kedro-azureml


Namekedro-azureml JSON
Version 0.7.0 PyPI version JSON
download
home_pagehttps://github.com/getindata/kedro-azureml
SummaryKedro plugin with Azure ML Pipelines support
upload_time2023-11-15 14:13:00
maintainerGetInData MLOPS
docs_urlNone
authormarcin.zablocki
requires_python>=3.8,<3.11
licenseApache-2.0
keywords kedro mlops azureml machinelearning
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # 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)
[![SemVer](https://img.shields.io/badge/semver-2.0.0-green)](https://semver.org/)
[![PyPI version](https://badge.fury.io/py/kedro-azureml.svg)](https://pypi.org/project/kedro-azureml/)
[![Downloads](https://pepy.tech/badge/kedro-azureml)](https://pepy.tech/project/kedro-azureml)

[![Maintainability Rating](https://sonarcloud.io/api/project_badges/measure?project=getindata_kedro-azureml&metric=sqale_rating)](https://sonarcloud.io/summary/new_code?id=getindata_kedro-azureml)
[![Coverage](https://sonarcloud.io/api/project_badges/measure?project=getindata_kedro-azureml&metric=coverage)](https://sonarcloud.io/summary/new_code?id=getindata_kedro-azureml)
[![Documentation Status](https://readthedocs.org/projects/kedro-vertexai/badge/?version=latest)](https://kedro-azureml.readthedocs.io/en/latest/?badge=latest)

<p align="center">
  <a href="https://getindata.com/solutions/ml-platform-machine-learning-reliable-explainable-feature-engineering"><img height="150" src="https://getindata.com/img/logo.svg"></a>
  <h3 align="center">We help companies turn their data into assets</h3>
</p>

## 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

<a href="https://bit.ly/kedroazureml">
    <img src="./docs/images/tutorial-video-yt.jpg" alt="Kedro Azure ML video tutorial" title="Kedro Azure ML video tutorial" />
</a>



            

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