SDMetrics

SDMetrics is an open-source Python library developed by DataCebo (part of the Synthetic Data Vault project) for evaluating the quality and efficacy of synthetic datasets. It provides a variety of metrics to compare synthetic data against real data across aspects like quality, privacy, and utility, and includes tools for generating comprehensive visual reports. The library is model-agnostic, allowing evaluation of synthetic data generated by any model. The current version is 0.28.0, with active and frequent releases.