Python API Documentation

Contents:

• 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
      • Function
      • Measure
      • Measurement
      • Metric
      • OpenDPException
      • Queryable
      • SMDCurve
      • Transformation
      • 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
      • 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

Indexes

• Index

• Module Index