Capabilities manifest

This page maps capabilities to their primary entry points.

Semantics are mode-specific. Use Calibrated interval semantics for calibration prerequisites, guarantees, assumptions, and non-guarantees.

Core capability map

Capability	Mode	Primary entry point
Calibrated classification probabilities and intervals	Classification	Classification quickstart
CPS percentile intervals for regression	Percentile/interval regression	Regression quickstart
Threshold probabilities for regression targets	Probabilistic/thresholded regression	Probabilistic (Thresholded) Regression
Factual explanations	All modes	Interpret calibrated explanations
Alternative explanations and ensured filters	All modes	Alternative explanations and ensured filters
Guarded in-distribution explanations	All modes	Guarded explanations quickstart
Plugin-based acceleration or custom rendering	Optional extension	Plugins

Audience routing

• Practitioners: Practitioner hub

• Researchers: Researcher hub

• Contributors: Contributor hub

Entry-point tier: Tier 2.