Open source platform for the ML lifecycle including experimentation, reproducibility, and deployment

Machine learning toolkit for Kubernetes

Git for data and models - version control for ML projects

Framework for real-life data science and ML engineering by Netflix

Extensible, open-source MLOps framework for production-ready ML pipelines

Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes

Modern workflow orchestration for data and ML pipelines

End-to-end MLOps suite for managing experiments, orchestrating workflows, and deploying models