[][src]Module smartnoise_validator::docs::components

All of the components available in the library are listed below. The components may be strung together in arbitrary directed graphs (called analyses), and only verifiably DP analyses and data are released.

Component IDBindings NameInputs
Absabsdata
Addaddleft, right
Castcastatomic_type, data, lower, true_label, upper
Clampclampcategories, data, lower, null_value, upper
ColumnBindcolumn_bind
Countcountdata, distinct
Covariancecovariancedata, finite_sample_correction, left, right
Digitizedigitizedata, edges, inclusive_left, null_value
Dividedivideleft, right
DPCountdp_countdata, distinct, lower, mechanism, privacy_usage, upper
DPCovariancedp_covariancedata, finite_sample_correction, left, lower, mechanism, privacy_usage, right, upper
DPGumbelMediandp_gumbel_mediandata, enforce_constant_time, lower, privacy_usage, upper
DPHistogramdp_histogramcategories, data, edges, inclusive_left, lower, mechanism, null_value, privacy_usage, upper
DPLinearRegressiondp_linear_regressiondata_x, data_y, implementation, k, lower_intercept, lower_slope, privacy_usage, upper_intercept, upper_slope
DPMaximumdp_maximumcandidates, data, lower, mechanism, privacy_usage, upper
DPMeandp_meandata, implementation, lower, mechanism, privacy_usage, upper
DPMediandp_mediancandidates, data, interpolation, lower, mechanism, privacy_usage, upper
DPMinimumdp_minimumcandidates, data, lower, mechanism, privacy_usage, upper
DPQuantiledp_quantilealpha, candidates, data, interpolation, lower, mechanism, privacy_usage, upper
DPRawMomentdp_raw_momentdata, lower, mechanism, order, privacy_usage, upper
DPSumdp_sumdata, lower, mechanism, privacy_usage, upper
DPVariancedp_variancedata, finite_sample_correction, lower, mechanism, privacy_usage, upper
Equalequalleft, right
ExponentialMechanismexponential_mechanismcandidates, privacy_usage, utilities
Filterfilterdata, mask
GaussianMechanismgaussian_mechanismanalytic, data, privacy_usage
GreaterThangreater_thanleft, right
Histogramhistogramcategories, data, edges, inclusive_left, null_value
Imputeimputecategories, data, distribution, lower, null_values, scale, shift, upper, weights
Indexindexdata, indices, mask, names
LaplaceMechanismlaplace_mechanismdata, privacy_usage
LessThanless_thanleft, right
Literalliteral
Loglogbase, data
Andlogical_andleft, right
Orlogical_orleft, right
Mapmapcomponent
Materializematerializecolumn_names, file_path, public, skip_row
Maximummaximumcandidates, data
Meanmeandata
Medianmediancandidates, data
Minimumminimumcandidates, data
Modulomoduloleft, right
Multiplymultiplyleft, right
Negatenegatedata
Negativenegativedata
Partitionpartitionby, data, num_partitions
Powerpowerdata, radical
Quantilequantilealpha, candidates, data, interpolation
RawMomentraw_momentdata, order
Reshapereshapedata, layout, shape, symmetric
Resizeresizecategories, data, distribution, lower, minimum_rows, number_columns, number_rows, sample_proportion, scale, shift, upper, weights
RowMaxrow_maxleft, right
RowMinrow_minleft, right
SimpleGeometricMechanismsimple_geometric_mechanismdata, lower, privacy_usage, upper
SnappingMechanismsnapping_mechanismbinding_probability, data, lower, privacy_usage, upper
Subtractsubtractleft, right
Sumsumdata
TheilSentheil_sendata_x, data_y, implementation, k
ToBoolto_booldata, true_label
ToDataframeto_dataframedata, names
ToFloatto_floatdata
ToIntto_intdata, lower, upper
ToStringto_stringdata
Unionunionflatten
Variancevariancedata, finite_sample_correction