pykan
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KindXiaoming
Kolmogorov Arnold Networks
Hello! I noticed that the file kan/LBFGS.py appears to be almost identical to the one in PyTorch (https://github.com/pytorch/pytorch/blob/main/torch/optim/lbfgs.py). The only differences seem to be the addition of tolerance_ys and the...
Hello, I tried running hellokan.ipynb on cpu and gpu, and the speed is similar. What are some places where parallelization can be introduced to improve performance?
Unless I missed something, the paper does not include one. It appears that the B_i are computed using the "Cox–de Boor recursion formula", or something similar (https://en.wikipedia.org/wiki/B-spline#Definition): https://github.com/KindXiaoming/pykan/blob/6a5b99f45601a1282053f14f97e70a8bb24f8b2a/kan/spline.py#L56-L60
Hi, KAN overrides the base function `train` ([link](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train)), and uses it for a different purpose. Someone using KAN, assuming that it acts the same as any `nn.Module`, will encounter an...
Hi. I had followed the instruction exactly. When I run the hellokan.ipynb it worked. But the result is different from the one in the original version. For example the prouned...
Hello! First off, I would like to say, excellent work on KANs and this library. I read your thoughts on the recent explosion in attention that KANs have been receiving...
The working memory length of you guys is 7 while mine is only 3, and my math is too shit. So I try my best to keep the original code...
so far I find that all exaples is generated by some function, I want to test the KAN in real world. I choose the famous boston house prices dataset from...
