Skip to content

Kedro plugin to support running workflows on Microsoft Azure ML Pipelines

License

Notifications You must be signed in to change notification settings

fdroessler/kedro-azureml

 
 

Repository files navigation

Kedro Azure ML Pipelines plugin

Python Version License SemVer PyPI version Downloads

Maintainability Rating Coverage Documentation Status

We help companies turn their data into assets

About

Following plugin enables running Kedro pipelines on Azure ML Pipelines service.

We support 2 native Azure Machine Learning types of workflows:

  • For Data Scientists: fast, iterative development with code upload
  • For MLOps: stable, repeatable workflows with Docker

Documentation

For detailed documentation refer to https://kedro-azureml.readthedocs.io/

Usage guide

Usage: kedro azureml [OPTIONS] COMMAND [ARGS]...

Options:
  -e, --env TEXT  Environment to use.
  -h, --help      Show this message and exit.

Commands:
  compile  Compiles the pipeline into YAML format
  init     Creates basic configuration for Kedro AzureML plugin
  run      Runs the specified pipeline in Azure ML Pipelines

Quickstart

Follow quickstart section on kedro-azureml.readthedocs.io to get up to speed with plugin usage or watch the video below

Kedro Azure ML video tutorial

About

Kedro plugin to support running workflows on Microsoft Azure ML Pipelines

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%