├── .bazelrc ├── .clang-format ├── .coveragerc ├── .dockerignore ├── .env ├── .github └── workflows │ ├── build-docs.yml │ ├── publish-docker.yml │ ├── publish.yml │ ├── test-docker.yml │ ├── tests.yml │ └── versions.yml ├── .gitignore ├── .gitmodules ├── .pre-commit-config.yaml ├── .readthedocs.yml ├── CMakeLists.txt ├── Dockerfile ├── LICENSE ├── Makefile ├── README.md ├── WORKSPACE ├── contributing.md ├── docs ├── Makefile ├── conf.py ├── index.rst ├── introduction.rst ├── make.bat ├── pydp.rst ├── readme.rst └── requirements.txt ├── examples ├── Naive_Bayes_Iris_demo │ ├── PyDP_Naive_Bayes.ipynb │ └── PyDP_Naive_Bayes_Comparison.ipynb ├── README.md ├── Sample_code │ └── error_handling.py ├── Tutorial_1-carrots_demo │ ├── README.md │ ├── animals_and_carrots.csv │ ├── carrots.py │ └── carrots_demo.ipynb ├── Tutorial_2-restaurant_demo │ ├── README.md │ ├── day_data.csv │ ├── img │ │ ├── counts_per_day.png │ │ ├── counts_per_hour.png │ │ ├── sum_per_day_w_preaggregation.png │ │ └── sums_per_day.png │ ├── restaurant.py │ ├── restaurant_demo.ipynb │ └── week_data.csv ├── Tutorial_3-Titanic_demo │ ├── titanic_clean.csv │ └── titanic_notebook.ipynb ├── Tutorial_4-Launch_demo │ ├── DP_proof.ipynb │ └── data │ │ ├── 01.csv │ │ ├── 02.csv │ │ ├── 03.csv │ │ ├── 04.csv │ │ └── 05.csv └── laplace_demo │ ├── README.md │ └── laplace.ipynb ├── gcovr.cfg ├── get_platform.sh ├── make_dist.sh ├── prereqs_linux.sh ├── prereqs_mac.sh ├── pyproject.toml ├── resources.md ├── run-clang-format.py ├── scripts └── get_platform.py ├── setup.cfg ├── setup.py ├── src ├── bindings │ ├── BUILD │ └── PyDP │ │ ├── CMakeLists.txt │ │ ├── algorithms │ │ ├── bounded_functions.cpp │ │ ├── count.cpp │ │ ├── distributions.cpp │ │ ├── order_statistics.cpp │ │ ├── partition_selection_strategies.cpp │ │ ├── qunatile_tree.cpp │ │ ├── rand.cpp │ │ └── util.cpp │ │ ├── bindings.cpp │ │ ├── machine-learning │ │ └── naive_baye.cpp │ │ ├── mechanisms │ │ ├── mechanism.cpp │ │ └── mechanism.h │ │ ├── proto │ │ └── proto.cpp │ │ └── pydp_lib │ │ └── algorithm_builder.hpp ├── pydp │ ├── BUILD │ ├── __init__.py │ ├── algorithms │ │ ├── __init__.py │ │ ├── _algorithm.py │ │ ├── laplacian │ │ │ ├── __init__.py │ │ │ ├── _bounded_algorithms.py │ │ │ ├── _count.py │ │ │ └── _percentile.py │ │ ├── numerical_mechanisms.py │ │ ├── partition_selection.py │ │ └── quantile_tree.py │ ├── distributions │ │ └── __init__.py │ ├── ml │ │ ├── __init__.py │ │ ├── mechanisms │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── geometric.py │ │ │ └── laplace.py │ │ ├── naive_bayes.py │ │ └── util │ │ │ ├── __init__.py │ │ │ ├── accountant.py │ │ │ ├── utils.py │ │ │ └── validation.py │ └── util │ │ └── __init__.py └── python │ ├── BUILD │ └── __init__.py └── tests ├── __init__.py ├── algorithms ├── test_algorithm.py ├── test_bounded_mean.py ├── test_bounded_standard_deviation.py ├── test_bounded_sum.py ├── test_bounded_variance.py ├── test_count.py ├── test_distributions.py ├── test_numerical_mechanisms.py ├── test_order_statistics.py ├── test_partition_selection.py ├── test_quantile_tree.py ├── test_rand.py ├── test_serialization_deserialization.py └── test_util.py ├── base ├── __init__.py ├── test_logging.py ├── test_percentile.py └── test_status.py └── notebooks └── test_all_notebooks.py /.bazelrc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/OpenMined/PyDP/HEAD/.bazelrc -------------------------------------------------------------------------------- /.clang-format: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/OpenMined/PyDP/HEAD/.clang-format -------------------------------------------------------------------------------- /.coveragerc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/OpenMined/PyDP/HEAD/.coveragerc 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