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MLflow Server

MLflow server. Key features

  • MLflow UI
  • MLflow tracking server
  • MLflow model registry
  • PostgreSQL backend store
  • Running on Kubernetes
  • One click deployment on staroid.

Run

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Development

Run locally with skaffold command.

$ skaffold dev --port-forward -p minikube

and browse http://localhost:5000

Clean up

It creates secret mlflow-ssh-key dynamically. Skaffold does not remove this one. Clean up resource with

$ kubectl delete secret mlflow-ssh-key

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