Seldon
Enterprise ML deployment and monitoring platform on Kubernetes
About Seldon
Seldon provides enterprise ML deployment on Kubernetes with model serving, A/B testing, canary deployments, and explainability. Seldon Core (open-source) and Seldon Deploy (enterprise).
Best for
Best for enterprises deploying ML models on Kubernetes with A/B testing and governance
Pros & Cons
Pros
- Enterprise ML deployment on Kubernetes
- A/B testing and canary deployment support
- Explainability built in
Cons
- Requires Kubernetes expertise
- Enterprise features behind paid license
- Complex for simple deployments
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