opendp package

Subpackages

• opendp.extrinsics package
  • Module contents

Submodules

• opendp.accuracy module
  • accuracy_to_discrete_gaussian_scale()
  • accuracy_to_discrete_laplacian_scale()
  • accuracy_to_gaussian_scale()
  • accuracy_to_laplacian_scale()
  • discrete_gaussian_scale_to_accuracy()
  • discrete_laplacian_scale_to_accuracy()
  • gaussian_scale_to_accuracy()
  • laplacian_scale_to_accuracy()
• opendp.combinators module
  • make_basic_composition()
  • make_chain_mt()
  • make_chain_pm()
  • make_chain_tt()
  • make_fix_delta()
  • make_population_amplification()
  • make_pureDP_to_fixed_approxDP()
  • make_pureDP_to_zCDP()
  • make_sequential_composition()
  • make_user_measurement()
  • make_user_postprocessor()
  • make_user_transformation()
  • make_zCDP_to_approxDP()
• opendp.core module
  • function_eval()
  • measurement_check()
  • measurement_function()
  • measurement_input_carrier_type()
  • measurement_input_distance_type()
  • measurement_input_domain()
  • measurement_input_metric()
  • measurement_invoke()
  • measurement_map()
  • measurement_output_distance_type()
  • measurement_output_measure()
  • queryable_eval()
  • queryable_query_type()
  • transformation_check()
  • transformation_function()
  • transformation_input_carrier_type()
  • transformation_input_distance_type()
  • transformation_input_domain()
  • transformation_input_metric()
  • transformation_invoke()
  • transformation_map()
  • transformation_output_distance_type()
  • transformation_output_domain()
  • transformation_output_metric()
• opendp.domains module
  • atom_domain()
  • domain_carrier_type()
  • domain_debug()
  • domain_type()
  • member()
  • option_domain()
  • vector_domain()
• opendp.measurements module
  • make_base_discrete_gaussian()
  • make_base_discrete_laplace()
  • make_base_discrete_laplace_cks20()
  • make_base_discrete_laplace_linear()
  • make_base_gaussian()
  • make_base_geometric()
  • make_base_laplace()
  • make_base_ptr()
  • make_randomized_response()
  • make_randomized_response_bool()
• opendp.measures module
  • fixed_smoothed_max_divergence()
  • max_divergence()
  • measure_debug()
  • measure_distance_type()
  • measure_type()
  • smoothed_max_divergence()
  • zero_concentrated_divergence()
• opendp.metrics module
  • absolute_distance()
  • change_one_distance()
  • discrete_distance()
  • hamming_distance()
  • insert_delete_distance()
  • l1_distance()
  • l2_distance()
  • metric_debug()
  • metric_distance_type()
  • metric_type()
  • symmetric_distance()
• opendp.mod module
  • Domain
    • Domain.carrier_type
    • Domain.member()
    • Domain.type
  • Function
  • Measure
    • Measure.distance_type
    • Measure.type
  • Measurement
    • Measurement.check()
    • Measurement.function
    • Measurement.input_carrier_type
    • Measurement.input_distance_type
    • Measurement.input_domain
    • Measurement.input_metric
    • Measurement.invoke()
    • Measurement.map()
    • Measurement.output_distance_type
    • Measurement.output_measure
  • Metric
    • Metric.distance_type
    • Metric.type
  • OpenDPException
    • OpenDPException.frames()
    • OpenDPException.raw_frames()
  • Queryable
    • Queryable.eval()
    • Queryable.query_type
  • SMDCurve
    • SMDCurve.epsilon()
  • Transformation
    • Transformation.check()
    • Transformation.function
    • Transformation.input_carrier_type
    • Transformation.input_distance_type
    • Transformation.input_domain
    • Transformation.input_metric
    • Transformation.invoke()
    • Transformation.map()
    • Transformation.output_distance_type
    • Transformation.output_domain
    • Transformation.output_metric
  • UnknownTypeException
  • assert_features()
  • binary_search()
  • binary_search_chain()
  • binary_search_param()
  • disable_features()
  • enable_features()
  • exponential_bounds_search()
• opendp.prelude module
• opendp.transformations module
  • choose_branching_factor()
  • make_b_ary_tree()
  • make_bounded_float_checked_sum()
  • make_bounded_float_ordered_sum()
  • make_bounded_int_monotonic_sum()
  • make_bounded_int_ordered_sum()
  • make_bounded_int_split_sum()
  • make_bounded_sum()
  • make_cast()
  • make_cast_default()
  • make_cast_inherent()
  • make_cdf()
  • make_clamp()
  • make_consistent_b_ary_tree()
  • make_count()
  • make_count_by()
  • make_count_by_categories()
  • make_count_distinct()
  • make_create_dataframe()
  • make_df_cast_default()
  • make_df_is_equal()
  • make_drop_null()
  • make_find()
  • make_find_bin()
  • make_identity()
  • make_impute_constant()
  • make_impute_uniform_float()
  • make_index()
  • make_is_equal()
  • make_is_null()
  • make_lipschitz_float_mul()
  • make_metric_bounded()
  • make_metric_unbounded()
  • make_ordered_random()
  • make_quantiles_from_counts()
  • make_resize()
  • make_select_column()
  • make_sized_bounded_float_checked_sum()
  • make_sized_bounded_float_ordered_sum()
  • make_sized_bounded_int_checked_sum()
  • make_sized_bounded_int_monotonic_sum()
  • make_sized_bounded_int_ordered_sum()
  • make_sized_bounded_int_split_sum()
  • make_sized_bounded_mean()
  • make_sized_bounded_sum()
  • make_sized_bounded_sum_of_squared_deviations()
  • make_sized_bounded_variance()
  • make_split_dataframe()
  • make_split_lines()
  • make_split_records()
  • make_subset_by()
  • make_unordered()
• opendp.typing module
  • Carrier
  • DatasetMetric
  • DomainDescriptor
  • GenericType
  • PrivacyMeasure
  • RuntimeType
    • RuntimeType.assert_is_similar()
    • RuntimeType.infer()
    • RuntimeType.parse()
    • RuntimeType.parse_or_infer()
    • RuntimeType.substitute()
  • SensitivityMetric
  • UnknownType
  • get_atom()
  • get_atom_or_infer()
  • get_carrier_type()
  • get_dependencies()
  • get_dependencies_iterable()
  • get_distance_type()
  • get_first()
  • parse_or_infer()
  • pass_through()
  • set_default_float_type()
  • set_default_int_type()

Module contents