Convolutional-KANs
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AntonioTepsich
This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable...
RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation: [torch.cuda.FloatTensor [2, 512, 7, 7]], which is output 0 of ReluBackward0, is at version...
Hi! Great work and really excited to play around with this library. When I cloned the repo and tried following the sample code (or rerunning the ipython file) I noticed...
is the b = [kernel_side // 2, kernel_side// 2] used in convolution.py at line 11 or for other usage?
We've just released a new paper on integrating Transformers with KAN. Check out the paper and feel free to explore our code repository! 📄 Paper: https://arxiv.org/abs/2409.10594 💻 Code: https://github.com/Adamdad/kat
Hi, Thanks for this invention. It wonderful to see this code which employs a convolutional network in KAN. Does this also gives symbolic expression, just like KAN?
Great work! I want to use KAN conv instead of ResNet conv, how can i do it? First, `from kan_convolutional.KANConv import KAN_Convolutional_Layer` from https://github.com/AntonioTepsich/Convolutional-KANs. Second, change the ResNet conv But...
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This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable...