{"id":13708736,"url":"https://github.com/deployKF/deployKF","last_synced_at":"2025-05-06T15:31:04.200Z","repository":{"id":143570962,"uuid":"614078982","full_name":"deployKF/deployKF","owner":"deployKF","description":"deployKF builds machine learning platforms on Kubernetes. 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Projects"],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003e\n  \u003ca href=\"https://www.deploykf.org/\"\u003edeployKF\u003c/a\u003e\n\u003c/h1\u003e\n\n\u003cdiv align=\"center\"\u003e\n  \u003ch3\u003eYour Open ML Platform\u003c/h3\u003e\n\u003c/div\u003e\n\n\u003c!-- NOTE: we use this strange picture tag to prevent github making the image clickable --\u003e\n\u003cdiv align=\"center\"\u003e\n  \u003cpicture\u003e\n    \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/deploykf-color.svg\"\u003e\n    \u003csource media=\"(prefers-color-scheme: light)\" srcset=\"https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/deploykf-color.svg\"\u003e\n    \u003cimg alt=\"deployKF Logo\" src=\"https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/deploykf-color.svg\" width=\"140\"\u003e\n  \u003c/picture\u003e\n\u003c/div\u003e\n\n\u003cbr\u003e\n\n\u003cdiv align=\"center\"\u003e\n  \u003ca href=\"https://github.com/deployKF/deployKF/stargazers\"\u003e\n    \u003cimg alt=\"GitHub Stars\" src=\"https://img.shields.io/github/stars/deployKF/deployKF?style=for-the-badge\u0026color=ffcb2f\u0026label=Support%20us%20with%20a%20%E2%AD%90%20on%20GitHub\" /\u003e\n  \u003c/a\u003e\n\u003c/div\u003e\n\n\u003chr\u003e\n\u003cbr\u003e\n\n# About deployKF\n\n\u003cdiv\u003e\n  \u003ca href=\"https://github.com/deployKF/deployKF/releases\"\u003e\n    \u003cimg alt=\"Downloads\" src=\"https://img.shields.io/github/downloads/deployKF/deployKF/total?style=flat-square\u0026color=28a745\" /\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/deployKF/deployKF/fork\"\u003e\n    \u003cimg alt=\"Contributors\" src=\"https://img.shields.io/github/forks/deployKF/deployKF?style=flat-square\u0026color=28a745\" /\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/deployKF/deployKF/graphs/contributors\"\u003e\n    \u003cimg alt=\"Contributors\" src=\"https://img.shields.io/github/contributors/deployKF/deployKF?style=flat-square\u0026color=28a745\" /\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/deployKF/deployKF/blob/master/LICENSE\"\u003e\n    \u003cimg alt=\"License\" src=\"https://img.shields.io/github/license/deployKF/deployKF?style=flat-square\u0026color=28a745\" /\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/deployKF/deployKF/releases\"\u003e\n    \u003cimg alt=\"Latest Release\" src=\"https://img.shields.io/github/v/release/deployKF/deployKF?style=flat-square\u0026color=6f42c1\u0026label=latest%20release\" /\u003e\n  \u003c/a\u003e\n\u003c/div\u003e\n\n## What is deployKF?\n\n\u003e [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/deploykf-color.svg' width='20'\u003e __deployKF__](https://www.deploykf.org/) builds machine learning platforms on __Kubernetes__.\n\u003e \u003cbr\u003e\n\u003e We combine the best of\n\u003e  [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/kubeflow-color.svg' width='20'\u003e __Kubeflow__](https://www.deploykf.org/reference/tools/#kubeflow-ecosystem),\n\u003e  [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/airflow-color.svg' width='20'\u003e __Airflow__](https://www.deploykf.org/reference/future-tools/#apache-airflow)\u003csup\u003e†\u003c/sup\u003e, and \n\u003e  [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/mlflow-color.svg' width='20'\u003e __MLflow__](https://www.deploykf.org/reference/future-tools/#mlflow-model-registry)\u003csup\u003e†\u003c/sup\u003e\n\u003e into a complete platform that is easy to deploy and maintain.\n\u003e\n\u003e \u003csub\u003e\u003csup\u003e†\u003c/sup\u003e\u003csup\u003eComing soon, see our [current](https://www.deploykf.org/reference/tools/) and [future](https://www.deploykf.org/reference/future-tools/) tools.\u003c/sup\u003e\u003c/sub\u003e\n\n## Why use deployKF?\n\n\u003e deployKF combines the _ease of a managed service_ with the flexibility of a self-hosted solution. \n\u003e\n\u003e Our goal is that __any Kubernetes user__ can build a machine learning platform for their organization, \n\u003e without needing specialized MLOps knowledge, or a team of experts to maintain it.\n\u003e\n\u003e The key features of deployKF are:\n\u003e\n\u003e - Run on [__any Kubernetes cluster__](https://www.deploykf.org/guides/getting-started/#kubernetes-cluster), including on-premises and in the cloud\n\u003e - Intuitive [__centralized configs__](https://www.deploykf.org/guides/values/#overview) for all aspects of the platform\n\u003e - Seamless [__in-place upgrades__](https://www.deploykf.org/guides/upgrade/#overview) and config updates\n\u003e - Connect your existing\n\u003e    [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/istio-color.svg' width='20'\u003e __Istio__](https://www.deploykf.org/guides/dependencies/istio/#can-i-use-my-existing-istio),\n\u003e    [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/cert-manager-color.svg' width='20'\u003e __cert-manager__](https://www.deploykf.org/guides/dependencies/cert-manager/#can-i-use-my-existing-cert-manager),\n\u003e    [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/kyverno-color.svg' width='20'\u003e __Kyverno__](https://www.deploykf.org/guides/dependencies/kyverno/#can-i-use-my-existing-kyverno),\n\u003e    [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/s3-color.svg' width='20'\u003e __S3__](https://www.deploykf.org/guides/tools/external-object-store/),\n\u003e    and [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/mysql-color.svg' width='20'\u003e __MySQL__](https://www.deploykf.org/guides/tools/external-mysql/)\n\u003e - Use any [__identity provider__](https://www.deploykf.org/guides/platform/deploykf-authentication/) via _OpenID Connect_ or _LDAP_\n\u003e - Native support for [__GitOps with ArgoCD__](https://www.deploykf.org/guides/dependencies/argocd/#how-does-deploykf-use-argo-cd)\n\n## Video Introduction\n\n\u003e \u003cdiv\u003e\n\u003e   \u003ca href=\"https://www.youtube.com/watch?v=GDX4eLL_8E0\" target=\"_blank\" rel=\"noopener\"\u003e\n\u003e     \u003cimg src=\"https://i.ytimg.com/vi/GDX4eLL_8E0/maxresdefault.jpg\" width=\"720\" /\u003e\n\u003e   \u003c/a\u003e\n\u003e   \u003cdiv\u003e\n\u003e     \u003cb\u003eTitle\u003c/b\u003e: deployKF: A better way to deploy Kubeflow (and more)\n\u003e     \u003cbr\u003e\n\u003e     \u003cb\u003eEvent\u003c/b\u003e: Kubeflow Summit 2023\n\u003e   \u003c/div\u003e\n\u003e \u003c/div\u003e\n\n## Featured Stories\n\n\u003e We are always excited to see __how and where__ deployKF is being used!\n\u003e\n\u003e Here are some stories of deployKF being used in the wild:\n\u003e\n\u003e Organization | Article / Video\n\u003e --- | ---\n\u003e \u003cpicture\u003e\u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/cloudflare-color.svg\"\u003e\u003csource media=\"(prefers-color-scheme: light)\" srcset=\"https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/cloudflare-color.svg\"\u003e\u003cimg src=\"https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/cloudflare-color.svg\" width=\"20\"\u003e\u003c/picture\u003e Cloudflare | [_A look inside the Cloudflare ML Ops platform_](https://blog.cloudflare.com/mlops/)\n\u003e\n\u003e \u003csub\u003e\u003csup\u003e\n\u003e   \u003cem\u003eHave a story to share? [Let us know](https://www.deploykf.org/about/community/#contact-us)!\u003c/em\u003e\n\u003e \u003c/sup\u003e\u003c/sub\u003e\n\n---\n\n\u003cbr\u003e\n\n# Using deployKF\n\n## Getting Started\n\n\u003e To help you get started with deployKF, we have prepared a number of guides:\n\u003e \n\u003e - [⭐ __Getting Started__](https://www.deploykf.org/guides/getting-started/) - learn how to run deployKF anywhere\n\u003e - [Local Quickstart](https://www.deploykf.org/guides/local-quickstart/) - try deployKF on your local machine\n\u003e - [Migrate from Kubeflow Distributions](https://www.deploykf.org/guides/kubeflow-distributions/) - how and why to migrate from other Kubeflow distributions\n\n## Release Information\n\n\u003e For more information about our releases, please see:\n\u003e \n\u003e - [Version Matrix](https://www.deploykf.org/releases/version-matrix/)\n\u003e - [Changelog](https://www.deploykf.org/releases/changelog-deploykf/)\n\n## Support the Project\n\n\u003e deployKF is a new and growing project. \n\u003e If you like what we are doing, please help others discover us by __sharing the project__ with your colleagues and/or the wider community.\n\u003e \n\u003e We greatly appreciate GitHub Stars ⭐ on the `deployKF/deployKF` repository:\n\u003e \n\u003e \u003cpicture\u003e\n\u003e   \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://api.star-history.com/svg?repos=deploykf/deploykf\u0026type=Date\u0026theme=dark\" /\u003e\n\u003e   \u003csource media=\"(prefers-color-scheme: light)\" srcset=\"https://api.star-history.com/svg?repos=deploykf/deploykf\u0026type=Date\" /\u003e\n\u003e   \u003cimg alt=\"Star History Chart\" src=\"https://api.star-history.com/svg?repos=deploykf/deploykf\u0026type=Date\" width=\"600\" /\u003e\n\u003e \u003c/picture\u003e\n\n---\n\n\u003cbr\u003e\n\n# Other Resources\n\n## Commercial Support\n\n\u003e To discuss commercial support options for deployKF, please connect with [\u003cimg src='https://raw.githubusercontent.com/deployKF/website/main/overrides/.icons/custom/aranui-solutions-color.svg' width='20'\u003e __Aranui Solutions__](https://www.aranui.solutions/), the company started by the creators of deployKF.\n\u003e Learn more on the [Aranui Solutions Website](https://www.aranui.solutions/).\n\n## Community\n\n\u003e The deployKF community uses the __Kubeflow Slack__ for informal discussions among users and contributors.\n\u003e\n\u003e Please see our [community page](https://www.deploykf.org/about/community/#slack) for more information.\n\n## History of deployKF\n\n\u003e deployKF was originally created and is maintained by [Mathew Wicks](https://www.linkedin.com/in/mathewwicks/) (GitHub: [@thesuperzapper](https://github.com/thesuperzapper)), a Kubeflow lead and maintainer of the popular [Apache Airflow Helm Chart](https://github.com/airflow-helm/charts).\n\u003e deployKF is a community-led project that welcomes contributions from anyone who wants to help.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FdeployKF%2FdeployKF","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FdeployKF%2FdeployKF","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FdeployKF%2FdeployKF/lists"}