ek == .. automodule:: ek .. rubric:: Functions .. autosummary:: score evaluate estimate_quality evaluate_store save_baseline load_baseline regression_gate cohen_kappa percent_agreement krippendorff_alpha default_cost_weight default_canonicalizer table_from_ocr has_table_structure resolve_table_parser engine_yields_tables rover expected_calibration_error reliability_curve save_calibrator load_calibrator mean_probability min_probability risk_coverage_curve split_conformal_quantile checksum_validator regex_validator range_validator enum_validator schema_validator totals_consistent luhn_check iban_check isbn_check validation_pipeline canonicalize_corrector lexicon_corrector cross_field_validator ordering_validator benford_findings zscore_anomaly_findings lm_surprisal_validator llm_corrector stop_on_correction stop_on_flag register get resolve names requires_extra check_requirements json_store mall app_folder persistent_cache cache_this run_suite pass_at_k pass_hat_k .. rubric:: Classes .. autosummary:: GateResult GraphGrammar FieldSpec NodeType EdgeType TypeRef AnnotatedExtraction FieldEstimate NodePath Provenance Finding Decision Severity Score Report QualityReport Metric Validator Calibrator DecisionPolicy Signal Canonicalizer StringMetric FieldMetric TypedGraphMetric TypedGraph TypedNode TypedEdge AnlsMetric SpanF1Metric MatchScheme TedsMetric GritsMetric Table Cell RoverConsensus AgreementSignal VerifierSignal LogprobSignal IntrinsicConfidenceSignal PlattCalibrator IsotonicCalibrator TemperatureCalibrator GroupCalibrator SignalFamilyCalibrator CostSensitiveGate ConformalGate GroupConformalGate RiskControlGate ValidationResult Corrector Episode TaskSpec ToolSpec .. rubric:: Modules .. autosummary:: :toctree: :recursive: ocr agents metrics canonicalize qe base facade harness registry stores tools validate