Global InformationKubeflow information
 | A major contributor to this article appears to have a close connection with its subject. (September 2022) |
 | |
| Original author(s) | |
|---|---|
| Developer(s) | Kubeflow Contributors[1] - AWS, Bloomberg, Google, IBM, NVIDIA, Nutanix, Red Hat, Arrikto, and others |
| Initial release | April 5, 2018[2] |
| Stable release | 1.8[3]
/ November 1, 2023 |
| Repository | github |
| Written in | Go, Python |
| Platform | Kubernetes |
| Type | Machine Learning Platform |
| License | Apache License 2.0 |
| Website | kubeflow |
Kubeflow is an open-source platform for machine learning and MLOps on Kubernetes introduced by Google. The different stages in a typical machine learning lifecycle are represented with different software components in Kubeflow, including model development (Kubeflow Notebooks[4]), model training (Kubeflow Pipelines,[5] Kubeflow Training Operator[6]), model serving (KServe[a][7]), and automated machine learning (Katib[8]).
Each component of Kubeflow can be deployed separately, and it is not a requirement to deploy every component.[9]
- ^ Cite error: The named reference
kubeflow_working_groupswas invoked but never defined (see the help page). - ^ Cite error: The named reference
kubeflow_0.1was invoked but never defined (see the help page). - ^ Cite error: The named reference
kubeflow_1.8was invoked but never defined (see the help page). - ^ Cite error: The named reference
kubeflow_notebookswas invoked but never defined (see the help page). - ^ Cite error: The named reference
kubeflow_pipelineswas invoked but never defined (see the help page). - ^ Cite error: The named reference
kubeflow_training_operatorwas invoked but never defined (see the help page). - ^ Cite error: The named reference
kubeflow_kservewas invoked but never defined (see the help page). - ^ Cite error: The named reference
kubeflow_katibwas invoked but never defined (see the help page). - ^ Cite error: The named reference
kubeflow_installwas invoked but never defined (see the help page).
Cite error: There are <ref group=lower-alpha> tags or {{efn}} templates on this page, but the references will not show without a {{reflist|group=lower-alpha}} template or {{notelist}} template (see the help page).