How to do cross validation using KAN?

KindXiaoming / pykan

Kolmogorov Arnold Networks

MIT License

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How to do cross validation using KAN? #234

Open Yagnik12599 opened 1 month ago

Yagnik12599 commented 1 month ago

Any idea on how I can do cross validation (like KFold) using KAN model?

Thanks

seyidcemkarakas commented 1 month ago

Well, basically you can seperate your data into 2 part => 1 training 2 testing. With training part, you can build K-Fold structure manually. Also you can add HP Optimization part because as you know KAN requires lots of Hyperparameters like grid, k, width etc. . By getting scores, you can store all performance metrics and corresponding hyperparameters and then you can build you final model.