├── .flake8 ├── .github └── workflows │ └── main.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .readthedocs.yaml ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── carla ├── __init__.py ├── _version.py ├── data │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ └── data.py │ ├── catalog │ │ ├── __init__.py │ │ ├── catalog.py │ │ ├── csv_catalog.py │ │ ├── load_data.py │ │ └── online_catalog.py │ ├── causal_model │ │ ├── __init__.py │ │ ├── causal_model.py │ │ └── synthethic_data.py │ ├── load_catalog │ │ ├── __init__.py │ │ └── load_catalog.py │ ├── load_scm │ │ ├── __init__.py │ │ ├── distributions.py │ │ ├── load_scm.py │ │ └── scm.py │ └── pipelining │ │ ├── __init__.py │ │ ├── steps.py │ │ └── transformers.py ├── data_catalog.yaml ├── evaluation │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ └── evaluation.py │ ├── benchmark.py │ ├── catalog │ │ ├── __init__.py │ │ ├── distance.py │ │ ├── redundancy.py │ │ ├── success_rate.py │ │ ├── time.py │ │ ├── violations.py │ │ └── ynn.py │ └── process_nans.py ├── logging.yaml ├── mlmodel_catalog.yaml ├── models │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ └── mlmodel.py │ ├── catalog │ │ ├── ANN_TF │ │ │ ├── __init__.py │ │ │ └── model_ann.py │ │ ├── ANN_TORCH │ │ │ ├── __init__.py │ │ │ └── model_ann.py │ │ ├── Linear_TF │ │ │ ├── __init__.py │ │ │ └── model_linear.py │ │ ├── Linear_TORCH │ │ │ ├── __init__.py │ │ │ └── model_linear.py │ │ ├── __init__.py │ │ ├── catalog.py │ │ ├── load_model.py │ │ ├── parse_xgboost.py │ │ ├── train_model.py │ │ └── trees.py │ └── negative_instances │ │ ├── __init__.py │ │ └── predict.py ├── plotting │ ├── __init__.py │ ├── barplot.py │ ├── plotting.py │ ├── stripplot.py │ └── swarmplot.py └── recourse_methods │ ├── __init__.py │ ├── api │ ├── __init__.py │ └── recourse_method.py │ ├── autoencoder │ ├── __init__.py │ ├── losses │ │ ├── __init__.py │ │ └── losses.py │ ├── models │ │ ├── __init__.py │ │ ├── autoencoder.py │ │ ├── csvae.py │ │ └── vae.py │ ├── save_load.py │ └── training.py │ ├── catalog │ ├── __init__.py │ ├── actionable_recourse │ │ ├── __init__.py │ │ └── model.py │ ├── causal_recourse │ │ ├── __init__.py │ │ ├── action_set.py │ │ ├── constraints.py │ │ ├── cost.py │ │ ├── model.py │ │ ├── sampler.py │ │ └── samplers.py │ ├── cchvae │ │ ├── __init__.py │ │ └── model.py │ ├── cem │ │ ├── __init__.py │ │ └── model.py │ ├── clue │ │ ├── __init__.py │ │ ├── library │ │ │ ├── __init__.py │ │ │ └── clue_ml │ │ │ │ ├── AE_models │ │ │ │ ├── AE │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── fc_gauss_cat.py │ │ │ │ │ ├── models.py │ │ │ │ │ ├── train.py │ │ │ │ │ └── vae_training.py │ │ │ │ └── __init__.py │ │ │ │ ├── Clue_model │ │ │ │ ├── CLUE_counterfactuals.py │ │ │ │ └── __init__.py │ │ │ │ ├── __init__.py │ │ │ │ └── src │ │ │ │ ├── __init__.py │ │ │ │ ├── gauss_cat.py │ │ │ │ ├── layers.py │ │ │ │ ├── probability.py │ │ │ │ ├── radam.py │ │ │ │ └── utils.py │ │ └── model.py │ ├── crud │ │ ├── __init__.py │ │ ├── library │ │ │ ├── __init__.py │ │ │ └── crud.py │ │ └── model.py │ ├── dice │ │ ├── __init__.py │ │ └── model.py │ ├── face │ │ ├── __init__.py │ │ ├── library │ │ │ ├── __init__.py │ │ │ └── face_method.py │ │ └── model.py │ ├── feature_tweak │ │ ├── __init__.py │ │ └── model.py │ ├── focus │ │ ├── __init__.py │ │ ├── distances.py │ │ └── model.py │ ├── growing_spheres │ │ ├── __init__.py │ │ ├── library │ │ │ ├── __init__.py │ │ │ └── gs_counterfactuals.py │ │ └── model.py │ ├── revise │ │ ├── __init__.py │ │ └── model.py │ ├── roar │ │ ├── __init__.py │ │ ├── library │ │ │ ├── __init__.py │ │ │ └── roar.py │ │ └── model.py │ └── wachter │ │ ├── __init__.py │ │ ├── library │ │ ├── __init__.py │ │ └── wachter.py │ │ └── model.py │ └── processing │ ├── __init__.py │ ├── counterfactuals.py │ └── immutables.py ├── docs ├── .nojekyll ├── Makefile ├── make.bat └── source │ ├── benchmarking.rst │ ├── conf.py │ ├── data.rst │ ├── examples.rst │ ├── images │ └── architecture.jpg │ ├── index.rst │ ├── installation.rst │ ├── license.rst │ ├── mlmodel.rst │ ├── notebooks │ ├── adult.csv │ ├── benchmark_example.ipynb │ ├── how_to_use_carla.ipynb │ ├── how_to_use_carla_causal.ipynb │ └── plotting_example.ipynb │ ├── plotting.rst │ ├── recourse.rst │ ├── setup.py │ └── tutorial.rst ├── experimental_setup.yaml ├── experiments └── run_experiment.py ├── images ├── carla_logo.png ├── carla_logo_square.png └── motivating_cartoon.png ├── requirements-dev.txt ├── setup.cfg ├── setup.py └── test ├── saved_models ├── ann_adult_input_13.h5 ├── ann_compas_input_7.h5 ├── ann_give_me_some_credit_input_10.h5 └── ann_heloc_input_21.h5 ├── test_api.py ├── test_autoencoder.py ├── test_benchmark.py ├── test_causal_recourse.py ├── test_cfmodel.py ├── test_check_hyperparams.py ├── test_data.py ├── test_distributions.py ├── test_evaluations.py ├── test_mlmodel.py ├── test_mlmodel_train.py ├── test_sampler.py ├── test_scm.py └── test_xgboost.py /.flake8: 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-------------------------------------------------------------------------------- /carla/data/api/__init__.py: -------------------------------------------------------------------------------- 1 | # flake8: noqa 2 | 3 | from .data import Data 4 | -------------------------------------------------------------------------------- /carla/data/api/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/carla-recourse/CARLA/HEAD/carla/data/api/data.py -------------------------------------------------------------------------------- /carla/data/catalog/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/carla-recourse/CARLA/HEAD/carla/data/catalog/__init__.py -------------------------------------------------------------------------------- /carla/data/catalog/catalog.py: -------------------------------------------------------------------------------- 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/carla/data/load_catalog/__init__.py: -------------------------------------------------------------------------------- 1 | # flake8: noqa 2 | 3 | from .load_catalog import load 4 | -------------------------------------------------------------------------------- /carla/data/load_catalog/load_catalog.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/carla-recourse/CARLA/HEAD/carla/data/load_catalog/load_catalog.py -------------------------------------------------------------------------------- /carla/data/load_scm/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/carla-recourse/CARLA/HEAD/carla/data/load_scm/__init__.py -------------------------------------------------------------------------------- /carla/data/load_scm/distributions.py: -------------------------------------------------------------------------------- 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