{ "arguments": { "data": { "type_value": "Array", "description": "Data for which you would like the kth raw moments. Atomic data type must be float." }, "lower": { "type_value": "Array", "default_python": "None", "default_rust": "None", "description": "Estimated minimum possible value of the statistic. Only useful for the snapping mechanism." }, "upper": { "type_value": "Array", "default_python": "None", "default_rust": "None", "description": "Estimated maximum possible value of the statistic. Only useful for the snapping mechanism." } }, "id": "DPRawMoment", "name": "dp_raw_moment", "options": { "order": { "type_proto": "uint32", "type_rust": "u32", "description": "Integer statistical moment indicator." }, "mechanism": { "type_proto": "string", "type_rust": "String", "default_python": "\"Automatic\"", "default_rust": "String::from(\"Automatic\")", "description": "Privatizing mechanism to use. Value must be one of [`Automatic`, `Laplace`, `Snapping`, `Gaussian`, `AnalyticGaussian`]." }, "privacy_usage": { "type_proto": "repeated PrivacyUsage", "type_rust": "Vec", "default_python": "None", "description": "Object describing the type and amount of privacy to be used for the mechanism release. Atomic data type value must be float. Example value: {'epsilon': 0.5}" } }, "return": { "type_value": "Array", "description": "Differentially private sample estimate of kth raw moment for each column of the data." }, "description": "Returns differentially private sample estimate of a raw moment for each column of the data.", "proto_id": 15 }