Expand description
Data Visualization Frameworks Integration
Unified interface for visualization and ML demo frameworks:
- Gradio (ML demos, HuggingFace Spaces)
- Streamlit (Data apps, dashboards)
- Panel (HoloViz ecosystem, big data)
- Dash (Plotly enterprise visualization)
§Toyota Way Principles
- Genchi Genbutsu: Direct visualization enables first-hand observation
- Poka-Yoke: Framework selection prevents platform lock-in
- Heijunka: Frame-rate limiting prevents GPU saturation
- Jidoka: Explicit component trees for predictable rendering
- Muda: Signal-based rendering eliminates wasted computation
- Kanban: Visual data flow with explicit signal graphs
Re-exports§
pub use dashboard::DashboardBuilder;pub use dashboard::DashboardConfig;pub use tree::Framework;pub use tree::FrameworkCategory;pub use tree::FrameworkComponent;pub use tree::IntegrationMapping;pub use tree::IntegrationType;pub use tree::VizTree;