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kubeflow / examples

A repository to host extended examples and tutorials
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add kube-nodered #1065

Closed NightLightTw closed 3 months ago

NightLightTw commented 10 months ago

Goals

This is an end-to-end example. Kube-nodered is aiming to integrate Kubeflow/Kubebeters with node-red, leveraging node-red's low-code modules, and using Kubeflow resources (e.g. Kubeflow pipeline, Kserve) to enhance its AI/ML ability.

Feature Area

It takes many laborious procedures to build a practical ML pipelines including pipeline docker file compilation and edit. Laborious manual operations on kubeflow package are required to observe trainning results.

What is the use case or pain point?

Although kubeflow pipeline is a convenient tool for major ML operations such training and testting, it takes many laborious procedures to build a practical ML pipelines, not to mention switching between various ML algorithms and data sets. A graphical UI can provide a rapid deployment medium for ML developer, professional/non professional alike, to exercise an ML operation without starting from scratch. The following site provide some completed integration suites and examples for illustration of this op.

For other instructions, please refer to: https://github.com/NightLightTw/kube-nodered

thesuperzapper commented 10 months ago

I just wanted to link my response to the other issue with what I think your next steps should be:

NightLightTw commented 9 months ago

@kbthu Thank you, for your comment. I will revise the readme based on your guidance as soon as possible.

google-oss-prow[bot] commented 9 months ago

@kbthu: changing LGTM is restricted to collaborators

In response to [this](https://github.com/kubeflow/examples/pull/1065#pullrequestreview-1636087333): >/lgtm Instructions for interacting with me using PR comments are available [here](https://git.k8s.io/community/contributors/guide/pull-requests.md). If you have questions or suggestions related to my behavior, please file an issue against the [kubernetes/test-infra](https://github.com/kubernetes/test-infra/issues/new?title=Prow%20issue:) repository.
kbthu commented 9 months ago

/approve

google-oss-prow[bot] commented 9 months ago

@justin0322: changing LGTM is restricted to collaborators

In response to [this](https://github.com/kubeflow/examples/pull/1065#pullrequestreview-1651801351): >/lgtm >/approve Instructions for interacting with me using PR comments are available [here](https://git.k8s.io/community/contributors/guide/pull-requests.md). If you have questions or suggestions related to my behavior, please file an issue against the [kubernetes/test-infra](https://github.com/kubernetes/test-infra/issues/new?title=Prow%20issue:) repository.
google-oss-prow[bot] commented 9 months ago

[APPROVALNOTIFIER] This PR is NOT APPROVED

This pull-request has been approved by: justin0322, kbthu, NightLightTw Once this PR has been reviewed and has the lgtm label, please assign jinchihe for approval. For more information see the Kubernetes Code Review Process.

The full list of commands accepted by this bot can be found here.

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