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SmartNoise Synth

SmartNoise-Synth is a privacy-preserving synthetic data generation tool developed by OpenDP. It utilises advanced algorithms to generate realistic synthetic data while preserving privacy and ensuring statistical accuracy, making it valuable for research and analysis in sensitive domains like healthcare and finance.

You can follow the official Smartnoise-Synth for all the function signatures and methods.

We have wrapped the snsynth library to support PrivateDataframe with minimal change to the existing function signatures and methods for a smooth transition if you have already worked with SmartNoise-Synth.

Import the library as follows:

%%ag
import op_snsynth

Currently, we support all the functionality of SmartNoise-Synth in the op_snsynth package with same module names and function signatures.