Projects¶
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.
Info
- 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 |