LICENSE
NOTICE
README.md
pyproject.toml
setup.cfg
fairness_pipeline_dev_toolkit/__init__.py
fairness_pipeline_dev_toolkit/exceptions.py
fairness_pipeline_dev_toolkit/io.py
fairness_pipeline_dev_toolkit/api/__init__.py
fairness_pipeline_dev_toolkit/api/app.py
fairness_pipeline_dev_toolkit/api/store.py
fairness_pipeline_dev_toolkit/api/models/__init__.py
fairness_pipeline_dev_toolkit/api/models/requests.py
fairness_pipeline_dev_toolkit/api/models/responses.py
fairness_pipeline_dev_toolkit/api/routes/__init__.py
fairness_pipeline_dev_toolkit/api/routes/health.py
fairness_pipeline_dev_toolkit/api/routes/llm_eval.py
fairness_pipeline_dev_toolkit/api/routes/pipeline.py
fairness_pipeline_dev_toolkit/api/routes/validate.py
fairness_pipeline_dev_toolkit/api/routes/workflow.py
fairness_pipeline_dev_toolkit/cli/__init__.py
fairness_pipeline_dev_toolkit/cli/llm_eval_cmd.py
fairness_pipeline_dev_toolkit/cli/main.py
fairness_pipeline_dev_toolkit/config/__init__.py
fairness_pipeline_dev_toolkit/config/env.py
fairness_pipeline_dev_toolkit/integration/__init__.py
fairness_pipeline_dev_toolkit/integration/mlflow_logger.py
fairness_pipeline_dev_toolkit/integration/orchestrator.py
fairness_pipeline_dev_toolkit/integration/pytest_plugin.py
fairness_pipeline_dev_toolkit/integration/reporting.py
fairness_pipeline_dev_toolkit/integration/validator.py
fairness_pipeline_dev_toolkit/llm_evals/__init__.py
fairness_pipeline_dev_toolkit/llm_evals/_async_utils.py
fairness_pipeline_dev_toolkit/llm_evals/action_harness.py
fairness_pipeline_dev_toolkit/llm_evals/base.py
fairness_pipeline_dev_toolkit/llm_evals/bbq.py
fairness_pipeline_dev_toolkit/llm_evals/cache.py
fairness_pipeline_dev_toolkit/llm_evals/client.py
fairness_pipeline_dev_toolkit/llm_evals/demo.py
fairness_pipeline_dev_toolkit/llm_evals/dry_run.py
fairness_pipeline_dev_toolkit/llm_evals/gating.py
fairness_pipeline_dev_toolkit/llm_evals/guards.py
fairness_pipeline_dev_toolkit/llm_evals/production.py
fairness_pipeline_dev_toolkit/llm_evals/provenance.py
fairness_pipeline_dev_toolkit/llm_evals/runner.py
fairness_pipeline_dev_toolkit/llm_evals/scoring.py
fairness_pipeline_dev_toolkit/llm_evals/config/__init__.py
fairness_pipeline_dev_toolkit/llm_evals/config/loader.py
fairness_pipeline_dev_toolkit/llm_evals/evaluators/__init__.py
fairness_pipeline_dev_toolkit/llm_evals/evaluators/counterfactual_fairness.py
fairness_pipeline_dev_toolkit/llm_evals/evaluators/refusal.py
fairness_pipeline_dev_toolkit/llm_evals/evaluators/stereotype.py
fairness_pipeline_dev_toolkit/llm_evals/evaluators/toxicity.py
fairness_pipeline_dev_toolkit/llm_evals/fixtures/__init__.py
fairness_pipeline_dev_toolkit/llm_evals/fixtures/recorded_bbq.py
fairness_pipeline_dev_toolkit/llm_evals/fixtures/recorded_counterfactual.py
fairness_pipeline_dev_toolkit/llm_evals/fixtures/recorded_group_rates.py
fairness_pipeline_dev_toolkit/llm_evals/fixtures/bbq/gender_identity_subset.json
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fairness_pipeline_dev_toolkit/pipeline/detectors/report.py
fairness_pipeline_dev_toolkit/pipeline/detectors/representation.py
fairness_pipeline_dev_toolkit/pipeline/orchestration/__init__.py
fairness_pipeline_dev_toolkit/pipeline/orchestration/engine.py
fairness_pipeline_dev_toolkit/pipeline/orchestration/registry.py
fairness_pipeline_dev_toolkit/pipeline/transformers/__init__.py
fairness_pipeline_dev_toolkit/pipeline/transformers/disparate_impact.py
fairness_pipeline_dev_toolkit/pipeline/transformers/instance_reweighting.py
fairness_pipeline_dev_toolkit/pipeline/transformers/proxy_dropper.py
fairness_pipeline_dev_toolkit/pipeline/transformers/reweighing.py
fairness_pipeline_dev_toolkit/pipeline/transformers/utils.py
fairness_pipeline_dev_toolkit/stats/__init__.py
fairness_pipeline_dev_toolkit/stats/bayesian.py
fairness_pipeline_dev_toolkit/stats/bootstrap.py
fairness_pipeline_dev_toolkit/stats/effect_size.py
fairness_pipeline_dev_toolkit/stats/multipletests.py
fairness_pipeline_dev_toolkit/training/__init__.py
fairness_pipeline_dev_toolkit/training/postproc/calibration.py
fairness_pipeline_dev_toolkit/training/sklearn_/reductions_wrapper.py
fairness_pipeline_dev_toolkit/training/torch_/lagrangian.py
fairness_pipeline_dev_toolkit/training/torch_/losses.py
fairness_pipeline_dev_toolkit/training/viz/pareto.py
fairness_pipeline_dev_toolkit/utils/array_utils.py
fairness_pipeline_dev_toolkit/utils/intersectional.py
fairness_pipeline_dev_toolkit/utils/logging.py
fairness_pipeline_dev_toolkit/utils/validation.py
fairpipe/__init__.py
fairpipe/exceptions.py
fairpipe.egg-info/PKG-INFO
fairpipe.egg-info/SOURCES.txt
fairpipe.egg-info/dependency_links.txt
fairpipe.egg-info/entry_points.txt
fairpipe.egg-info/requires.txt
fairpipe.egg-info/top_level.txt
fairpipe/api/__init__.py
fairpipe/api/app.py
fairpipe/api/store.py
fairpipe/api/models/__init__.py
fairpipe/api/routes/__init__.py
fairpipe/integration/__init__.py
fairpipe/integration/reporting.py
fairpipe/llm_evals/__init__.py
fairpipe/measurement/__init__.py
fairpipe/metrics/__init__.py
fairpipe/monitoring/__init__.py
fairpipe/pipeline/__init__.py
fairpipe/stats/__init__.py
fairpipe/stats/bayesian.py
fairpipe/stats/bootstrap.py
fairpipe/stats/effect_size.py
fairpipe/stats/multipletests.py
fairpipe/training/__init__.py
tests/test_adapter_selection.py
tests/test_dataframe_api.py
tests/test_io.py
tests/test_metric_defaults.py
tests/test_metrics_core.py
tests/test_metrics_edge_cases.py
tests/test_namespace.py
tests/test_result_schema.py
tests/test_stats.py
tests/test_stats_bootstrap.py