Synthcity

Tired of generating synthetic corgis❓🐶 🌟 Check out Synthcity, a library for generating and benchmarking synthetic tabular data. https://github.com/vanderschaarlab/synthcity #syntheticdata #tabulardata #privacy 🚀 Synthcity includes a wide range of algorithms for various use cases, such as: - tabular data(CTGAN, TVAE, Bayesian Networks etc) - survival analysis(SurvivalGAN etc). - time series(Fourier Flows, TimeGAN, etc.). - privacy-focused(DP-GAN, PATEGAN, AdsGAN, DECAF). - domain adaptation(RadialGAN). 🔍 Synthcity supports benchmarking multiple algorithms, testing data quality, downstream performance, statistical fidelity, and privacy metrics. 🌀 Give it a try: - Library: https://github.com/vanderschaarlab/synthcity - Tutorial: https://colab.research.google.com/drive/1Vr2PJswgfFYBkJCm3hhVkuH-9dXnHeYV?usp=sharing - Docs: https://synthcity.readthedocs.io/