├── .gitignore ├── Dockerfile ├── README.md ├── codalab ├── codalab_run.sh ├── link_data.sh ├── link_output.sh ├── prepare_babble.sh ├── prepare_data.sh ├── run_counterexamples.sh ├── run_credit_assignment.sh ├── run_data_valuation.sh ├── run_figures.sh ├── run_reg.sh └── run_subsets.sh ├── datasets ├── __init__.py ├── babble.py ├── cifar10.py ├── common.py ├── hospital.py ├── loader.py ├── mnist.py ├── mnli.py ├── nlprocessor.py ├── processed_animals.py └── spam.py ├── experiments ├── __init__.py ├── babble_reduce.py ├── benchmark.py ├── common.py ├── counterexamples.py ├── credit_assignment.py ├── data_valuation.py ├── distribute.py ├── plot.py ├── subset_influence.py ├── test_distribute.py └── test_logreg.py ├── influence ├── __init__.py ├── conjugate.py ├── hessians.py ├── logistic_regression.py └── model.py ├── paper-figures.ipynb ├── requirements.txt └── scripts ├── babble_reduce.py ├── counterexamples.py ├── credit_assignment.py ├── data_valuation.py ├── load_all_datasets.py └── 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