open-datastudio/mlflow-server

MLflow server

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.

Articles

• How Open Data Studio Jupyter notebook connects MLflow server - step by step instruction how to use with Jupyter notebook and how it works underneath.

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