differential-privacy/lib/sensitivity.d.ts

Implements Global Differential Privacy for almost any numeric function

import { SensitiveFunction, NewShadowDatasetIterator } from './types';
import Decimal from 'decimal.js';
export declare function calculateSensitivity<DATASET>(func: SensitiveFunction<DATASET>, newSubsetIter: NewShadowDatasetIterator<DATASET>, dataset: DATASET, maxConcurrencyCount: number): Promise<Decimal>;