Visualise explanations

XWhy exposes plotting utilities through xwhy.plots.

Currently documented plots include:

• bar plots for ranked influence;
• waterfall and force plots for contribution direction;
• decision plots for cumulative local effects;
• text heatmaps for LLM explanations;
• image and image-heatmap views for image explanations.

Use the modality tutorial to confirm which plots accept its result type:

• Image-classification plots
• LLM plots

Coming documentation

A complete plot gallery with verified outputs, accessibility descriptions, and interpretation examples is coming soon.