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Welcome to the SynthGauge Documentation

SynthGauge is a Python library to evaluate synthetically generated data.

The library provides a range of metrics and visualisations for assessing and comparing distributions of features between real and synthetic data.

At its core is the Evaluator class, which provides a consistent interface for applying a range of metrics to the data. By creating several Evaluator instances, you can easily evaluate synthetic data generated from a range of methods in a consistent and comparable manner.

Use the menu on the left to navigate the documentation. The source code for SynthGauge is available on the Office for National Statistics Data Science Campus GitHub page.