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All Projects → Cloud-Pipelines → pipeline-editor

Cloud-Pipelines / pipeline-editor

Licence: Apache-2.0 License
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.

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machine-learningpipelinegoogle-cloudpipelinesgoogle-cloud-platformkubeflow-pipelinesvertex-aigoogle-cloud-vertex-aigoogle-cloud-vertex

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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 image

Demo

Demo

The early alpha version of the Cloud Pipelines Editor app shown in this video is now available at https://cloud-pipelines.net/pipeline-editor . The app is open and standalone. No registration is required.

Please check it out and report any bugs you find using GitHub 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 for execution.
  • Fully compatible with the Kubeflow Pipelines' components (component.yaml files) You can find some components here: Ark-kun/pipeline_components or kubeflow/pipelines/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.

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