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The toy examples of KAN ( Kolmogorov-Arnold Network )

Support MLP, KAN, and KAN derivatives

KAN paper: Kolmogorov-Arnold Networks 326219527-695adc2d-0d0b-4e4b-bcff-db2c8070f841

KANs:

Run

python examples/mnist.py --model MLP
python examples/mnist.py --model KAN
python examples/mnist.py --model MNISTFourierKAN

Experiential Settings

  • For KAN, a large initial learning rate may be more effective. (You can try lr = 1e-2)
  • In my experiments, KAN does converge faster than MLP.

kans's People

Contributors

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