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+# Kubeflow Katib
[](https://github.com/kubeflow/katib/actions/workflows/test-go.yaml?branch=master)
[](https://coveralls.io/github/kubeflow/katib?branch=master)
[](https://goreportcard.com/report/github.com/kubeflow/katib)
[](https://github.com/kubeflow/katib/releases)
[](https://www.kubeflow.org/docs/about/community/#kubeflow-slack-channels)
+[](https://www.bestpractices.dev/projects/9941)
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-Katib is a Kubernetes-native project for automated machine learning (AutoML).
+Kubeflow Katib is a Kubernetes-native project for automated machine learning (AutoML).
Katib supports
[Hyperparameter Tuning](https://en.wikipedia.org/wiki/Hyperparameter_optimization),
[Early Stopping](https://en.wikipedia.org/wiki/Early_stopping) and