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Feel free to explore these projects and contribute to the ones that align with the REPA principles and can bring value to the ML REPA Community.


  • Add links to interesting open-source projects in ML and AI that apply good engineering practices, or helps to meet REPA principles
  • It would be awesome, if you add your project to the list!
Project Description
CML (Continuous Machine Learning) CI/CD for ML projects with GitHub Actions
DVC (Data Version Control) Version control for ML models, data, and experiments
EvidentlyAI ML model monitoring and analysis tool
Great Expectations Data validation and documentation for ML pipelines
Kedro Development workflow tool for reproducible ML projects
Kubeflow Machine Learning toolkit for Kubernetes
MLflow An open-source platform for managing the ML lifecycle