Awesome Synthetic Data

A list of tools, papers and datasets on synthetic data generations and use!

Contents

• Featured (new releases)
• Tools

Featured

• DeepFabric - Create large-scale synthetic training data for model distillation and fine-tuning of LLMs.

Tools

• CTGAN - Conditional GAN for generating synthetic tabular data.

• DoppelGANger - Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

• synner - Generating Realistic Synthetic Data

• SDV - Synthetic data generation for tabular data

• TGAN - Generative adversarial training for generating synthetic tabular data.

• MirrorDataGenerator - MirrorDataGenerator is a python tool that generates synthetic data based on user-specified causal relations

• plaitpy - plait.py - a fake data modeler

Contributing

Contributions of any kind welcome, just follow the guidelines!

Contributors

Thanks goes to these contributors!