pykan
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KindXiaoming
Kolmogorov Arnold Networks
I tried to set up a KAN model and found that KAN takes a lot of time to infer the output with CUDA. Here is my test code: ``` from...
Does anyone do the experiment to compare KAN with SOTA symbolic regression algorithms in benchmark datasets?
When executing self.model.plot(), an error occurs: **UnboundLocalError: local variable 'alpha_mask' referenced before assignment.** Upon inspection of [the code](https://github.com/KindXiaoming/pykan/blob/ef4861ebe6160e037f45a32b43950b4fb5fafa52/kan/KAN.py#L633), it indicates that when the necessary conditions are not met, the alpha_mask...
Do you have a dataset of the implementation and creation of functions from example 1 (these 5 functions) and example 2 (these 15 functions) in PyTorch?
We are trying to use KAN on ViT to replace MLP for training on ImageNet, and we welcome co-builds! [Vision-KAN](https://github.com/chenziwenhaoshuai/Vision-KAN)
To take advantage of the low neurons number and the run speed of KAN, I want to translate the trained KAN into c and other 'low level' language like "verilog-a"....
Very interesting work! I want to contribute an interesting real-world example of using KAN to obtain a symbolic function. In ocean science, a 75-term expression is used to calculate "density"...
Hi! While working with PyKAN, I came across a library called [Penzai](https://penzai.readthedocs.io/) which offers a highly legible and functional approach to working with JAX models. Currently, I am working with...
