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by george3d6 1945 days ago
As far as I can tell MADlib is not automl, it just provides various statistic analysis and "classical" ml algorithms as function/macros in various database, and integration seems to be quite different from the way we do it (and I'd say more complex for the user, but maybe that's just my bias talking).

So I don't think there's a lot of overlap there. But if you think otherwise and work on it or know someone that does, I'd be quite excited to have a chat, just to share experiences and tips if nothing else.

1 comments

Deep learning, including automated model selection, is under development in MADlib. See for example https://madlib.apache.org/docs/latest/group__grp__keras__run... I guess in the next couple of releases it will probably stabilize and be promoted out of "early development".

I don't work on it or know anyone who does, but it is one of the most established open projects for ML in the database, as far as I know.