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NNPDF / nnusf

An open source machine learning framework that provides predictions for all-energy neutrino structure functions.
https://nnpdf.github.io/nnusf/
GNU General Public License v3.0
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Play a bit with hyperparameters #33

Closed Radonirinaunimi closed 1 year ago

Radonirinaunimi commented 2 years ago

Allow automatic scan of hyperparameter space.

RoyStegeman commented 2 years ago

I wouldn't spend too much time on this if I were you, we can select a model ourselves and this is just an optional "gimmick". I'd say that anything else that can be done for this project has a higher priority.

Unless you're doing it just for fun of course.

Radonirinaunimi commented 2 years ago

I wouldn't spend too much time on this if I were you, we can select a model ourselves and this is just an optional "gimmick". I'd say that anything else that can be done for this project has a higher priority.

Unless you're doing it just for fun of course.

I was doing this for fun mainly given that it was just a matter of plug & play with minor adjustments and there is nothing more to be done on this. But, also, I think that there is an advantage in automatizing the scan of the space and then just select the one we prefer from the ones that yield better trainings (whatever we define as better).

RoyStegeman commented 1 year ago

I think this PR can be closed?

Radonirinaunimi commented 1 year ago

Yes, that's correct! Closing it now.