#🔒 Program that attempts to maximize a dependent variable based off of many independent variab

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green cypress
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I Need documentation to help me figure out how to create a program that attempts to maximize a dependent variable based off of many independent variables

So I pretty much have like 30 independent variables that all impact a dependent variable. I have a csv with around 20 different columns with the 30 variables and the final dependent variable. It’s a big lack of data but i just need to get kinda close. Also, there’s a restriction where at any given time only 10 of the independent can have a value other than zero. If anyone could point me towards some documentation/libraries that could help me out? I know this is a weirdly specific question but any help would be appreciated!

elder egretBOT
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@green cypress

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lost moss
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off the top of my head, optuna is advertised as an hyperparam search library, but you can probably use it for this as well

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scipy.optimize is a thing

elder egretBOT
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