13 results found Sort:

AdityaNG
kan-gpt AdityaNG
55
714
mit
7
The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling
gpt llm kanformers transformers text-generation kolmogorov-arnold-networks kolmogorov-arnold-representation
Created 2024-05-02
94 commits to main branch, last one 5 months ago
Adamdad
kat Adamdad
41
706
mit
11
[ICLR2025] Kolmogorov-Arnold Transformer
kan transformer computer-vision kolmogorov-arnold-networks
Created 2024-09-05
59 commits to main branch, last one about a month ago
jdtoscano94
Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_PIKANs_DeepONets jdtoscano94
177
511
unknown
12
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
jax pinns pikans cpikans pytorch deeponet tutorial deep-learning inverse-pinns neural-network neural-networks inverse-problems machine-learning kolmogorov-arnold-networks physicsinformedneuralnetworks
Created 2022-04-04
140 commits to main branch, last one 13 days ago
IvanDrokin
torch-conv-kan IvanDrokin
40
472
mit
8
This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kernels...
computer-vision kolmogorov-arnold-networks convolutional-neural-networks
Created 2024-05-13
69 commits to main branch, last one 3 months ago
team-daniel
KAN team-daniel
27
238
unknown
4
Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
kolmogorov-arnold-networks
Created 2024-05-09
19 commits to master branch, last one 6 months ago
remigenet
TKAN remigenet
28
191
other
1
TKAN: Temporal Kolmogorov-Arnold Networks
jax tkan keras torch keras3 temporal tensorflow tensorflow2 temporal-networks timeseries-forecasting kolmogorov-arnold-networks
Created 2024-05-09
55 commits to main branch, last one 2 months ago
withray
residualKAN withray
8
61
mit
5
Residual Kolmogorov-Arnold Network (RKAN) is designed to enhance the performance of classic CNNs by incorporating RKAN blocks into existing architectures.
cnn computer-vision kolmogorov-arnold-networks
Created 2024-09-04
22 commits to main branch, last one 5 days ago
nlesc-dirac
pytorch nlesc-dirac
5
59
apache-2.0
1
Improved LBFGS and LBFGS-B optimizers in PyTorch.
lbfgs lbfgs-b pytorch optimization deep-learning lbfgs-optimizer nonlinear-optimization kolmogorov-arnold-networks
Created 2020-09-03
37 commits to master branch, last one 4 months ago
srigas
jaxKAN srigas
7
57
mit
5
Kolmogorov-Arnold Networks built on JAX
jax flax kolmogorov-arnold-networks
Created 2024-05-11
102 commits to main branch, last one 2 days ago
remigenet
SigKAN remigenet
11
43
other
1
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
temporal signature rough-paths tensorflow2 time-series kolmogorov-arnold-networks
Created 2024-06-15
14 commits to main branch, last one 3 months ago
RomanBresson
KAGNN RomanBresson
3
41
unknown
3
This is the official repository for our paper KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning.
deep-learning neural-networks graph-neural-networks kolmogorov-arnold-networks
Created 2024-06-21
144 commits to main branch, last one 3 days ago
hoangthangta
FC_KAN hoangthangta
4
30
mit
2
FC-KAN: Function Combinations in Kolmogorov-Arnold Networks
wavelets b-splines gaussians basis-functions function-combination radial-basis-function kolmogorov-arnold-networks
Created 2024-08-27
62 commits to main branch, last one 12 days ago
hoangthangta
BSRBF_KAN hoangthangta
3
24
mit
2
Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)
kans mnist fast-kan b-splines efficientkan radial-basis-function kolmogorov-arnold-networks
Created 2024-06-06
135 commits to main branch, last one about a month ago