https://github.com/Cloud-Pipelines/pipeline-editor

Cloud Pipelines Editor is a web app that allows the users to build and run Machine Learning pipelines without having to set up development environment.
https://github.com/Cloud-Pipelines/pipeline-editor

google-cloud google-cloud-platform google-cloud-vertex google-cloud-vertex-ai kubeflow-pipelines machine-learning pipeline pipelines vertex-ai

Last synced: 5 months ago
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Cloud Pipelines Editor is a web app that allows the users to build and run Machine Learning pipelines without having to set up development environment.

• Host: GitHub
• URL: https://github.com/Cloud-Pipelines/pipeline-editor
• Owner: Cloud-Pipelines
• License: apache-2.0
• Created: 2021-06-23T07:57:07.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2022-08-09T07:46:11.000Z (over 2 years ago)
• Last Synced: 2024-08-03T23:13:41.398Z (8 months ago)
• Topics: google-cloud, google-cloud-platform, google-cloud-vertex, google-cloud-vertex-ai, kubeflow-pipelines, machine-learning, pipeline, pipelines, vertex-ai
• Language: TypeScript
• Homepage: https://cloud-pipelines.net/pipeline-editor/
• Size: 12.4 MB
• Stars: 55
• Watchers: 7
• Forks: 7
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• awesome-kubeflow - Pipeline Editor - pipelines.pipeline-editor-vscode). (Ecosystem Projects)

README

        
# Cloud Pipelines Editor

Cloud Pipelines Editor is a web app that allows the users to build and run Machine Learning pipelines using drag and drop without having to set up development environment.

## Video

Please take a look at the short video demonstrating the visual pipeline editor.

[Cloud Pipelines - Build machine learning pipelines without writing code](https://www.youtube.com/watch?v=7g22nupCDes)

[![image](https://user-images.githubusercontent.com/1829149/127566707-fceb9e41-1126-4588-b94a-c69e87fe0488.png)](https://www.youtube.com/watch?v=7g22nupCDes)

## Demo

[Demo](https://cloud-pipelines.net/pipeline-editor)

The early alpha version of the Cloud Pipelines Editor app shown in this video is now available at  . The app is open and standalone. No registration is required.

Please check it out and report any bugs you find using [GitHub Issues](https://github.com/Cloud-Pipelines/pipeline-editor/issues).

The app is under active development, so expect some breakages as I work on the app and do not rely on the app for production.

App features:

* Build pipeline using drag and drop

* Edit component arguments

* Submit the pipeline to [Google Cloud Vertex Pipelines](https://cloud.google.com/vertex-ai/docs/pipelines/) for execution.

* Fully compatible with the Kubeflow Pipelines' components (`component.yaml` files) You can find some components here: [Ark-kun/pipeline_components](https://github.com/Ark-kun/pipeline_components/tree/master/components) or [kubeflow/pipelines/components](https://github.com/kubeflow/pipelines/tree/master/components#index-of-components)

* Preloaded component library

* User component library (add private components)

* Component search

* Import and export pipelines

There are many features that I want to add, but I want to prioritize them based on your feedback.