Given that the end goal is to deploy code that will be interacted with via a REST API, it might be useful to have a set of user functions that can be called (with proper direction and API keys) to pass or retrieve data from the deployed REST API.
Is there something off-the-shelf that can do this? We can use HTTP/HTTPS, but is that efficient? Can we package it such that it becomes invisible to the user?
The end result should be part of the user's code, e.g. they simply pass a list of model configurations and the API will queue them, train them, and store the performance results.
Given that the end goal is to deploy code that will be interacted with via a REST API, it might be useful to have a set of user functions that can be called (with proper direction and API keys) to pass or retrieve data from the deployed REST API.
Is there something off-the-shelf that can do this? We can use HTTP/HTTPS, but is that efficient? Can we package it such that it becomes invisible to the user?
The end result should be part of the user's code, e.g. they simply pass a list of model configurations and the API will queue them, train them, and store the performance results.