API reference

Core modules are documented automatically via Sphinx autosummary.

Explainers

• calibrated_explanations.core.CalibratedExplainer
• calibrated_explanations.core.WrapCalibratedExplainer

Collections

• calibrated_explanations.explanations.CalibratedExplanations
• calibrated_explanations.explanations.AlternativeExplanations

Explanations

• calibrated_explanations.explanations.CalibratedExplanation
• calibrated_explanations.explanations.FactualExplanation
• calibrated_explanations.explanations.AlternativeExplanation
• calibrated_explanations.explanations.FastExplanation

Utilities

• calibrated_explanations.utils.helper
• calibrated_explanations.core.exceptions
• calibrated_explanations.core.validation
• calibrated_explanations.api.params
• calibrated_explanations.api.config

Parameter aliases and configuration

calibrated_explanations.api.params.reject_removed_aliases rejects removed aliases (for example alpha/alphas, n_jobs) and raises ConfigurationError with canonical replacements.

calibrated_explanations.api.config.ExplainerConfig and the accompanying builder expose typed configuration scaffolding. In v0.9.0 the helper remains a private entry point for the wrapper (WrapCalibratedExplainer._from_config), but telemetry records any supplied defaults or preprocessors.