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The Kubeflow makes AI/ML on Kubernetes simple, portable and scalable.

Documentation

Please refer to the official docs at kubeflow.org.

Kubeflow Components

The Kubeflow ecosystem is composed of multiple open-source projects for each stage in the ML lifecycle.

Learn more about each project in the Kubeflow documentation.

Please use the following GitHub repositories to open issues and pull requests for the different Kubeflow components:

Component Source Code
KServe kserve/kserve
Kubeflow Katib kubeflow/katib
Kubeflow Model Registry kubeflow/model-registry
Kubeflow MPI Operator kubeflow/mpi-operator
Kubeflow Notebooks kubeflow/notebooks
Kubeflow Pipelines kubeflow/pipelines
Kubeflow Spark Operator kubeflow/spark-operator
Kubeflow Training Operator kubeflow/training-operator

If you want to open issue or pull request for the Kubeflow Platform components:

  • Use the kubeflow/manifests GitHub repository for the Kubeflow Manifests.
  • Use the kubeflow/dashboard GitHub repository for the Kubeflow Profile Controller, Central Dashboard, CRUD Web Apps, PVC Viewer, PodDefault, and Access Management components.

If you have questions about Kubeflow community or Kubeflow ecosystem, please use the kubeflow/community GitHub repository.

Kubeflow Community

Every Kubeflow component is maintained by Kubeflow working group (WG) leads.

Learn more about Kubeflow community and WG in this guide.

Kubeflow's Projects

blog icon blog

Kubeflow blog based on fastpages

common icon common

Common APIs and libraries shared by other Kubeflow operator repositories.

community icon community

Information about the Kubeflow community including proposals and governance information.

example-seldon icon example-seldon

Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core

examples icon examples

A repository to host extended examples and tutorials

fairing icon fairing

Python SDK for building, training, and deploying ML models

internal-acls icon internal-acls

Repository used to main group ACLs used by Kubeflow developers

katib icon katib

Automated Machine Learning on Kubernetes

kfctl icon kfctl

kfctl is a CLI for deploying and managing Kubeflow

kubeflow icon kubeflow

Machine Learning Toolkit for Kubernetes

metadata icon metadata

Repository for assets related to Metadata.

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