Popular GitHub Repositories for Kolmogorov Arnold Networks

[ICLR2025] Kolmogorov-Arnold Transformer

The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling

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, ResNet-like and DenseNet-like models, training code based on accelerate/PyTorch, as well as scripts for experiments with CIFAR-10 and Tiny ImageNet.

Residual Kolmogorov-Arnold Network (RKAN) is designed to enhance the performance of classic CNNs by incorporating RKAN blocks into existing architectures.

Kolmogorov-Arnold Networks built on JAX

This is the official repository for our paper KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning.

MedViTV2: Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention

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)

Testing KAN-based text generation GPT models

KANs for text classification on GLUE tasks

This is the repo for the MixKABRN Neural Network (Mixture of Kolmogorov-Arnold Bit Retentive Networks), and an attempt at first adapting it for training on text, and later adjust it for other modalities.

A multi-agent deep reinforcement learning model to de-traffic our lives

Pytorch implementation of Semantic Motion Generation - motion synthesis from text