François CholletVerified account

What are your targets?

then you ask the network given this user, what AD to show...

looks like it would sometimes be a classification problem and sometime a regression problem. You need support for multiple losses.

in theory Redis could guess after a few tries in most cases? If the “teachers” outputs always look like all 0s but a single 1…

black box ML is a very difficult problem. One size fits all is impossible, you need to constrain the problem upstream.

Things you need to take into account: 1) number of samples available 2) type of problem 3) class imbalance 4) overfitting ...etc

here's an example of a (still very imperfect) system that attempts to do black box ML: https://github.com/rhiever/tpot 

that’s why I believe there is a value here.