Data-Centric-AI-Community/awesome-data-centric-ai

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

55
/ 100
Established

This is a curated collection of resources for anyone developing or managing AI systems. It helps practitioners improve their AI outcomes by focusing on the quality and characteristics of the data used, rather than just the AI model itself. It offers tools and tutorials for tasks like understanding data, creating realistic synthetic data, and accurately labeling data, benefitting data scientists, machine learning engineers, and data quality specialists.

345 stars.

Use this if you are building or deploying AI models and want to improve their performance and reliability by systematically enhancing your datasets.

Not ideal if you are looking for specific AI model architectures or algorithms, as this focuses on data-related aspects rather than model development.

data-quality machine-learning-operations data-labeling synthetic-data-generation exploratory-data-analysis
No Package No Dependents
Maintenance 10 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 19 / 25

How are scores calculated?

Stars

345

Forks

47

Language

Jupyter Notebook

License

MIT

Last pushed

Feb 10, 2026

Commits (30d)

0

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