pykan

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Using Symbolic formula

2

After I trained the KAN on the dataset of mnist dataset. And fixed the symbolic formula. I got the symbolic formula from the model. Can I just use the symbolic...

MinSiThu

I am trying to build a classifier using tensorflow dataset. How to load tf dataset into pykan for efficient computation time?

MinSiThu

Training KAN on a diabetes classification dataset

9

Now, I tried to train the KAN on a dataset that deals on classification. My question are these:      Now when I tried to run this:...

Chukwuebuka-2003

how can I store model parameters ?

4

I want to store model parameters as weights and bias files for each layer (along with function names etc), how to do it?

imtiyazuddin

Loss suddenly become Nan during training process.

1

train loss: 5.15e-01 | test loss: 5.33e-01 | reg: 1.47e+01 : 44%|▍| 436/1000 [04:19

mosimod

Can KAN be used to identify PDE and then solve the PDE?

2

splendid249

How can Train KAN on batches of data

3

While training KAN using entire samples say 10000, end up in memory overflow issue. Instead of giving entire data at once on "dataset" dict, can we train KAN on small...

lukmanulhakeem97

Kayzwer

Could anyone remind me how to prove the Theorem 2.1? I can hardly understand the effect on the superscript G on functions, \Phi_j. Moreover, the notation of C^m norm seems...

aprilbian

YangMu0816