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What is Kubeflow Pipelines?

Kubeflow Pipelines is the platform for building and deploying portable and scalable end-to-end ML workflows, based on containers. The Kubeflow Pipelines platform consists of:

• User interface for managing and tracking experiments, jobs, and runs
• Engine for scheduling multi-step ML workflows
• SDK for defining and manipulating pipelines and components
• Notebooks for interacting with the system using the SDK

Getting started

Please refer to the Kubeflow Pipelines documentation. In particular:

• Deploy the Kubeflow Pipelines service.
• Build a pipeline and run the pipeline samples.

Developer guides

The following guides are for people contributing to the Kubeflow Pipelines software:

• Contributor's guide
• FrontEnd
• Tests
• Code and READMEs