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https://github.com/getindata/kedro-azureml

Kedro plugin to support running workflows on Microsoft Azure ML Pipelines
https://github.com/getindata/kedro-azureml

azure-ml kedro kedro-plugin machinelearning mlops

Last synced: about 2 months ago
JSON representation

Kedro plugin to support running workflows on Microsoft Azure ML Pipelines

Host: GitHub
URL: https://github.com/getindata/kedro-azureml
Owner: getindata
License: apache-2.0
Created: 2022-07-19T19:49:06.000Z (about 2 years ago)
Default Branch: develop
Last Pushed: 2024-05-23T10:15:20.000Z (4 months ago)
Last Synced: 2024-05-23T10:27:10.527Z (4 months ago)
Topics: azure-ml, kedro, kedro-plugin, machinelearning, mlops
Language: Python
Homepage: https://kedro-azureml.readthedocs.io
Size: 3.96 MB
Stars: 31
Watchers: 11
Forks: 15
Open Issues: 32
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE

Awesome Lists containing this project

awesome-kedro - kedro-azureml - Enables running a Kedro pipeline with Azure ML Pipelines service. ([Kedro plugins](https://docs.kedro.org/en/stable/extend_kedro/plugins.html))

README

        # Kedro Azure ML Pipelines plugin

[![Python Version](https://img.shields.io/pypi/pyversions/kedro-azureml)](https://github.com/getindata/kedro-azureml)

[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)

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[![Downloads](https://pepy.tech/badge/kedro-azureml)](https://pepy.tech/project/kedro-azureml)

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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](https://kedro-azureml.readthedocs.io/) to get up to speed with plugin usage or watch the video below