KindXiaoming / pykan

Kolmogorov Arnold Networks

KindXiaoming/pykan Issues

How to use KAN to fit a implicit function?
Closed 10 days ago3
ImportError: cannot import name 'KAN' from partially initialized module 'kan' (most likely due to a circular import)
Updated 10 days ago2
help! there is a problem here! cell 12 of hellokan.ipynb, detail:RuntimeError: false INTERNAL ASSERT FAILED at "C:... please report a bug to PyTorch. torch.linalg.lstsq: (Batch element 0): Argument 6 has illegal value. Most certainly there is a bug in the implementation calling the backend library.
Updated 10 days ago1
KANvolver leads to 99.5% accuracy on MNIST dataset
Updated 10 days ago2
KAN VS MLP for Motor Imagery BCI classification
Updated 10 days ago1
hellokan.ipynb returns NaN instead of formula.
Updated 10 days ago1
running example 10 with GPU, error: all tensors on two devices, cuda:0 and cpu!
Closed 10 days ago6
Why model weights can't be loaded.
Updated 11 days ago1
A Tensorflow2 implementation of KANs
Updated 11 days ago
How exactly KAN can better interpreted than MLP?
Updated 11 days ago3
Overfitting issue
Updated 11 days ago8
大神的上帝视角看KAN
Updated 11 days ago2
Runtime Error in hellokan.ipynb
Closed 11 days ago4
symbolic_formula is broken
Updated 11 days ago
Are KANs RBF Networks?
Updated 11 days ago1
FastKAN approximates KANs with RBFs achieving 3+ times acceleration
Updated 12 days ago22
Odd behavior of training process in almost-machine-precision function fitting.
Updated 12 days ago2
Hi, I've been using KAN+ResNet for classification, but I have some questions arising from it.
Updated 12 days ago
fail to use the model in pycharm
Updated 12 days ago1
how fix_symbolic is implemented
Updated 13 days ago1
Running Example 2: Deep Formulas on my computer yielded inconsistent results
Updated 13 days ago11
Hi! I made a KAN-based diffusion model, with quite good results
Updated 13 days ago6
About solve PDE by KAN
Updated 13 days ago
FYI: convolutional layer with KAN
Updated 13 days ago15
Functional Approximation is poor
Updated 13 days ago9
Awesome KAN
Updated 13 days ago
A simple KAN model
Updated 14 days ago
Error when calling plot or fix symbolic because acts is not an attribute
Updated 14 days ago
Cut off all the branches
Updated 14 days ago5
Zeroing out additive part of B-spline
Updated 14 days ago
KAN.initialize_from_another_model() error:Expected input and other to have the same dtype, but got input's dtype Float and other's dtype Double
Updated 14 days ago5
Asking a rudimentary problem of K-A representation theorem
Closed 14 days ago1
Proposal about continuous learning
Updated 14 days ago5
Some Issues in Constructing Physics-Informed Neural Networks Based on KANs
Updated 14 days ago1
Classification problems of KAN
Updated 14 days ago2
How to train other datasets with KAN
Updated 14 days ago1
It seems like the B-spline function becomes ineffective when the input values exceed its [-1, 1] bounds.
Updated 14 days ago8
How to use KAN for univariate time series prediction, would it be best to have an example code?
Updated 14 days ago1
'KAN' object has no attribute 'acts_scale'
Closed 14 days ago
Hierarchical learning with KAN
Updated 15 days ago2
ERROR after update pykan
Updated 15 days ago1
`symbolic_formula` won't work if custom edge removal is performed.
Closed 15 days ago
ugly modify fit_params() in utils.py to use symbolic (in ex3 moon case)
Updated 15 days ago2
`__init__.py` missing when installing from pip
Updated 15 days ago
A relevant book on this topic: "Approximation Theory and Approximation Practice, Extended Edition." https://epubs.siam.org/doi/book/10.1137/1.9781611975949
Updated 15 days ago
I tried to input the data into the training and fit the function. The following problem occurred when printing the function at the end.
Closed 15 days ago5
fyi - Kansformers: Transformers using KANs
Updated 15 days ago
Motivation behind SiLU(x) as a basis function
Closed 16 days ago2
symbolic_formula needs to normalize outputs as well
Closed 16 days ago1
Is it okay to use KAN for something other than PDE calculations, like MLP?
Updated 16 days ago