Seldon Core
mlops platform
ML deployment platform for Kubernetes
Supported languages
Concepts
seldon-deploymentspredictorsgraphsexplainers
Pros and Cons
Ventajas
- + Enterprise ML serving on K8s
- + A/B testing and canary
- + Multi-framework
- + Integrated explainability
- + Auto scaling
Desventajas
- - K8s complexity
- - Verbose configuration
- - Learning curve
Casos de Uso
- Model serving on Kubernetes
- Model A/B testing
- Canary deployments
- Multi-model serving