gnn-gui-builder

To visually edit Active Inference GNN models, use a multi-panel GUI toolset supporting form-based editing, visual matrix editing, state-space design, and diagram-based workflows across multiple implementations like gui_1, gui_2, gui_3, and oxdraw.

GNN Markdown export converts visual GNN model designs into Markdown format. You need it for pipeline integration when synchronizing designed models with downstream pipeline navigation, automation reports, and headless artifact generation.

Yes, you can generate GNN model artifacts in an automated pipeline without a display by using headless fallback artifact generation, which creates outputs for pipeline automation when interactive GUIs are unavailable in the environment.

Yes, the GNN GUI builder supports diagram-based visualization with oxdraw. It acts as one of multiple GUI implementations available to cover different visual editing workflows for Active Inference state-space models.

The best way to design state-space models for Active Inference is using a unified GUI suite offering multiple panels for matrix editing and state-space design, allowing seamless transition from conceptualization to Markdown export.

Your GNN visualization pipeline needs Markdown synchronization to ensure visual edits made in the GUI are consistently translated into Markdown format for pipeline navigation, reporting, and downstream automation orchestration.