dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data Generation

Sofiane Mahiou, Kai Xu, Georgi Ganev

We propose a general, flexible, and scalable framework dpart, an open source Python library for differentially private synthetic data generation. Central to the approach is autoreg…