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!
|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|