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SDNist: Synthetic Data Report Tool

This iteration of the SDNist library (v1.4) is focused on generating reports that compare synthetic data to the NIST Diverse Community ExcerptsThe synthetic data report evaluates utility and privacy of a given synthetic dataset and generates a summary quality report with performance of a synthetic dataset enumerated and illustrated for each utility and privacy metric.


SDNist v1.4 does not support the Temporal Map Challenge environment. To run the testing environment from the NIST PSCR Differential Privacy Temporal Map Challenge for the Chicago Taxi data sprint or the American Community Survey sprint, please go to the Temporal Map Challenge assets repository.


Created December 20, 2022, Updated June 6, 2023