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Home/News/Why GridSearchCV Wastes Most of Its Time โ€” And What I Did About It

Why GridSearchCV Wastes Most of Its Time โ€” And What I Did About It

If you've ever tuned hyperparameters on a large grid, you know the pain. You kick off a GridSearchCV, go make coffee, come back, and it's still running. Maybe you go to lunch. Maybe it's still running. I got frustrated enough to build something different. GridSearchCV is brute force by design. For a

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