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 CLI v2 and the CI CD pipeline tool of your choice: Azure Devops or Jenkins.
The template contains the following folders/files:
- devops: the folder contains Azure DevOps related files (yaml files to define Builds).
- jenkins: the folder contains Jenkins related files.
- 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.
- test: unit tests
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.