SDMetrics Official Documentation, DataCebo, 2023 (DataCebo) - Official documentation for the SDMetrics library, an open-source framework for evaluating synthetic tabular data. It details various fidelity, utility, and privacy metrics.
Apache Airflow Documentation, The Apache Software Foundation, 2023 - The official documentation for Apache Airflow, a platform to programmatically author, schedule, and monitor workflows, highly relevant for building scalable automated evaluation pipelines.
Synthetic Data: A Survey From Augmentation to Generation and Privacy, Yuwei Zhang, Jiannan Yang, Yunlong Zhang, Qingrui Zhang, Yang Liu, 2023IEEE Transactions on Knowledge and Data Engineering, Vol. 36 (IEEE)DOI: 10.1109/TKDE.2023.3283626 - A recent survey providing an extensive overview of synthetic data generation techniques, evaluation methodologies, and privacy considerations, offering an academic perspective for automated evaluation.