LICENSE
README.md
pyproject.toml
src/metrics_lie/__init__.py
src/metrics_lie/builders.py
src/metrics_lie/catalog.py
src/metrics_lie/cli.py
src/metrics_lie/cli_app.py
src/metrics_lie/cli_format.py
src/metrics_lie/contract_check.py
src/metrics_lie/display.py
src/metrics_lie/execution.py
src/metrics_lie/presets.py
src/metrics_lie/runner.py
src/metrics_lie/schema.py
src/metrics_lie/sdk.py
src/metrics_lie/spec.py
src/metrics_lie/surface_compat.py
src/metrics_lie/task_types.py
src/metrics_lie/validation.py
src/metrics_lie/worker.py
src/metrics_lie/analysis/__init__.py
src/metrics_lie/analysis/dashboard.py
src/metrics_lie/analysis/disagreement.py
src/metrics_lie/analysis/failure_modes.py
src/metrics_lie/analysis/sensitivity.py
src/metrics_lie/analysis/threshold_sweep.py
src/metrics_lie/artifacts/__init__.py
src/metrics_lie/artifacts/plots.py
src/metrics_lie/compare/__init__.py
src/metrics_lie/compare/compare.py
src/metrics_lie/compare/loader.py
src/metrics_lie/compare/rules.py
src/metrics_lie/datasets/__init__.py
src/metrics_lie/datasets/loaders.py
src/metrics_lie/db/__init__.py
src/metrics_lie/db/crud.py
src/metrics_lie/db/models.py
src/metrics_lie/db/session.py
src/metrics_lie/decision/__init__.py
src/metrics_lie/decision/components.py
src/metrics_lie/decision/extract.py
src/metrics_lie/decision/score.py
src/metrics_lie/decision/scorecard.py
src/metrics_lie/diagnostics/__init__.py
src/metrics_lie/diagnostics/calibration.py
src/metrics_lie/diagnostics/drift.py
src/metrics_lie/diagnostics/fairness.py
src/metrics_lie/diagnostics/metric_gaming.py
src/metrics_lie/diagnostics/subgroups.py
src/metrics_lie/experiments/__init__.py
src/metrics_lie/experiments/datasets.py
src/metrics_lie/experiments/definition.py
src/metrics_lie/experiments/identity.py
src/metrics_lie/experiments/registry.py
src/metrics_lie/experiments/runs.py
src/metrics_lie/integrations/__init__.py
src/metrics_lie/integrations/mlflow.py
src/metrics_lie/metrics/applicability.py
src/metrics_lie/metrics/core.py
src/metrics_lie/metrics/nlp.py
src/metrics_lie/metrics/registry.py
src/metrics_lie/model/__init__.py
src/metrics_lie/model/adapter.py
src/metrics_lie/model/adapter_registry.py
src/metrics_lie/model/default_registry.py
src/metrics_lie/model/errors.py
src/metrics_lie/model/metadata.py
src/metrics_lie/model/protocol.py
src/metrics_lie/model/security.py
src/metrics_lie/model/sources.py
src/metrics_lie/model/surface.py
src/metrics_lie/model/adapters/__init__.py
src/metrics_lie/model/adapters/boosting_adapter.py
src/metrics_lie/model/adapters/http_adapter.py
src/metrics_lie/model/adapters/huggingface_adapter.py
src/metrics_lie/model/adapters/mlflow_adapter.py
src/metrics_lie/model/adapters/onnx_adapter.py
src/metrics_lie/model/adapters/pytorch_adapter.py
src/metrics_lie/model/adapters/tensorflow_adapter.py
src/metrics_lie/profiles/__init__.py
src/metrics_lie/profiles/load.py
src/metrics_lie/profiles/presets.py
src/metrics_lie/profiles/schema.py
src/metrics_lie/scenarios/__init__.py
src/metrics_lie/scenarios/base.py
src/metrics_lie/scenarios/class_imbalance.py
src/metrics_lie/scenarios/covariate_shift.py
src/metrics_lie/scenarios/demographic_swap.py
src/metrics_lie/scenarios/feature_corruption.py
src/metrics_lie/scenarios/label_noise.py
src/metrics_lie/scenarios/label_quality.py
src/metrics_lie/scenarios/missing_features.py
src/metrics_lie/scenarios/registry.py
src/metrics_lie/scenarios/score_noise.py
src/metrics_lie/scenarios/synonym_replacement.py
src/metrics_lie/scenarios/temporal_shift.py
src/metrics_lie/scenarios/threshold_gaming.py
src/metrics_lie/scenarios/typo_injection.py
src/metrics_lie/utils/__init__.py
src/metrics_lie/utils/paths.py
src/spectra_ml.egg-info/PKG-INFO
src/spectra_ml.egg-info/SOURCES.txt
src/spectra_ml.egg-info/dependency_links.txt
src/spectra_ml.egg-info/entry_points.txt
src/spectra_ml.egg-info/requires.txt
src/spectra_ml.egg-info/top_level.txt
tests/test14_phase_registry.py
tests/test15_calibration_diagnostics.py
tests/test16_subgroup_diagnostics.py
tests/test17_artifacts.py
tests/test18_metric_gaming.py
tests/test21_experiment_identity.py
tests/test23_compare_runs.py
tests/test24_rerun.py
tests/test25_jobs_worker.py
tests/test26_db_queries.py
tests/test27_profiles.py
tests/test28_decision_components.py
tests/test29_scorecard.py
tests/test30_cli_entrypoint.py
tests/test31_version_flag.py
tests/test32_model_adapter.py
tests/test33_metric_applicability.py
tests/test34_analysis.py
tests/test35_mvs_integration.py
tests/test_cli_serve.py
tests/test_milestone2_helpers.py
tests/test_milestone3_golden.py
tests/test_milestone4_bundle_transform.py
tests/test_phase13_baseline.py
tests/test_phase5_bundle_transform.py
tests/test_phase5_contracts.py
tests/test_phase5_engine_bridge.py
tests/test_phase5_model_validation.py
tests/test_phase5_presets.py
tests/test_phase6_kserve.py
tests/test_phase6_mlflow_adapter.py
tests/test_phase6_mlflow_logging.py
tests/test_phase6_registry.py
tests/test_phase7_compare_flags.py
tests/test_phase7_determinism.py
tests/test_phase7_share.py
tests/test_phase8_compare_multi.py
tests/test_phase8_dashboard.py
tests/test_phase8_surface_ingest.py
tests/test_phase9_label_ingest.py
tests/test_phase9_score_artifacts.py
tests/test_phase9_score_ingest.py
tests/test_v1_adapter_registry.py
tests/test_v1_boosting_adapter.py
tests/test_v1_dataset_loader.py
tests/test_v1_default_registry.py
tests/test_v1_e2e_onnx.py
tests/test_v1_execution.py
tests/test_v1_http_adapter.py
tests/test_v1_huggingface_adapter.py
tests/test_v1_model_metadata.py
tests/test_v1_model_protocol.py
tests/test_v1_onnx_adapter.py
tests/test_v1_pytorch_adapter.py
tests/test_v1_security.py
tests/test_v1_security_integration.py
tests/test_v1_sklearn_adapter.py
tests/test_v1_spec.py
tests/test_v1_task_types.py
tests/test_v1_tensorflow_adapter.py
tests/test_v1_validation.py
tests/test_v2_analysis_guards.py
tests/test_v2_class_imbalance.py
tests/test_v2_compute_metric.py
tests/test_v2_e2e.py
tests/test_v2_execution_multiclass.py
tests/test_v2_execution_regression.py
tests/test_v2_label_noise.py
tests/test_v2_metric_registry.py
tests/test_v2_metric_resolver.py
tests/test_v2_multiclass_metrics.py
tests/test_v2_new_scenarios.py
tests/test_v2_nlp_metrics.py
tests/test_v2_ranking_metrics.py
tests/test_v2_regression_metrics.py
tests/test_v2_runner.py
tests/test_v2_scenario_task_compat.py
tests/test_v2_schema.py
tests/test_v2_score_noise.py
tests/test_v2_surface.py
tests/test_v3_calibration.py
tests/test_v3_dashboard_direction.py
tests/test_v3_drift.py
tests/test_v3_failure_modes.py
tests/test_v3_fairness.py
tests/test_v3_integration.py
tests/test_v3_metric_direction.py
tests/test_v3_sensitivity.py
tests/test_v3_subgroups.py
tests/test_v4_builders.py
tests/test_v4_catalog.py
tests/test_v4_cli.py
tests/test_v4_display.py
tests/test_v4_exports.py
tests/test_v4_presets.py
tests/test_v4_sdk.py
tests/test_web_auto_detect.py
tests/test_web_dataset_upload.py
tests/test_web_quick_test_e2e.py