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 model building publishing automation


Expose API for model building / publishing automation

#artificialintelligence

The exposed api should be able to fully build & train experiments from scratch, and also expose model score results for external evaluation & reporting (even allow for continuous integration?). Seems already clear that there's some very typical ml studio workflow patterns that would greatly benefit from model automation (read, split, train/param sweep, score, evaluate...).