MLflow: An Open Source Machine Learning Platform

Re:MLflow: An Open Source Machine Learning Platform by TheIronYuppie on Tuesday June 05, 2018 @06:17PM (#17242563)

I would imagine Kubeflow (https://github.com/kubeflow/kubeflow) would be complimentary (e.g. run MLFlow on top of it) - they claim platform neutrality.

Disclosure: I work at Google on Kubeflow.

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Re:MLflow: An Open Source Machine Learning Platform by ddutta on Wednesday June 06, 2018 @03:47AM (#17245134)

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.

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Re:MLflow: An Open Source Machine Learning Platform by xianghonglee on Wednesday June 06, 2018 @07:50AM (#17246198)

the mlflow now suport ml lifecycly management?I think we can find a way to combinate kubeflow and mlflow

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