This category evaluates your project’s ability to be deployed in the real world.

It is not yet implemented, but may contain rules about Dockerfiles and configurability, among others.

Recommendations:

  • SeldonCore - An open source platform to deploy your machine learning models on Kubernetes at massive scale. Seldon handles scaling to thousands of production machine learning models and provides advanced machine learning capabilities out of the box including Advanced Metrics, Request Logging, Explainers, Outlier Detectors, A/B Tests, Canaries and more.