Calibrated Explanations documentation

Use this site by audience and by task.

Repository authority:

• kristinebergs/calibrated_explanations is an active development mirror.

• Moffran/calibrated_explanations is authoritative for versions, tags, GitHub releases, PyPI publication, changelog, security advisories, and published documentation.

• New users start in Get started.

• Practitioners use Practitioner hub.

• Researchers use Researcher hub.

• Contributors use Contributor hub.

Semantics are mode-specific. Classification, interval regression, and probabilistic regression do not share one guarantee statement. For semantics, assumptions, and non-guarantees, use Calibrated interval semantics.

Start here

• Get started
• Practitioner hub
• Researcher hub
• Contributor hub

Core references

• Shared foundations
• Tasks and capabilities
• API Reference

Extensions and project docs

• Plugins
• Migration guides
• External plugins
• Changelog and release references
• RTD tier map
• Engineering Standards
• CE-First Calibrated Explanations Guide (OSS)
• AI Agent Setup Guide for calibrated_explanations
• Legacy Plotting Reference (Maintenance Only)
• Calibrated Explanations comparisons (CE-first)
• Roadmap
• Roadmap
• Citing calibrated-explanations
• Bibtex Entries

Entry-point tier: Tier 1.