This repository contains Python implementations fo the two key algorithms from the following paper:
Michael Hay and Vibhor Rastogi and Gerome Miklau and Dan Suciu. "Boosting the Accuracy of Differentially-Private Histograms Through Consistency," Proceedings of the VLDB Endowment, 2010.