Quickstart

To get started, we created 4 notebooks to guide you through the generation of synthetic data, their associated utility and privacy reports and the hyperparameters tuning.

• Synthetic data generation

• Utility report

• Privacy report

• Tune hyperparameters

To get the average summary metrics results for both utility and privacy at once, see the combined report notebook.

To compare several synthetic datasets with respect to a list of metrics, see the metareport notebook.

The notebooks are based on the Breast Wisconsin Cancer WBCD dataset.

The original notebooks can be found in the notebooks/ folder on Github.