van der Schaar Lab

SyntheticData4ML Workshop at NeurIPS 2023 – Open Source Software

Our Synthcity project is an open-source initiative to create a software platform for innovative use cases of synthetic data in ML fairness, privacy, and augmentation across diverse tabular data modalities, including static data, regular and irregular time series, data with censoring, multi-source data, composite data, and more.

Synthcity provides the practitioners with a single access point to cutting edge research in diverse problems settings. It offers the community a playground for rapid experimentation and prototyping, a one-stop-shop for SOTA benchmarks, and an opportunity for extending research impact.

Join our Open Source Community!

You can find all information in our white paperhttps://arxiv.org/abs/2301.07573

The library can be accessed on GitHubhttps://github.com/vanderschaarlab/synthcity

As well as on pip: https://pypi.org/project/synthcity/