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API Reference

Overview Artifact JSON schema

compileml

Module overview compile_selected decide load_artifact verify_artifact

compileml.datasets

Module overview load_credit_default make_credit_data

compileml.select

Module overview compile_selected SelectionResult make_partitions default_grid choose

compileml.batch

Module overview score_batch

compileml.compile

Module overview ExtractedModel extract_trees max_depth normalize_constraints quantization_error_bound quantize_model rha score_float scorecard_monotone_report train_whitebox validate_extraction verify_monotone_constraints

compileml.artifact

Module overview build_artifact fit_isotonic_table recalibrate_artifact save_artifact

compileml.bands

Module overview BandSpec band_efficiency governance_bands monotone_quantile_bands quantile_bands semantic_bands

compileml.reference

Module overview ReferenceModel fit_reference reference_gini

compileml.runtime

Module overview decide load_artifact verify_artifact ArtifactError

compileml.runtime — primitives

Module overview score_micro latent_from_raw band_index band_label calibrate_ppm contributions_half_micro display_impacts format_reasons canonical_hash validate_structure

compileml.scorecard

Module overview build_scorecard score_from_scorecard scorecard_to_csv scorecard_to_markdown

compileml.tune

Module overview retention_by_segment sweep_bands sweep_whitebox

compileml.validate

Module overview validate_artifact

compileml.fairness

Module overview FairnessAudit approval_rates attribution_concentration attribution_disparity boundary_fragility calibration_by_group counterfactual error_rates feature_swing model_interaction_structure reason_parity representation score_distribution wilson_interval

compileml.monitor

Module overview drift_decomposition band_drift baseline_staleness

compileml.export

Module overview ExportError export_cobol export_sql

compileml.viz

Module overview band_conditioned_decision_drivers band_drivers band_ladder decision_drivers waterfall waterfall_svg

compileml.runtime

ArtifactError

class ArtifactError

from compileml.runtime import ArtifactError

Raised for malformed, unsupported, or tampered artifacts.

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CompileML · Apache-2.0 · Copyright 2026 Carlos Ortiz

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