├── .dockerignore ├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── conformal_data_cleaning ├── __init__.py ├── cleaner │ ├── __init__.py │ ├── _base.py │ ├── conformal.py │ ├── machine_learning.py │ └── pyod.py ├── config.py ├── data.py ├── evaluation │ └── utils.py ├── jenga_extension.py └── utils.py ├── data ├── .gitignore ├── binary_openml_ids.json ├── corrupted │ ├── .gitignore │ ├── CategoricalShift │ │ ├── .gitignore │ │ ├── 0.01 │ │ │ └── .gitignore │ │ ├── 0.05 │ │ │ └── .gitignore │ │ ├── 0.1 │ │ │ └── .gitignore │ │ ├── 0.3 │ │ │ └── .gitignore │ │ └── 0.5 │ │ │ └── .gitignore │ ├── GaussianNoise │ │ ├── .gitignore │ │ ├── 0.01 │ │ │ └── .gitignore │ │ ├── 0.05 │ │ │ └── .gitignore │ │ ├── 0.1 │ │ │ └── .gitignore │ │ ├── 0.3 │ │ │ └── .gitignore │ │ └── 0.5 │ │ │ └── .gitignore │ ├── Scaling │ │ ├── .gitignore │ │ ├── 0.01 │ │ │ └── .gitignore │ │ ├── 0.05 │ │ │ └── .gitignore │ │ ├── 0.1 │ │ │ └── .gitignore │ │ ├── 0.3 │ │ │ └── .gitignore │ │ └── 0.5 │ │ │ └── .gitignore │ └── SwappedValues │ │ ├── .gitignore │ │ ├── 0.01 │ │ └── .gitignore │ │ ├── 0.05 │ │ └── .gitignore │ │ ├── 0.1 │ │ └── .gitignore │ │ ├── 0.3 │ │ └── .gitignore │ │ └── 0.5 │ │ └── .gitignore ├── dataset_descriptions.csv ├── multi_class_openml_ids.json ├── regression_openml_ids.json ├── test │ └── .gitignore └── training │ └── .gitignore ├── garf ├── .dockerignore ├── README.md ├── SeqGAN │ ├── __init__.py │ ├── get_config.py │ ├── models.py │ ├── rl.py │ ├── train.py │ └── utils.py ├── att_reverse.py ├── config.py ├── create_db.py ├── data │ └── .gitignore ├── main.py ├── models │ └── .gitignore ├── output │ └── .gitignore ├── requirements.txt └── rule_sample.py ├── infrastructure ├── docker │ ├── Dockerfile │ └── Dockerfile.garf ├── helm │ ├── conformal-data-cleaning-garf │ │ ├── .helmignore │ │ ├── Chart.yaml │ │ ├── templates │ │ │ ├── _helpers.tpl │ │ │ └── job.yaml │ │ └── values.yaml │ └── conformal-data-cleaning │ │ ├── .helmignore │ │ ├── Chart.yaml │ │ ├── templates │ │ ├── _helpers.tpl │ │ └── job.yaml │ │ └── values.yaml └── k8s │ ├── jupyter-pod.yaml │ ├── pvc-data.yaml │ ├── pvc-models.yaml │ ├── pvc-notebooks.yaml │ ├── pvc-processed.yaml │ └── pvc-results.yaml ├── models └── .gitignore ├── notebooks ├── dataset_statistics.ipynb ├── evaluation │ ├── 1_get_and_shape_results.ipynb │ ├── 2_task_percent_improvements.ipynb │ ├── 3_error_detection.ipynb │ ├── 4_which_is_the_best_model.ipynb │ └── 5_plotting.ipynb └── load_corrupt_and_test_datasets.ipynb ├── plots └── .gitignore ├── poetry.lock ├── processed └── .gitignore ├── pyproject.toml ├── results └── .gitignore └── scripts ├── deploy_experiments.py ├── hyperparameters.py └── run_experiment.py /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/se-jaeger/conformal-data-cleaning/HEAD/.dockerignore -------------------------------------------------------------------------------- /.gitignore: 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