opendp package#

Submodules#

• opendp.accuracy module
  • accuracy_to_gaussian_scale()
  • accuracy_to_laplacian_scale()
  • gaussian_scale_to_accuracy()
  • laplacian_scale_to_accuracy()
• opendp.comb module
  • make_basic_composition()
  • make_chain_mt()
  • make_chain_tt()
• opendp.core module
  • measurement_check()
  • measurement_input_carrier_type()
  • measurement_input_distance_type()
  • measurement_invoke()
  • measurement_output_distance_type()
  • transformation_check()
  • transformation_input_carrier_type()
  • transformation_input_distance_type()
  • transformation_invoke()
  • transformation_output_distance_type()
• opendp.meas module
  • make_base_gaussian()
  • make_base_geometric()
  • make_base_laplace()
  • make_base_stability()
• opendp.mod module
  • Measurement
    • Measurement.check()
    • Measurement.input_carrier_type
    • Measurement.input_distance_type
    • Measurement.invoke()
    • Measurement.output_distance_type
  • OpenDPException
  • Transformation
    • Transformation.check()
    • Transformation.input_carrier_type
    • Transformation.input_distance_type
    • Transformation.invoke()
    • Transformation.output_distance_type
  • UnknownTypeException
  • assert_features()
  • binary_search()
  • binary_search_chain()
  • binary_search_param()
  • disable_features()
  • enable_features()
• opendp.trans module
  • make_bounded_resize()
  • make_bounded_sum()
  • make_cast()
  • make_cast_default()
  • make_cast_inherent()
  • make_cast_metric()
  • make_clamp()
  • make_count()
  • make_count_by()
  • make_count_by_categories()
  • make_count_distinct()
  • make_create_dataframe()
  • make_identity()
  • make_impute_constant()
  • make_impute_uniform_float()
  • make_is_equal()
  • make_is_null()
  • make_resize()
  • make_select_column()
  • make_sized_bounded_mean()
  • make_sized_bounded_sum()
  • make_sized_bounded_variance()
  • make_split_dataframe()
  • make_split_lines()
  • make_split_records()
  • make_unclamp()
• opendp.typing module
  • DatasetMetric
  • Domain
  • GenericType
  • PrivacyMeasure
  • RuntimeType
    • RuntimeType.assert_is_similar()
    • RuntimeType.infer()
    • RuntimeType.parse()
    • RuntimeType.parse_or_infer()
    • RuntimeType.substitute()
  • SensitivityMetric
  • UnknownType
  • get_domain_atom()
  • get_domain_atom_or_infer()
  • get_first()

Module contents#