#大语言模型#The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling
#计算机科学#Physics Informed Machine Learning Tutorials (Pytorch and Jax)
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...
Residual Kolmogorov-Arnold Network (RKAN) is designed to enhance the performance of classic CNNs by incorporating RKAN blocks into existing architectures.
Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
TKAN: Temporal Kolmogorov-Arnold Networks
#计算机科学#Improved LBFGS and LBFGS-B optimizers in PyTorch.
#时序数据库#SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
MedViTV2: Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention
#计算机科学#This is the official repository for our paper KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning.
FC-KAN: Function Combinations in Kolmogorov-Arnold Networks
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis
Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)
#时序数据库#Time Series Anomaly Detection using a Kolmogorov-Arnold Network
[ICASSP 2025] Official code of "Exploring Kolmogorov-Arnold networks for realistic image sharpness assessment"
Short experiment with Deep Q-Learning + KAN to play Flappy Bird.
Semi-supervised learning with Generative Adversarial Networks (GANs) using Kolmogorov-Arnold Network Layers (KANLs)