README.md

deployKF

Your Open ML Platform

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About deployKF

What is deployKF?

deployKF builds machine learning platforms on Kubernetes.
We combine the best of Kubeflow, Airflow^†, and MLflow^† into a complete platform that is easy to deploy and maintain.

_{^{†Coming soon, see our current and future tools.}}

Why use deployKF?

deployKF combines the ease of a managed service with the flexibility of a self-hosted solution.

Our goal is that any Kubernetes user can build a machine learning platform for their organization, without needing specialized MLOps knowledge, or a team of experts to maintain it.

The key features of deployKF are:

• Run on any Kubernetes cluster, including on-premises and in the cloud
• Intuitive centralized configs for all aspects of the platform
• Seamless in-place upgrades and config updates
• Connect your existing Istio, cert-manager, Kyverno, S3, and MySQL
• Use any identity provider via OpenID Connect or LDAP
• Native support for GitOps with ArgoCD

Video Introduction

Title: deployKF: A better way to deploy Kubeflow (and more)
Event: Kubeflow Summit 2023

Featured Stories

We are always excited to see how and where deployKF is being used!

Here are some stories of deployKF being used in the wild:

Organization	Article / Video
Cloudflare	A look inside the Cloudflare ML Ops platform

_{^{Have a story to share? Let us know!}}

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Using deployKF

Getting Started

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

• ⭐ Getting Started - learn how to run deployKF anywhere
• Local Quickstart - try deployKF on your local machine
• Migrate from Kubeflow Distributions - how and why to migrate from other Kubeflow distributions

Release Information

For more information about our releases, please see:

• Version Matrix
• Changelog

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.

We greatly appreciate GitHub Stars ⭐ on the deployKF/deployKF repository:

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Other Resources

Commercial Support

To discuss commercial support options for deployKF, please connect with Aranui Solutions, the company started by the creators of deployKF. Learn more on the Aranui Solutions Website.

Community

The deployKF community uses the Kubeflow Slack for informal discussions among users and contributors.

Please see our community page for more information.

History of 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.