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The guides in this section give detailed information about using Kubeflow and its components.

For best understanding of the guides, it’s useful to have some knowledge of the following systems: * Kubernetes * TensorFlow * ksonnet

Kubeflow requirements

  • ksonnet version 0.11.0 or later. See the ksonnet component page for an explanation of why we use ksonnet.
  • An existing Kubernetes cluster using Kubernetes 1.8 or later:
    • A minimum of 0.6 CPU in cluster (Reserved for 3 replicated ambassador pods and according to your need add additional CPUs)
    • Node with storage >= 10 GB (Due to the ML libraries and third party packages being bundled in Kubeflow Docker images)