This isn't really anything against W&B- it's very nice and polished. I'm really just advocating critical thinking about your process.https://twitter.com/citnaj/status/1320443311845302272 …
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What do you cats think about hyperparam tuning like optuna and raytune? Esp in terms of real world problem solving vs kaggle comps.
Just speaking for myself, I'm inclined to just do enough tuning on hyperparameters so that I'm not shooting myself in the foot with something super sub-optimal. But the bigger and more worthwhile gains have been in focusing on the bigger picture stuff, imho. 1/
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Yeah, I'd say part of what makes hyperparameter tuning so seductive is that it keeps you busy enough to avoid having to think about the big picture, while still being able to justify your time spent on this. Just like in that classic
@xkcd on compiling
pic.twitter.com/m74HaEoDwi
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Wow, yes, I think this is a great way to put it!
End of conversation
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