├── .gitignore ├── .vscode └── settings.json ├── LICENSE ├── README.md ├── azure-pipelines.yml ├── cause2e ├── __init__.py ├── _data_type_mgr.py ├── _graph.py ├── _preproc.py ├── _reader.py ├── _regression_mgr.py ├── _result_mgr.py ├── _searcher.py ├── _technical_estimators.py ├── data_generator.py ├── discovery.py ├── estimator.py ├── knowledge.py └── path_mgr.py ├── data ├── binary_sprinkler.csv ├── linear_test.csv └── sprinkler.csv ├── doc_script.py ├── docs ├── _config.yml ├── genindex.html ├── index.html ├── objects.inv ├── py-modindex.html ├── search.html └── searchindex.js ├── examples ├── end_to_end_causal_analysis.ipynb ├── estimation.ipynb ├── graph_postprocessing.ipynb ├── knowledge_creation.ipynb ├── minimal_end_to_end_causal_analysis.ipynb ├── preprocessing.ipynb └── structure_learning.ipynb ├── presentation_cdsm.pdf ├── requirements.txt ├── sample_output ├── linear_test.dot ├── linear_test.png ├── linear_test_edge_analysis.png └── sprinkler_report_example.pdf ├── setup.py ├── sphinx_config ├── Makefile ├── conf.py ├── index.rst └── make.bat └── tests ├── __init__.py ├── fixtures ├── data │ ├── linear_test.csv │ ├── linear_test.parquet │ └── sprinkler.csv └── output │ ├── sprinkler.dot │ ├── sprinkler.png │ ├── sprinkler_edge_analysis.png │ └── sprinkler_knowledge_graph.png ├── test_data_generator.py ├── test_data_type_mgr.py ├── test_discovery.py ├── test_estimator.py ├── test_graph.py ├── test_knowledge.py ├── test_path_mgr.py ├── test_preproc.py └── test_reader.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLResearchAtOSRAM/cause2e/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLResearchAtOSRAM/cause2e/HEAD/.vscode/settings.json 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