pykan

pykan copied to clipboard

https://arxiv.org/pdf/2408.11200

johndpope

In the notebooks under the physics folder, [Physics_2A_conservation_law.ipynb](https://github.com/KindXiaoming/pykan/blob/master/tutorials/Physics/Physics_2A_conservation_law.ipynb). model.fit has an argument pred_fn which is not defined in the API

Jimmy-INL

Hello Ziming, thank you very much for turning these great papers into open source python code! I am trying to "kanpile" this expression: ``` expr = sympy.trigsimp("exp(- x_1 / 100)...

simonnanty

KAN model train in large tabular dataset for regression or classification?

2

Hello! Has anyone run the KAN network in a relatively large tabular dataset for regression or classification? If yes, could you share the code or give instructions to avoid memory...

Tziaxri

Is SYMBOLIC_LIB a basis function that replaces B-spline functions?

asihgfhui66

zhangmeng125

NAN appears when doing time series problems.（做时间序列问题时候出现NAN）

3

# Dataset Create    I test the effect of KAN through artificial data, and the process guarantees that NAN will not appear. # Training  when I first...

glotm

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

Adamdad

torch.OutOfMemoryError: CUDA out of memory

2

Hi all, I am trying to train the KAN model on a GPU server and I am getting `torch.OutOfMemoryError: CUDA out of memory` . So far, the largest model I...

dwz92

An error is reported when the model is loaded

2

 ConstructorError Traceback (most recent call last) Cell In[33], line 1 ----> 1 model = model.rewind('0.11') 3 model.plot(scale=1) File D:\Anconda\A\envs\pytorch\lib\site-packages\kan\MultKAN.py:647, in MultKAN.rewind(self, model_id) 643 self.saveckpt(path=self.ckpt_path+'/'+f'{self.round}.{self.state_id}') 645 print('rewind to model version...

Saber-xxf