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microsoft / dstoolkit-mlops-base

Support ML teams to accelerate their model deployment to production leveraging Azure
MIT License
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Integrate many models with MLOPS pipeline #70

Closed deepakas closed 2 years ago

deepakas commented 2 years ago

It will be good to integrate many models with mlops. Maybe create a folder in notebooks and src directory for different type of ml usecases ? https://github.com/microsoft/solution-accelerator-many-models. Folder name can be basic, manymodels etc .

FlorianPydde commented 2 years ago

What would you propose to achieve it?

mariamedp commented 2 years ago

The purpose of this accelerator is to provide a basic template for MLOps to speed ramp-up, so it should be kept as simple and generic as possible. Adding multiple folders to this repo for different use cases would hugely increase its complexity and would make us deviate from our main goal. We need to find another place for the many models use case and discuss the maintenance strategy. Closing this issue for now.