostic analysis.

Does this visualization pipeline support timeline and heatmap generation for model evolution?▼

Yes, the pipeline generates timeline and heatmap visualizations for model evolution. It extracts structured data from your GNN specifications to map transitions and policy changes over time for diagnostic analysis.

Do I need specific dependencies installed to generate 3D visualizations for GNNs?▼

You do not need mandatory dependencies to generate 3D visualizations for GNNs. The pipeline includes robust fallbacks and optional dependencies, allowing you to create 3D visuals without strict environment prerequisites.

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