LICENSE
README.md
pyproject.toml
src/model_failure_lab/__init__.py
src/model_failure_lab/__main__.py
src/model_failure_lab/cli.py
src/model_failure_lab/clusters.py
src/model_failure_lab/history.py
src/model_failure_lab.egg-info/PKG-INFO
src/model_failure_lab.egg-info/SOURCES.txt
src/model_failure_lab.egg-info/dependency_links.txt
src/model_failure_lab.egg-info/entry_points.txt
src/model_failure_lab.egg-info/requires.txt
src/model_failure_lab.egg-info/top_level.txt
src/model_failure_lab/adapters/__init__.py
src/model_failure_lab/adapters/anthropic_adapter.py
src/model_failure_lab/adapters/contracts.py
src/model_failure_lab/adapters/demo.py
src/model_failure_lab/adapters/ollama_adapter.py
src/model_failure_lab/adapters/openai_adapter.py
src/model_failure_lab/adapters/registry.py
src/model_failure_lab/analysis/__init__.py
src/model_failure_lab/analysis/comparison_explainer.py
src/model_failure_lab/analysis/contracts.py
src/model_failure_lab/analysis/prompt_builder.py
src/model_failure_lab/analysis/summarizer.py
src/model_failure_lab/artifact_index/__init__.py
src/model_failure_lab/artifact_index/build.py
src/model_failure_lab/artifact_index/load.py
src/model_failure_lab/artifact_index/schema.py
src/model_failure_lab/artifact_index/validation.py
src/model_failure_lab/classifiers/__init__.py
src/model_failure_lab/classifiers/contracts.py
src/model_failure_lab/classifiers/heuristic.py
src/model_failure_lab/classifiers/registry.py
src/model_failure_lab/config/__init__.py
src/model_failure_lab/config/loader.py
src/model_failure_lab/config/schema.py
src/model_failure_lab/data/__init__.py
src/model_failure_lab/data/adapters.py
src/model_failure_lab/data/canonical.py
src/model_failure_lab/data/civilcomments.py
src/model_failure_lab/data/grouping.py
src/model_failure_lab/data/materialization.py
src/model_failure_lab/data/schema.py
src/model_failure_lab/data/validation.py
src/model_failure_lab/datasets/__init__.py
src/model_failure_lab/datasets/bundled.py
src/model_failure_lab/datasets/contracts.py
src/model_failure_lab/datasets/customer_support_failures.json
src/model_failure_lab/datasets/demo_dataset.json
src/model_failure_lab/datasets/evolution.py
src/model_failure_lab/datasets/hallucination_failures.json
src/model_failure_lab/datasets/load.py
src/model_failure_lab/datasets/local.py
src/model_failure_lab/datasets/rag_failures.json
src/model_failure_lab/datasets/reasoning_failures.json
src/model_failure_lab/evaluation/__init__.py
src/model_failure_lab/evaluation/aggregate.py
src/model_failure_lab/evaluation/bundle.py
src/model_failure_lab/evaluation/calibration.py
src/model_failure_lab/evaluation/diagnostics.py
src/model_failure_lab/evaluation/loaders.py
src/model_failure_lab/evaluation/robustness.py
src/model_failure_lab/evaluation/subgroup.py
src/model_failure_lab/governance/__init__.py
src/model_failure_lab/governance/baselines.py
src/model_failure_lab/governance/execution.py
src/model_failure_lab/governance/gates.py
src/model_failure_lab/governance/intelligence.py
src/model_failure_lab/governance/lifecycle.py
src/model_failure_lab/governance/outcomes.py
src/model_failure_lab/governance/policy.py
src/model_failure_lab/governance/portfolio.py
src/model_failure_lab/governance/workflow.py
src/model_failure_lab/harvest/__init__.py
src/model_failure_lab/harvest/pipeline.py
src/model_failure_lab/harvest/review.py
src/model_failure_lab/index/__init__.py
src/model_failure_lab/index/builder.py
src/model_failure_lab/index/contracts.py
src/model_failure_lab/index/query.py
src/model_failure_lab/mitigations/__init__.py
src/model_failure_lab/mitigations/common.py
src/model_failure_lab/mitigations/group_balanced_sampling.py
src/model_failure_lab/mitigations/group_dro.py
src/model_failure_lab/mitigations/reweighting.py
src/model_failure_lab/mitigations/temperature_scaling.py
src/model_failure_lab/models/__init__.py
src/model_failure_lab/models/common.py
src/model_failure_lab/models/distilbert.py
src/model_failure_lab/models/export.py
src/model_failure_lab/models/logistic_tfidf.py
src/model_failure_lab/perturbations/__init__.py
src/model_failure_lab/perturbations/bundle.py
src/model_failure_lab/perturbations/generation.py
src/model_failure_lab/perturbations/loaders.py
src/model_failure_lab/perturbations/metrics.py
src/model_failure_lab/perturbations/schema.py
src/model_failure_lab/perturbations/scoring.py
src/model_failure_lab/perturbations/selection.py
src/model_failure_lab/reporting/__init__.py
src/model_failure_lab/reporting/artifacts.py
src/model_failure_lab/reporting/bundle.py
src/model_failure_lab/reporting/calibration.py
src/model_failure_lab/reporting/closeout.py
src/model_failure_lab/reporting/compare.py
src/model_failure_lab/reporting/core.py
src/model_failure_lab/reporting/discovery.py
src/model_failure_lab/reporting/figures.py
src/model_failure_lab/reporting/load.py
src/model_failure_lab/reporting/markdown.py
src/model_failure_lab/reporting/mitigation.py
src/model_failure_lab/reporting/perturbation.py
src/model_failure_lab/reporting/robustness.py
src/model_failure_lab/reporting/selection.py
src/model_failure_lab/reporting/signals.py
src/model_failure_lab/reporting/stability.py
src/model_failure_lab/reporting/summary.py
src/model_failure_lab/reporting/tables.py
src/model_failure_lab/results_ui/__init__.py
src/model_failure_lab/results_ui/app.py
src/model_failure_lab/results_ui/components.py
src/model_failure_lab/results_ui/formatters.py
src/model_failure_lab/results_ui/load.py
src/model_failure_lab/results_ui/selectors.py
src/model_failure_lab/results_ui/views/__init__.py
src/model_failure_lab/results_ui/views/artifacts.py
src/model_failure_lab/results_ui/views/cohorts.py
src/model_failure_lab/results_ui/views/mitigations.py
src/model_failure_lab/results_ui/views/overview.py
src/model_failure_lab/results_ui/views/stability.py
src/model_failure_lab/runner/__init__.py
src/model_failure_lab/runner/artifacts.py
src/model_failure_lab/runner/contracts.py
src/model_failure_lab/runner/execute.py
src/model_failure_lab/runner/identity.py
src/model_failure_lab/runners/__init__.py
src/model_failure_lab/runners/contracts.py
src/model_failure_lab/runners/dispatch.py
src/model_failure_lab/schemas/__init__.py
src/model_failure_lab/schemas/contracts.py
src/model_failure_lab/schemas/taxonomy.py
src/model_failure_lab/storage/__init__.py
src/model_failure_lab/storage/json_artifacts.py
src/model_failure_lab/storage/layout.py
src/model_failure_lab/testing/__init__.py
src/model_failure_lab/testing/insight_fixture.py
src/model_failure_lab/tracking/__init__.py
src/model_failure_lab/tracking/index.py
src/model_failure_lab/tracking/manifest.py
src/model_failure_lab/tracking/metrics.py
src/model_failure_lab/tracking/run_id.py
src/model_failure_lab/utils/__init__.py
src/model_failure_lab/utils/paths.py
src/model_failure_lab/utils/runtime.py