kolmogorov-arnold-networks
There are 32 repositories under kolmogorov-arnold-networks topic.
AdityaNG/kan-gpt
The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling
Adamdad/kat
Kolmogorov-Arnold Transformer: A PyTorch Implementation with CUDA kernel
IvanDrokin/torch-conv-kan
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.
team-daniel/KAN
Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
remigenet/TKAN
TKAN: Temporal Kolmogorov-Arnold Networks
nlesc-dirac/pytorch
Improved LBFGS and LBFGS-B optimizers in PyTorch.
RomanBresson/KAGNN
This is the official repository for our paper KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning.
hoangthangta/BSRBF_KAN
Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)
andythetechnerd03/KAN-It-Play-Flappy-Bird
Short experiment with Deep Q-Learning + KAN to play Flappy Bird.
remigenet/SigKAN
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
kabachuha/nanoGPKANT
Testing KAN-based text generation GPT models
hoangthangta/FC_KAN
FC-KAN: Function Combinations in Kolmogorov-Arnold Networks
Aqasch/KANQAS_code
Code for Kolmogorov-Arnold Network for Quantum Architecture Search i.e., KANQAS
Khochawongwat/GRAMKAN
KAN meets Gram Polynomials
knottwill/CoxKAN
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis
hoangthangta/KAN-SGAN
Semi-supervised learning with Generative Adversarial Networks (GANs) using Kolmogorov-Arnold Network Layers (KANLs)
hoangthangta/ThangKAN
KANs for text classification on GLUE tasks
ceenaa/KAN
Kolmogorov-Arnold Networks simple implementation using pytorch
jordan7186/kangnn-experiment
Experiments on using Kolmogorov-Arnold Networks (KAN) on Graph Learning
byin-cwi/Toy-KAN
Fourier-KAN, Lapalce-KAN and wavelet-KAN
ednial0zavlare/MixKABRN
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.
DeTraffic/detraffic
A multi-agent deep reinforcement learning model to de-traffic our lives
mieskolainen/icenet
D<ee>p learning [dev library]
hoangvanphi2004/KANs
This repo is dedicated to the mystery of Kolmogorov-Arnold world !!!
thisisanshgupta/KAN_based_GPT
This is a GPT model from nanoGPT but with a twist of KAN:)
AbhishekRS4/overhead_mnist
DL model deployment using docker, API deployment with FastAPI, and MLOps using WandB for overhead-mnist dataset
brainpolislab/E-KAN
E-KAN algorithm official repo with material to reproduce the experiments
forbiddenvelocity/Kolmogorov-Arnold-Network
Just experimenting with KANNs in pytorch
trxxxxkov/spbu-bachelor-thesis
Code and thesis document for my Bachelor's diploma on Kolmogorov-Arnold Networks
pranavgupta2603/KAN-Distillation
An implementation of the KAN architecture using learnable activation functions for knowledge distillation on the MNIST handwritten digits dataset. The project demonstrates distilling a three-layer teacher KAN model into a more compact two-layer student model, comparing the performance impacts of distillation versus non-distilled models.