Best Synthetic Data GitHub Repositories

Python Toolkit for Causal and Probabilistic Reasoning

🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools.

Database anonymization and test data management

Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.

Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖

Metrics to evaluate quality and efficacy of synthetic datasets.

Compile organizational policy into verifiable decision training data.