├── .github └── workflows │ ├── analyse-with-codeql.yml │ ├── check-notebooks-no-output.yml │ ├── check-notebooks.yml │ ├── check-scripts.yml │ ├── publish-package.yml │ ├── test-package-windows.yml │ └── test-package.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── bin └── compute-dp-epsilon ├── notebooks ├── Makefile ├── laplace-mechanism.ipynb └── validate-gaussian.ipynb ├── prv_accountant ├── __init__.py ├── accountant.py ├── composers.py ├── discrete_privacy_random_variable.py ├── discretisers.py ├── domain.py ├── dpsgd.py ├── other_accountants.py └── privacy_random_variables │ ├── __init__.py │ ├── abstract_privacy_random_variable.py │ ├── approximate_dp.py │ ├── gaussian_mechanism.py │ ├── laplace_mechanism.py │ ├── poisson_subsampled_gaussian_mechanism.py │ └── pure_dp_mechanism.py ├── setup.py └── tests ├── conftest.py ├── test_accountant.py ├── test_backwards_compatibility.py ├── test_composer.py ├── test_discrete_privacy_random_variable.py ├── test_domain.py ├── test_dpsgd.py ├── test_privacy_random_variables ├── __init__.py ├── test_approximate_dp.py ├── test_laplace.py ├── test_poisson_subsampled_gaussian.py └── test_prv_truncated.py └── test_readme.py /.github/workflows/analyse-with-codeql.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/prv_accountant/HEAD/.github/workflows/analyse-with-codeql.yml -------------------------------------------------------------------------------- /.github/workflows/check-notebooks-no-output.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/prv_accountant/HEAD/.github/workflows/check-notebooks-no-output.yml -------------------------------------------------------------------------------- /.github/workflows/check-notebooks.yml: 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