pykan
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KindXiaoming
Kolmogorov Arnold Networks
Further details may be found in: https://zhuanlan.zhihu.com/p/697136420
I can run the rode in Jupyter well, but got an error when running in pycharm. from kan import * model = KAN(width=[2,5,1], grid=5, k=3, seed=0) error: NameError: name 'KAN'...
#141 proposes [FastKAN](https://github.com/ZiyaoLi/fast-kan) which uses 1D Gaussian RBF basis to replace the 3-order B-spline basis used in KAN. By doing so, KANs are in fact turned into an RBF network...
Hi, Thank you very much for your work. I want to use KAN to fit an implicit function, like the spherical surface x^2+y^2+z^2=1. Could you give me any advice?
I met the same issue that appeared in the previously closed issues #117 #46 #89 ``` File ...\pykan\kan\spline.py:135, in curve2coef(x_eval, y_eval, grid, k, device) 133 # x_eval: (size, batch); y_eval:...
Thank you very much for your work. I've combined ResNet with Kan, using ResNet for feature extraction and replacing the linear layer with KAN for classification. Along the way, I've...
It is not clear why KAN can be interpreted better than MLP ?
Please specify an error in the except clause! There is no 'arcsin' function in sympy, it's named 'asin'. auto_symbolic is fixing with arcsin, which causes the program to output 'make...
This example shows the basic usage of using pykan for protein classification.
Please check for reproduction and methods to further optimise: https://github.com/1ssb/torchkan
