This workshop is for educational purpose, please contact [email protected] if you want to introduce kubeflow to your orgainzation.
we have listed few good-for-beginner pipelines to get started, please check Pipeline folder
We have listed some tutorials on how advanced use kubeflow and it's components, please check Tutorials folder
We put our slides from invited talks and workshops under here
CPU: 4 Core+
Memory: 16G+
Gpu: Optional
- multikf: a simplified cli tool to install one or many kubeflow clusters in the same host.
To simplify the installation process, we use root to install everthing (although it is NOT recommended using in production environment, use it on your own risk)
To install kubeflow, you need to have a running kubernetes cluster, either an existing running one or you can just create one. In this example, we provides both minikube installation and kind installation for creating a cluster, you can just pick either one.
Since KinD use containerd not dockerd as its runtime, so we have to use emissary as Kubeflow/Pipeline's default executor.) See script below to replace its default runtime executor (tested in v1.4)
We then install kubeflow on the cluster we just created.
- kubeflow-v1.2 -- out of dated
- kubeflow-v1.3
- kubeflow-v1.4
We have scrips to Windows user to install kubeflow, please noted that you have to use Windows 10 Pro or later version which supports Hyper-V.