visualization-and-plotting

To create interactive Plotly visualizations for ToyModel objects, subclass SinglePlot to implement the render() and configure_layout() methods, reading data directly from ToyModel properties to generate traces. The FigureProxy safely handles axis deduplication and interactivity.

Yes, you can compose multiple plots into a single grid view for ModelGrid metrics by using the CompositePlot class. It allows you to arrange multiple individual plots in a grid and share the same n_render_axes for synchronized rendering.

The best way to inspect model embeddings without boilerplate is using pre-configured SinglePlot subclasses. They read directly from ToyModel properties and leverage the FigureProxy rendering lifecycle to safely manage subplots and interactivity for feature analysis.

Yes, this visualization approach supports model debugging and presentation workflows by providing quick, reusable interactive plots of embeddings, representations, and grid metrics. It safely handles subplots and interactivity through the FigureProxy rendering lifecycle.

To configure layout and render traces for per-model facet plots, subclass SinglePlot and implement the configure_layout() method for layout customization and the render() method to draw traces from ToyModel data, then export an instance for discovery.