Installing Kubeflow

    This document provides information about setting up Kubeflow in various environments.

    It’s important that you have some knowledge of the following systems and tools:

    If you plan to deploy Kubeflow on an existing Kubernetes cluster, review these.

    Installing Kubeflow

    There are various ways to install Kubeflow. Choose one of the following optionsto suit your environment (desktop or server, existing Kubernetes cluster, or public cloud):

    • Installing Kubeflow on a desktop or server:

      • To use Kubeflow on Windows,follow the .
      • To use Kubeflow on MacOS,follow the MacOS deployment guide.
      • To use Kubeflow on Linux,follow the .

    • Installing Kubeflow on a existing Kubernetes cluster or a public cloud:

      • To install Kubeflow on a Kubernetes cluster, follow theguide to deploying Kubeflow on Kubernetes.
      • To use Kubeflow on Google Cloud Platform (GCP) and Kubernetes Engine (GKE),follow the . To use MiniKF (miniKubeflow) on GCP, follow the MiniKF on GCP guide.
      • To use Kubeflow on Microsoft Azure Kubernetes Service (AKS),follow the .
      • To use Kubeflow on IBM Cloud Private (ICP),follow the ICP deployment guide.

    Installing command line tools

    The following information is useful if you need or prefer to use command linetools for deploying and managing Kubeflow:

    • Download the kfctl binary from theKubeflow releases page.

    • Follow the kubectl installation and setup instructions from the .As described in the Kubernetes documentation, your kubectlversion must be within one minor version of the Kubernetes version that youuse in your Kubeflow cluster.

    See the Kubeflow troubleshooting guide.

    Next steps

    • Read the documentation for in-depth instructions on using Kubeflow.
    • Explore the for learning and trying out Kubeflow.