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deployKF builds world-class data and machine learning platforms on any Kubernetes cluster, in any cloud or environment.

www.deploykf.org/

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deployKF

Your Open ML Platform

deployKF Logo


About deployKF

What is deployKF?

deployKF helps you build world-class data and machine learning platforms on any Kubernetes cluster, in any cloud or environment.

Our vision is that anyone with Kubernetes experience can effortlessly build and support a custom data and machine learning platform for their organization, without requiring specialized MLOps knowledge.

Why use deployKF?

By combining the ease of a managed service with the flexibility of a self-hosted solution; deployKF creates a platform tailored to your organization's needs, while not also requiring a team of MLOps experts to build and maintain it.

The key features of deployKF are:

  • Runs on any Kubernetes, including on-premises and in the cloud
  • Support for leading Data and MLOps tools including Kubeflow, Airflow†, and MLflow†
  • Intuitive centralized configs to manage all aspects of the platform
  • Seamless in-place upgrades and config rollouts
  • Connect with existing services like Istio and cert-manager, S3, and MySQL.
  • Native support for GitOps via ArgoCD

†Coming soon, see our current and future tools.

Video Introduction


Using deployKF

Getting Started

To help you get started with deployKF, we have prepared a number of guides:

Commercial Support

If you need commercial support for deployKF, please contact Aranui Solutions. Aranui Solutions is a US-based company founded by the creators of deployKF to help organizations build ML & Data Platforms on Kubernetes.

Support the Project

deployKF is a new and growing project. If you like what we are doing, please help others discover us by sharing the project with your colleagues and/or the wider community.

Also, we greatly appreciate GitHub Stars ⭐ on the deployKF/deployKF repository.

Star History Chart

Finally, please consider adding your organization to the deployKF Adopters list.


Other Resources

Release Information

For more information about our releases, please see:

Who maintains deployKF?

deployKF was originally created and is maintained by Mathew Wicks (GitHub: @thesuperzapper), a Kubeflow lead and maintainer of the popular Apache Airflow Helm Chart. deployKF is a community-led project that welcomes contributions from anyone who wants to help.

How are Kubeflow and deployKF related?

Kubeflow and deployKF are two different but related projects. For more details, please see our deployKF vs Kubeflow comparison.

Do you have a Slack or Mailing List?

Yes! For more information, please see our community page.

About

deployKF builds world-class data and machine learning platforms on any Kubernetes cluster, in any cloud or environment.

www.deploykf.org/

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Apache-2.0 license

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v0.0.1-test Latest
Jan 4, 2024

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