Customizations

Customize your synthesizer for better quality synthetic data. The guides in this section walk you through the programmable options available in the SDV.

Constraints**

Add logical rules to the synthesizer. Capture business logic that may be hard for machine learning to capture on its own.

Transform & Anonymize

Control the pre- and post-processing steps for your data. This also includes anonymizing sensitive data.

**Limited functionality available. Constraints currently capture rules between columns, not inter-row dependencies. Constraints can only be applied on columns that all contextual or all non-contextual.