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Azure / mlops-v2

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
https://learn.microsoft.com/en-us/azure/machine-learning/concept-model-management-and-deployment
MIT License
503 stars 248 forks source link

GitHub Actions instead of DevOps #51

Closed michalmar closed 5 months ago

michalmar commented 2 years ago

Do you have guide (similar to Quickstart) on how to do everything in GitHub rather than Azure DevOps - probably only the orchestration part is in Azure DevOps currently.

Moreover, currently referencing GitHub repos in Azure DevOps pipeline is considered as unsafe: image

@msteller-Ai

setuc commented 2 years ago

@michalmar We have just released Github Actions and you can find them in quick start guide . The outer loop deploys with that. This is currently supported for Classical/ Tabular datasets via both sdk and cli v2. You can also do it with cli for computer vision tasks.

We plan to add the missing patterns for NLP and CV in the upcoming release.

cindyweng commented 2 years ago

IaC is not yet available for Github Actions. Will be in the next release