Visualization API

The visualization layer turns numerical outputs into plots, molecular views, and interpretation-friendly graphics.

What Belongs Here

• SHAP summaries

• dependence plots

• structure-linked inspection views

• interactive visual outputs

Typical Responsibilities

• present model interpretation clearly

• connect features back to molecules and regions

• support exploratory result review

• prepare figures for reporting and discussion

When to Use the Visualization API

Use this layer when you want to:

• generate figures programmatically

• build custom result dashboards

• adapt Surfacia outputs for reports or presentations

• link model explanations to structural inspection