Welcome to the SDV!
The SDV offers multiple machine learning models -- ranging from classical statistical methods (Copulas) to deep learning methods (GANs).
Generate data for single tables, multiple connected tables or sequential tables.
Compare the synthetic data to the real data against a variety of measures. Diagnose problems and generate a quality report to get more insights.
You can control data processing to improve the quality of synthetic data. Choose from different types of anonymization and define business rules in the form of logical constraints.
Use the SDV package to get fully integrated solution and your one-stop shop for synthetic data. Or, use the standalone libraries for specific needs.