model store beta

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create instructions / template for creating a model store. At first, the model store is another git repo that stores pickles of trained models with relevant metadata. In the future, consider more sophisticated options.

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https://docs.docker.com/registry/deploying/

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compare:

• git submodule
• docker registry
• database
• commercial / platform tools

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process:

Train new model, push pickled model to model store: dev container -> model.pickle -> model store

Update model to production by loading pickled model version from model store: model store -> model.pickle -> api/prod container

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must have: api for pushing / loading models to remote located store (from e.g. laptop to on-prem or from an on-prem instance to another)

bonus: gui for viewing models in store

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done