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It would be good if there would be some instructions on the kale github site on how to get kale working right now with kubeflow 1.3.0. I found a solution on kubeflow/pipelines#4440 (comment). It now appears to work with kubeflow 1.3, istio 1.9, and kubernetes 1.21.0. This is however something I would have never thought of my self, so it would be great to add this to the documentation until a better solution is available (kubeflow/pipelines#5138).
Kubeflow & Kale simplify building better ML Pipelines with automatic hyperparameter tuning | Kubeflow
Running pipelines at scale has never been easier.
https://blog.kubeflow.org/integrations/2020/07/10/kubeflow-kale.html
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