Google Vizier: A Service for Black-Box Optimization 8 years ago
Another open source tool for hyperparameter optimization inspired by Vizier https://github.com/kubeflow/katib
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ddutta
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MLflow: An Open Source Machine Learning Platform 8 years ago
Yes, Kubeflow is a vey promising platform for ml lifecycle management on kubernetes. The combination of kubernetes, istio and kubeflow could enable other higher layer workflow tools (mlflow, h2o etc). This space is early.