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Kubeflow is a machine learning toolkit for Kubernetes, designed to make deployments of machine learning workflows on Kubernetes simple, portable, and scalable. It leverages Kubernetes' ability to orchestrate complex, distributed systems.

Key Features
Kubernetes-native support
Scalable machine learning pipelines
Multi-framework support