pykan
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KindXiaoming
Kolmogorov Arnold Networks
It would be interesting to allow multiplication effect from one node to another. Example: in time series analysis if the Sundays are always closed, so the sales is always 0,...
Hi, I recently came across your fascinating paper and thoroughly enjoyed reading it. The insights you presented were truly thought-provoking. However, I am hoping to gain some clarity. In Equation...
Hi, thanks for your great work. I am thinking about implementing a KAN with 3072 as input dims and 2000 as output dims. Do you think the GPU is capable...
Thank you very much for your excellent work! I want to try to replace the MLP in my model with KAN. When I import KAN via "from kan import KAN",...
Thank you for the excellent work! I wanted to ask if it's possible to conduct toy experiments using the MNIST dataset. As you know, MNIST is a standard dataset used...
Hi Author, Thank you for your great work. I am wondering if we can apply this network on Vision based task such as classification/detection/segmentation, etc. Thank you for your help.
Hi, I tried this: https://github.com/KindXiaoming/pykan/blob/master/tutorials/API_10_device.ipynb But `nvidia-smi` shows no GPU usage at all, and `top` shows high CPU usage, looks like it's not training on GPU. Then I add `device=device`:...
I have opened a GraphKan (https://github.com/WillHua127/GraphKAN), a Graph Neural Network version of Kolmogorov Arnold Networks (GraphKAN). Feel free to discuss and explore!!!
