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Published 20 hours ago • verified publisher icon Azure

Best/recommended practices, tools and workflows for AML

Open pietz opened this issue 3 years ago • 0 comments

I find the current development of AzureML very confusing.

  • There appears to be a transition from Python SDK v1 to v2 (confirmed)
  • There appears to be a transition from web service endpoints to real-time / batch endpoints (uncomfirmed)
  • There appears to be a transition from AzureML tools to using MLflow instead (unconfirmed)
  • There appears to be a transition from using a score.py file to using MLflow model wrappers (unconfirmed)

If that's not confusing enough, this repo includes a folder called "python-sdk" that uses SDK v1 and another folder called "sdk" which uses SDK v2. To top things off there's a folder with notebooks that use both versions of the SDK.

Can you please:

  • Restructure the folders in a meaningful way
  • Provide recommendations on which functionalities to use and how

pietz avatar Aug 09 '22 08:08 pietz