Note: This is a repo that can be shared to our customers. This means it's NOT OK to include Microsoft confidential content. All discussions should be appropriate for a public audience.
The idea of this template is to provide a minimum number of scripts to implement development environment to train new models using Azure ML SDK v2 With Azure DevOps or Github Actions.
The template contains the following folders/files:
- .github: the folder contains Github Workflow related files(yaml files to define the Builds).
- devops: the folder contains Azure DevOps related files (yaml files to define Builds).
- docs: documentation.
- src: source code that is not related to Azure ML directly. Usually, there is data science related code.
- mlops: scripts that are related to Azure ML.
- mlops/nyc-taxi: a fake pipeline with some basic code.
- .amlignore: using this file we are removing all the folders and files that are not supposed to be in Azure ML compute.
The template contains the following documents:
- docs/how_to_setup.md: explain how to configure the template.
Information about how to setup the repo is in the following document.