Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | Z A absolute_distance() (in module opendp.metrics) accountant (opendp.context.Context attribute) accuracy_to_discrete_gaussian_scale() (in module opendp.accuracy) accuracy_to_discrete_laplacian_scale() (in module opendp.accuracy) accuracy_to_gaussian_scale() (in module opendp.accuracy) accuracy_to_laplacian_scale() (in module opendp.accuracy) agg() (opendp.extras.polars.LazyGroupByQuery method) AIM (class in opendp.extras.mbi) Algorithm (class in opendp.extras.mbi) algorithms (opendp.extras.mbi.Sequential attribute) approximate() (in module opendp.measures) ApproximateDivergence (class in opendp.mod) args (opendp.typing.RuntimeType attribute) array2_domain() (in module opendp.extras.numpy) array_domain() (in module opendp.domains) arrayd_domain() (in module opendp.extras.numpy) assert_features() (in module opendp.mod) atom_domain() (in module opendp.domains) AtomDomain (class in opendp.mod) B binary_search() (in module opendp.mod) binary_search_chain() (in module opendp.mod) binary_search_param() (in module opendp.mod) BinomialCND (class in opendp.extras.numpy.canonical) bitvector_domain() (in module opendp.domains) Bound (class in opendp.extras.polars) bounds (opendp.mod.AtomDomain attribute) by (opendp.extras.mbi.Count attribute) (opendp.extras.polars.Bound attribute) (opendp.extras.polars.Margin attribute) (opendp.extras.polars.SortBy attribute) C cardinalities (opendp.extras.numpy.NPArray2Domain attribute) Carrier (class in opendp.typing) carrier_type (opendp.mod.Domain attribute) cast() (opendp.mod.Domain method) (opendp.mod.Metric method) categorical_domain() (in module opendp.domains) change_one_distance() (in module opendp.metrics) change_one_id_distance() (in module opendp.metrics) ChangeOneIdDistance (class in opendp.mod) check() (opendp.mod.Measurement method) (opendp.mod.Transformation method) choose_branching_factor() (in module opendp.transformations) collect() (opendp.extras.polars.OnceFrame method) columns (opendp.mod.LazyFrameDomain attribute) compositor() (opendp.context.Context static method) (opendp.context.Query method) confidence_interval() (opendp.extras.numpy.canonical.BinomialCND method) Context (class in opendp.context) contingency_table() (opendp.extras.polars.LazyFrameQuery method) ContingencyTable (class in opendp.extras.mbi) ContingencyTableQuery (class in opendp.extras.polars.contingency_table) Count (class in opendp.extras.mbi) count() (opendp.extras.polars.DPExpr method) current_privacy_loss() (opendp.context.Context method) cuts (opendp.extras.mbi.ContingencyTable attribute) D datetime_domain() (in module opendp.domains) debias_randomized_response_bitvec() (in module opendp.measurements) delta() (opendp.mod.PrivacyProfile method) descending (opendp.extras.polars.SortBy attribute) descriptor (opendp.mod.ExtrinsicDomain attribute) deserialize() (in module opendp.mod) deserialize_polars_plan() (opendp.context.Context method) disable_features() (in module opendp.mod) discrete_distance() (in module opendp.metrics) discrete_gaussian_scale_to_accuracy() (in module opendp.accuracy) discrete_laplacian_scale_to_accuracy() (in module opendp.accuracy) distance_type (opendp.mod.Measure attribute) (opendp.mod.Metric attribute) Domain (class in opendp.mod) domain_carrier_type() (in module opendp.domains) domain_debug() (in module opendp.domains) domain_of() (in module opendp.context) domain_type() (in module opendp.domains) dp_len() (in module opendp.extras.polars) DPExpr (class in opendp.extras.polars) E eigvals (opendp.extras.sklearn.decomposition.PCAEpsilons attribute) eigvecs (opendp.extras.sklearn.decomposition.PCAEpsilons attribute) element_domain (opendp.mod.OptionDomain attribute) (opendp.mod.SeriesDomain attribute) (opendp.mod.VectorDomain attribute) enable_features() (in module opendp.mod) enum_domain() (in module opendp.domains) epsilon() (opendp.mod.PrivacyProfile method) estimator() (opendp.extras.mbi.Algorithm method) exponential_bounds_search() (in module opendp.mod) ExtrinsicDomain (class in opendp.mod) F filter() (opendp.extras.polars.LazyFrameQuery method) fit() (opendp.extras.sklearn.decomposition.PCA method) (opendp.extras.sklearn.linear_model.LinearRegression method) fix() (opendp.context.PartialChain method) Fixed (class in opendp.extras.mbi) fixed_smoothed_max_divergence() (in module opendp.measures) frame_distance() (in module opendp.metrics) FrameDistance (class in opendp.mod) Function (class in opendp.mod) function (opendp.mod.Measurement attribute) (opendp.mod.Transformation attribute) function_eval() (in module opendp.core) G gaussian() (opendp.extras.polars.DPExpr method) gaussian_scale_to_accuracy() (in module opendp.accuracy) get_atom() (in module opendp.typing) get_atom_or_infer() (in module opendp.typing) get_california_pums_path() (in module opendp.extras.examples) get_carrier_type() (in module opendp.typing) get_distance_type() (in module opendp.typing) get_first() (in module opendp.typing) get_france_lfs_path() (in module opendp.extras.examples) get_margin() (opendp.mod.LazyFrameDomain method) get_series_domain() (opendp.mod.LazyFrameDomain method) get_type() (in module opendp.typing) get_value_type() (in module opendp.typing) group_by() (opendp.extras.polars.LazyFrameQuery method) H hamming_distance() (in module opendp.metrics) I identifier (opendp.mod.ChangeOneIdDistance attribute) (opendp.mod.SymmetricIdDistance attribute) infer() (opendp.typing.RuntimeType class method) inner_measure (opendp.mod.ApproximateDivergence attribute) inner_metric (opendp.mod.FrameDistance attribute) input_carrier_type (opendp.mod.Measurement attribute) (opendp.mod.Odometer attribute) (opendp.mod.Transformation attribute) input_distance_type (opendp.mod.Measurement attribute) (opendp.mod.Odometer attribute) (opendp.mod.Transformation attribute) input_domain (opendp.mod.Measurement attribute) (opendp.mod.Odometer attribute) (opendp.mod.Transformation attribute) input_metric (opendp.mod.Measurement attribute) (opendp.mod.Odometer attribute) (opendp.mod.Transformation attribute) input_space (opendp.mod.Measurement attribute) (opendp.mod.Odometer attribute) (opendp.mod.Transformation attribute) insert_delete_distance() (in module opendp.metrics) invariant (opendp.extras.polars.Margin attribute) invoke() (opendp.mod.Measurement method) (opendp.mod.Odometer method) (opendp.mod.OdometerQueryable method) (opendp.mod.Transformation method) J join() (opendp.extras.polars.LazyFrameQuery method) K keys (opendp.extras.mbi.ContingencyTable attribute) L l01inf_distance() (in module opendp.metrics) l02inf_distance() (in module opendp.metrics) l1_distance() (in module opendp.metrics) l2_distance() (in module opendp.metrics) laplace() (opendp.extras.polars.DPExpr method) laplacian_scale_to_accuracy() (in module opendp.accuracy) lazy() (opendp.extras.polars.OnceFrame method) lazyframe_domain() (in module opendp.domains) LazyFrameDomain (class in opendp.mod) LazyFrameQuery (class in opendp.extras.polars) LazyGroupByQuery (class in opendp.extras.polars) len() (opendp.extras.polars.DPExpr method) LinearRegression (class in opendp.extras.sklearn.linear_model) linf_distance() (in module opendp.metrics) loss_of() (in module opendp.context) M maintain_order (opendp.extras.polars.SortBy attribute) make_adaptive_composition() (in module opendp.combinators) make_alp_queryable() (in module opendp.measurements) make_approximate() (in module opendp.combinators) make_b_ary_tree() (in module opendp.transformations) make_basic_composition() (in module opendp.combinators) make_bounded_float_checked_sum() (in module opendp.transformations) make_bounded_float_ordered_sum() (in module opendp.transformations) make_bounded_int_monotonic_sum() (in module opendp.transformations) make_bounded_int_ordered_sum() (in module opendp.transformations) make_bounded_int_split_sum() (in module opendp.transformations) make_canonical_noise() (in module opendp.measurements) make_cast() (in module opendp.transformations) make_cast_default() (in module opendp.transformations) make_cast_inherent() (in module opendp.transformations) make_cdf() (in module opendp.transformations) make_chain_mt() (in module opendp.combinators) make_chain_pm() (in module opendp.combinators) make_chain_tt() (in module opendp.combinators) make_clamp() (in module opendp.transformations) make_composition() (in module opendp.combinators) make_consistent_b_ary_tree() (in module opendp.transformations) make_contingency_table() (in module opendp.extras.mbi) make_count() (in module opendp.transformations) make_count_by() (in module opendp.transformations) make_count_by_categories() (in module opendp.transformations) make_count_distinct() (in module opendp.transformations) make_create_dataframe() (in module opendp.transformations) make_df_cast_default() (in module opendp.transformations) make_df_is_equal() (in module opendp.transformations) make_drop_null() (in module opendp.transformations) make_find() (in module opendp.transformations) make_find_bin() (in module opendp.transformations) make_fix_delta() (in module opendp.combinators) make_fixed_approxDP_to_approxDP() (in module opendp.combinators) make_fully_adaptive_composition() (in module opendp.combinators) make_gaussian() (in module opendp.measurements) make_gaussian_threshold() (in module opendp.measurements) make_geometric() (in module opendp.measurements) make_identity() (in module opendp.transformations) make_impute_constant() (in module opendp.transformations) make_impute_uniform_float() (in module opendp.transformations) make_index() (in module opendp.transformations) make_is_equal() (in module opendp.transformations) make_is_null() (in module opendp.transformations) make_laplace() (in module opendp.measurements) make_laplace_threshold() (in module opendp.measurements) make_lipschitz_float_mul() (in module opendp.transformations) make_marginals() (opendp.extras.mbi.AIM method) (opendp.extras.mbi.Algorithm method) (opendp.extras.mbi.Fixed method) (opendp.extras.mbi.MST method) (opendp.extras.mbi.Sequential method) make_mean() (in module opendp.transformations) make_metric_bounded() (in module opendp.transformations) make_metric_unbounded() (in module opendp.transformations) make_noise() (in module opendp.measurements) make_noise_threshold() (in module opendp.measurements) make_noisy_max() (in module opendp.measurements) make_noisy_top_k() (in module opendp.measurements) make_ordered_random() (in module opendp.transformations) make_population_amplification() (in module opendp.combinators) make_privacy_filter() (in module opendp.combinators) make_private_expr() (in module opendp.measurements) make_private_lazyframe() (in module opendp.measurements) make_private_pca() (in module opendp.extras.sklearn.decomposition) make_private_quantile() (in module opendp.measurements) make_pureDP_to_zCDP() (in module opendp.combinators) make_quantile_score_candidates() (in module opendp.transformations) make_quantiles_from_counts() (in module opendp.transformations) make_randomized_response() (in module opendp.measurements) make_randomized_response_bitvec() (in module opendp.measurements) make_randomized_response_bool() (in module opendp.measurements) make_report_noisy_max_gumbel() (in module opendp.measurements) make_resize() (in module opendp.transformations) make_select_column() (in module opendp.transformations) make_select_private_candidate() (in module opendp.combinators) make_sequential_composition() (in module opendp.combinators) make_sized_bounded_float_checked_sum() (in module opendp.transformations) make_sized_bounded_float_ordered_sum() (in module opendp.transformations) make_sized_bounded_int_checked_sum() (in module opendp.transformations) make_sized_bounded_int_monotonic_sum() (in module opendp.transformations) make_sized_bounded_int_ordered_sum() (in module opendp.transformations) make_sized_bounded_int_split_sum() (in module opendp.transformations) make_split_dataframe() (in module opendp.transformations) make_split_lines() (in module opendp.transformations) make_split_records() (in module opendp.transformations) make_stable_expr() (in module opendp.transformations) make_stable_lazyframe() (in module opendp.transformations) make_subset_by() (in module opendp.transformations) make_sum() (in module opendp.transformations) make_sum_of_squared_deviations() (in module opendp.transformations) make_unordered() (in module opendp.transformations) make_user_measurement() (in module opendp.measurements) make_user_transformation() (in module opendp.transformations) make_variance() (in module opendp.transformations) make_zCDP_to_approxDP() (in module opendp.combinators) map() (opendp.mod.Measurement method) (opendp.mod.Transformation method) map_domain() (in module opendp.domains) Margin (class in opendp.extras.polars) marginals (opendp.extras.mbi.ContingencyTable attribute) max_divergence() (in module opendp.measures) max_groups (opendp.extras.polars.Margin attribute) max_influenced_partitions (opendp.extras.polars.Margin attribute) max_length (opendp.extras.polars.Margin attribute) max_num_partitions (opendp.extras.polars.Margin attribute) max_partition_contributions (opendp.extras.polars.Margin attribute) max_partition_length (opendp.extras.polars.Margin attribute) max_size (opendp.extras.mbi.AIM attribute) mean (opendp.extras.sklearn.decomposition.PCAEpsilons attribute) mean() (opendp.extras.polars.DPExpr method) Measure (class in opendp.mod) measure_debug() (in module opendp.measures) measure_distance_type() (in module opendp.measures) measure_split (opendp.extras.mbi.AIM attribute) (opendp.extras.mbi.MST attribute) measure_type() (in module opendp.measures) Measurement (class in opendp.mod) measurement() (opendp.extras.sklearn.decomposition.PCA method) measurement_check() (in module opendp.core) measurement_function() (in module opendp.core) measurement_input_carrier_type() (in module opendp.core) measurement_input_distance_type() (in module opendp.core) measurement_input_domain() (in module opendp.core) measurement_input_metric() (in module opendp.core) measurement_invoke() (in module opendp.core) measurement_map() (in module opendp.core) measurement_output_distance_type() (in module opendp.core) measurement_output_measure() (in module opendp.core) median() (opendp.extras.polars.DPExpr method) member() (opendp.mod.Domain method) Metric (class in opendp.mod) metric_debug() (in module opendp.metrics) metric_distance_type() (in module opendp.metrics) metric_of() (in module opendp.context) metric_type() (in module opendp.metrics) mirror_descent() (in module opendp.extras.mbi) model (opendp.extras.mbi.ContingencyTable attribute) module opendp opendp.accuracy opendp.combinators opendp.context opendp.core opendp.domains opendp.extras opendp.extras.examples opendp.extras.mbi opendp.extras.numpy opendp.extras.numpy.canonical opendp.extras.polars opendp.extras.polars.contingency_table opendp.extras.sklearn opendp.extras.sklearn.decomposition opendp.extras.sklearn.linear_model opendp.measurements opendp.measures opendp.metrics opendp.mod opendp.prelude opendp.transformations opendp.typing MST (class in opendp.extras.mbi) multithreaded (opendp.extras.polars.SortBy attribute) N n_features (opendp.extras.sklearn.decomposition.PCA attribute) n_unique() (opendp.extras.polars.DPExpr method) name (opendp.mod.SeriesDomain attribute) nan (opendp.extras.numpy.NPArray2Domain attribute) (opendp.mod.AtomDomain attribute) new_function() (in module opendp.core) new_privacy_profile() (in module opendp.measures) new_queryable() (in module opendp.core) new_with() (opendp.context.Query method) noise() (opendp.extras.polars.DPExpr method) norm (opendp.extras.numpy.NPArray2Domain attribute) NPArray2Domain (class in opendp.extras.numpy) NPArrayDDomain (class in opendp.extras.numpy) null_count() (opendp.extras.polars.DPExpr method) nullable (opendp.mod.SeriesDomain attribute) nulls_last (opendp.extras.polars.SortBy attribute) num_columns (opendp.extras.numpy.NPArray2Domain attribute) num_groups (opendp.extras.polars.Bound attribute) num_selections (opendp.extras.mbi.MST attribute) O Odometer (class in opendp.mod) odometer_input_carrier_type() (in module opendp.core) odometer_input_domain() (in module opendp.core) odometer_input_metric() (in module opendp.core) odometer_invoke() (in module opendp.core) odometer_output_measure() (in module opendp.core) odometer_queryable_invoke() (in module opendp.core) odometer_queryable_invoke_type() (in module opendp.core) odometer_queryable_privacy_loss() (in module opendp.core) odometer_queryable_privacy_loss_type() (in module opendp.core) OdometerQueryable (class in opendp.mod) OnceFrame (class in opendp.extras.polars) one_sided_confidence_interval() (in module opendp.extras.numpy.canonical) one_sided_pvalue() (in module opendp.extras.numpy.canonical) one_sided_uniformly_most_powerful_tests() (in module opendp.extras.numpy.canonical) oneway (opendp.extras.mbi.Algorithm attribute) (opendp.extras.mbi.Fixed attribute) oneway_split (opendp.extras.mbi.Algorithm attribute) opendp module opendp.accuracy module opendp.combinators module opendp.context module opendp.core module opendp.domains module opendp.extras module opendp.extras.examples module opendp.extras.mbi module opendp.extras.numpy module opendp.extras.numpy.canonical module opendp.extras.polars module opendp.extras.polars.contingency_table module opendp.extras.sklearn module opendp.extras.sklearn.decomposition module opendp.extras.sklearn.linear_model module opendp.measurements module opendp.measures module opendp.metrics module opendp.mod module opendp.prelude module opendp.transformations module opendp.typing module OpenDPException option_domain() (in module opendp.domains) OptionDomain (class in opendp.mod) origin (opendp.extras.numpy.NPArray2Domain attribute) (opendp.typing.RuntimeType attribute) output_distance_type (opendp.mod.Measurement attribute) (opendp.mod.Odometer attribute) (opendp.mod.Transformation attribute) output_domain (opendp.mod.Transformation attribute) output_measure (opendp.mod.Measurement attribute) (opendp.mod.Odometer attribute) output_metric (opendp.mod.Transformation attribute) output_space (opendp.mod.Transformation attribute) P p (opendp.extras.numpy.NPArray2Domain attribute) p_value() (opendp.extras.numpy.canonical.BinomialCND method) param() (opendp.context.Query method) parse() (opendp.typing.RuntimeType class method) parse_or_infer() (in module opendp.typing) (opendp.typing.RuntimeType class method) partial (opendp.context.PartialChain attribute) PartialChain (class in opendp.context) pass_through() (in module opendp.typing) PCA (class in opendp.extras.sklearn.decomposition) PCAEpsilons (class in opendp.extras.sklearn.decomposition) per_group (opendp.extras.polars.Bound attribute) predict() (opendp.extras.sklearn.linear_model.LinearRegression method) privacy_loss() (opendp.mod.OdometerQueryable method) PrivacyProfile (class in opendp.mod) project() (opendp.extras.mbi.ContingencyTable method) project_melted() (opendp.extras.mbi.ContingencyTable method) public_info (opendp.extras.polars.Margin attribute) Q quantile() (opendp.extras.polars.DPExpr method) queries (opendp.extras.mbi.AIM attribute) (opendp.extras.mbi.Fixed attribute) Query (class in opendp.context) query() (opendp.context.Context method) Queryable (class in opendp.mod) queryable (opendp.context.Context attribute) queryable_eval() (in module opendp.core) queryable_query_type() (in module opendp.core) R raw_traceback (opendp.mod.OpenDPException attribute) register() (in module opendp.context) release() (opendp.context.Query method) (opendp.extras.polars.contingency_table.ContingencyTableQuery method) (opendp.extras.polars.LazyFrameQuery method) remaining_privacy_loss() (opendp.context.Context method) renyi_divergence() (in module opendp.measures) resolve() (opendp.context.Query method) (opendp.extras.polars.LazyFrameQuery method) rounds (opendp.extras.mbi.AIM attribute) RuntimeType (class in opendp.typing) S schema (opendp.extras.mbi.ContingencyTable attribute) select() (opendp.extras.polars.LazyFrameQuery method) select_seq() (opendp.extras.polars.LazyFrameQuery method) SensitivityMetric (class in opendp.typing) Sequential (class in opendp.extras.mbi) serialize() (in module opendp.mod) series_domain() (in module opendp.domains) SeriesDomain (class in opendp.mod) set_default_float_type() (in module opendp.typing) set_default_int_type() (in module opendp.typing) shape (opendp.extras.numpy.NPArrayDDomain attribute) size (opendp.extras.numpy.NPArray2Domain attribute) (opendp.mod.VectorDomain attribute) smoothed_max_divergence() (in module opendp.measures) sort() (opendp.extras.polars.LazyFrameQuery method) SortBy (class in opendp.extras.polars) space_of() (in module opendp.context) std() (opendp.extras.mbi.ContingencyTable method) sum() (opendp.extras.polars.DPExpr method) summarize() (opendp.extras.polars.LazyFrameQuery method) summarize_polars_measurement() (in module opendp.accuracy) symmetric_distance() (in module opendp.metrics) symmetric_id_distance() (in module opendp.metrics) SymmetricIdDistance (class in opendp.mod) synthesize() (opendp.extras.mbi.ContingencyTable method) T T (opendp.extras.numpy.NPArray2Domain attribute) (opendp.extras.numpy.NPArrayDDomain attribute) then_adaptive_composition() (in module opendp.combinators) then_alp_queryable() (in module opendp.measurements) then_b_ary_tree() (in module opendp.transformations) then_canonical_noise() (in module opendp.measurements) then_cast() (in module opendp.transformations) then_cast_default() (in module opendp.transformations) then_cast_inherent() (in module opendp.transformations) then_clamp() (in module opendp.transformations) then_count() (in module opendp.transformations) then_count_by() (in module opendp.transformations) then_count_by_categories() (in module opendp.transformations) then_count_distinct() (in module opendp.transformations) then_df_cast_default() (in module opendp.transformations) then_df_is_equal() (in module opendp.transformations) then_drop_null() (in module opendp.transformations) then_find() (in module opendp.transformations) then_find_bin() (in module opendp.transformations) then_fully_adaptive_composition() (in module opendp.combinators) then_gaussian() (in module opendp.measurements) then_gaussian_threshold() (in module opendp.measurements) then_geometric() (in module opendp.measurements) then_identity() (in module opendp.transformations) then_impute_constant() (in module opendp.transformations) then_impute_uniform_float() (in module opendp.transformations) then_index() (in module opendp.transformations) then_is_equal() (in module opendp.transformations) then_is_null() (in module opendp.transformations) then_laplace() (in module opendp.measurements) then_laplace_threshold() (in module opendp.measurements) then_lipschitz_float_mul() (in module opendp.transformations) then_mean() (in module opendp.transformations) then_metric_bounded() (in module opendp.transformations) then_metric_unbounded() (in module opendp.transformations) then_noise() (in module opendp.measurements) then_noise_threshold() (in module opendp.measurements) then_noisy_max() (in module opendp.measurements) then_noisy_top_k() (in module opendp.measurements) then_ordered_random() (in module opendp.transformations) then_private_expr() (in module opendp.measurements) then_private_lazyframe() (in module opendp.measurements) then_private_quantile() (in module opendp.measurements) then_quantile_score_candidates() (in module opendp.transformations) then_randomized_response_bitvec() (in module opendp.measurements) then_report_noisy_max_gumbel() (in module opendp.measurements) then_resize() (in module opendp.transformations) then_sequential_composition() (in module opendp.combinators) then_stable_expr() (in module opendp.transformations) then_stable_lazyframe() (in module opendp.transformations) then_sum() (in module opendp.transformations) then_sum_of_squared_deviations() (in module opendp.transformations) then_unordered() (in module opendp.transformations) then_user_measurement() (in module opendp.measurements) then_variance() (in module opendp.transformations) thresholds (opendp.extras.mbi.ContingencyTable attribute) Transformation (class in opendp.mod) transformation_check() (in module opendp.core) transformation_function() (in module opendp.core) transformation_input_carrier_type() (in module opendp.core) transformation_input_distance_type() (in module opendp.core) transformation_input_domain() (in module opendp.core) transformation_input_metric() (in module opendp.core) transformation_invoke() (in module opendp.core) transformation_map() (in module opendp.core) transformation_output_distance_type() (in module opendp.core) transformation_output_domain() (in module opendp.core) transformation_output_metric() (in module opendp.core) truncate_num_groups() (opendp.extras.polars.LazyFrameQuery method) truncate_per_group() (opendp.extras.polars.LazyFrameQuery method) two_sided_confidence_interval() (in module opendp.extras.numpy.canonical) two_sided_pvalue() (in module opendp.extras.numpy.canonical) type (opendp.mod.Domain attribute) (opendp.mod.Measure attribute) (opendp.mod.Metric attribute) U unit_of() (in module opendp.context) UnknownTypeException user_distance() (in module opendp.metrics) user_divergence() (in module opendp.measures) user_domain() (in module opendp.domains) V vector_domain() (in module opendp.domains) VectorDomain (class in opendp.mod) W weight (opendp.extras.mbi.Count attribute) weights (opendp.extras.mbi.Sequential attribute) wild_expr_domain() (in module opendp.domains) with_columns() (opendp.extras.polars.LazyFrameQuery method) with_columns_seq() (opendp.extras.polars.LazyFrameQuery method) with_keys() (opendp.extras.polars.LazyFrameQuery method) with_margin() (in module opendp.domains) wrap() (opendp.context.PartialChain class method) Z zero_concentrated_divergence() (in module opendp.measures)