Kubeflow

  • By Kubeflow Charmers | bundle
  • Cloud
Channel Revision Published
latest/stable 414 01 Dec 2023
latest/candidate 294 24 Jan 2022
latest/beta 430 30 Aug 2024
latest/edge 423 26 Jul 2024
1.9/stable 426 31 Jul 2024
1.9/beta 420 19 Jul 2024
1.9/edge 425 31 Jul 2024
1.8/stable 414 22 Nov 2023
1.8/beta 411 22 Nov 2023
1.8/edge 413 22 Nov 2023
1.7/stable 409 27 Oct 2023
1.7/beta 408 27 Oct 2023
1.7/edge 407 27 Oct 2023
1.6/stable 329 07 Sep 2022
1.6/beta 326 23 Aug 2022
1.6/edge 328 07 Sep 2022
1.4/stable 321 30 Jun 2022
1.4/edge 320 30 Jun 2022
juju deploy kubeflow --channel 1.9/stable
Show information

Platform:

Charms in the Kubeflow bundle

Admission Webhook
Argo Controller
Dex Auth
Envoy
Istio Gateway
Istio Pilot
Jupyter Controller
Jupyter Ui
Katib Controller
Mysql K8S
Katib Db Manager
Katib Ui
Kfp Api
Mysql K8S
Kfp Metadata Writer
Kfp Persistence
Kfp Profile Controller
Kfp Schedwf
Kfp Ui
Kfp Viewer
Kfp Viz
Knative Eventing
Knative Operator
Knative Serving
Kserve Controller
Kubeflow Dashboard
Kubeflow Profiles
Kubeflow Roles
Kubeflow Volumes
Metacontroller Operator
Minio
Mlmd
Oidc Gatekeeper
Pvcviewer Operator
Tensorboard Controller
Tensorboards Web App
Training Operator

Charmed Kubeflow (CKF) is an open-source, end-to-end, production-ready MLOps platform on top of cloud-native technologies.

It translates Machine Learning (ML) steps into complete workflows, including training, tuning, and shipping of ML models. It enables automation of workflows, increases quality of models, and simplifies deployment of ML workloads into production in a reliable way.

CKF meets the need of building ML applications in a structured and consistent manner while contributing to higher productivity and better collaboration within teams.

It is intended for data scientists and ML engineers, providing an advanced toolkit to organise and scale their work.

Canonical also offers a fully managed solution of CKF running on top of Microsoft Azure. It provides supported operation management, including deployment, as well as dedicated customer service. Get started here.


In this documentation

Tutorial
Get started - a hands-on introduction to CKF for newcomers
How-to guides
Step-by-step guides covering key operations and common tasks with CKF
Explanation
Discussion and clarification of key topics
Reference
Technical information, including specifications, APIs, settings and configuration

Project and community

Charmed Kubeflow is a member of the Ubuntu family. It’s an open-source project that welcomes community contributions, suggestions, fixes and constructive feedback.