GitHub topics: kolmogorov-arnold-networks
Adamdad/kat
[ICLR2025] Kolmogorov-Arnold Transformer
Language: Python - Size: 1.67 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 758 - Forks: 47
Xatta-Trone/awesome-kan
A curated collection of KAN (Kolmogorov-Arnold Network) resources—libraries, projects, tutorials, papers, and more—for researchers and developers in the field.
Language: JavaScript - Size: 249 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 1
silvermete0r/30github
30 Days of Kolmogorov Arnold Networks Research
Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0
srigas/jaxKAN
Kolmogorov-Arnold Networks built on JAX
Language: Python - Size: 16.5 MB - Last synced at: 1 day ago - Pushed at: 13 days ago - Stars: 74 - Forks: 9
AdityaNG/kan-gpt
The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling
Language: Python - Size: 3.05 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 715 - Forks: 55
silvermete0r/oikan
OIKAN (Optimized Interpretable Kolmogorov-Arnold Networks) is a neuro-symbolic ML framework that combines modern neural networks with classical Kolmogorov-Arnold representation theory.
Language: Jupyter Notebook - Size: 1.41 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 4 - Forks: 0
Omid-Nejati/MedViTV2
MedViTV2: Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention
Language: Jupyter Notebook - Size: 2.29 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 34 - Forks: 13
cgeils25/Chemical_Physics_and_KANs
research on kolmogorov-arnold networks for molecular property prediction
Language: Jupyter Notebook - Size: 22 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0
shortthirdman/Retail-Sales-Forecasting
Forecasting Retail Sales with Kolmogorov-Arnold Networks (KANs)
Language: Jupyter Notebook - Size: 220 KB - Last synced at: 4 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0
Yusen-Peng/KAN-LLaMA
Can KAN-based Sparse Autoencoders Interpret a Large Language Model?
Language: Python - Size: 208 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0
jshn9515/torchkan
TorchKAN: A Convolutional Kolmogorov-Arnold Networks Collection
Language: Python - Size: 587 KB - Last synced at: 10 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0
RomanBresson/KAGNN
This is the official repository for our paper KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning.
Language: Python - Size: 602 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 41 - Forks: 3
RamtinMoslemi/KAN-Papers
A complete list of papers on Kolmogorov-Arnold Networks (KANs) extracted from arXiv
Language: Jupyter Notebook - Size: 57.8 MB - Last synced at: 10 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0
K-H-Ismail/torchortho
Code for Learnable polynomial, trigonometric, and tropical activations
Language: Python - Size: 24.4 KB - Last synced at: 21 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0
remigenet/SigKAN
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
Language: Python - Size: 55.7 MB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 46 - Forks: 11
remigenet/TKAN
TKAN: Temporal Kolmogorov-Arnold Networks
Language: Python - Size: 56 MB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 200 - Forks: 28
kabachuha/nanoGPKANT
Testing KAN-based text generation GPT models
Language: Jupyter Notebook - Size: 583 KB - Last synced at: 20 days ago - Pushed at: 12 months ago - Stars: 16 - Forks: 1
mAliAytekin/kolmogorov-arnold-networks
a simple KAN implementation
Language: Python - Size: 0 Bytes - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0
hoangvanphi2004/KANs
This repo is dedicated to the mystery of Kolmogorov-Arnold world !!!
Language: Jupyter Notebook - Size: 579 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 2 - Forks: 0
hoangthangta/All-KAN
All-KAN: All Kolmogorov-Arnold Networks We Know
Language: Python - Size: 296 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0
ngmsonvn/NightKAN
Implementation of Kolmogorov-Arnold Networks (KAN) in PyTorch with novel enhancements 🔥
Size: 2.93 KB - Last synced at: 26 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
SamerMakni/timekan
Python library designed to integrate Kolmogorov Arnold Networks with recurrent mechanisms.
Language: Python - Size: 361 KB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0
withray/residualKAN
Residual Kolmogorov-Arnold Network (RKAN) is designed to enhance the performance of classic CNNs by incorporating RKAN blocks into existing architectures.
Language: Python - Size: 626 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 95 - Forks: 10
akshathmangudi/KAN-ViT
The official repository to "ViKANformer: Embedding Kolmogorov–Arnold Networks in Vision Transformers for Pattern-based Learning"
Language: Python - Size: 2.18 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
qksolov/kan-playground
Kolmogorov-Arnold Network playground
Language: Python - Size: 1.56 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
jdtoscano94/Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_PIKANs_DeepONets
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
Language: Jupyter Notebook - Size: 8.02 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 505 - Forks: 176
hoangthangta/FC_KAN
FC-KAN: Function Combinations in Kolmogorov-Arnold Networks
Language: Python - Size: 343 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 27 - Forks: 4
brainpolislab/E-KAN
E-KAN algorithm official repo with material to reproduce the experiments
Language: Python - Size: 2.12 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0
Anurag-Dutta/KOL-4-GEN
Visual Technique for Malware Classification
Language: Jupyter Notebook - Size: 5.04 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
hoangthangta/BSRBF_KAN
Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)
Language: Python - Size: 16.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 25 - Forks: 3
Anurag-Dutta/RISK-4-Auto
Visual Technique for In-Vehicle Network Traffic Classification
Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Aqasch/KANQAS_code
Code for Kolmogorov-Arnold Network for Quantum Architecture Search i.e., KANQAS
Language: Python - Size: 574 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 0
Anurag-Dutta/KAN-Vis
Visual Technique for Network Traffic Classification
Language: Jupyter Notebook - Size: 2.05 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
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.
Language: Python - Size: 7.74 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 437 - Forks: 33
hoangthangta/KAN-SGAN
Semi-supervised learning with Generative Adversarial Networks (GANs) using Kolmogorov-Arnold Network Layers (KANLs)
Language: Python - Size: 117 KB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 12 - Forks: 1
mieskolainen/icenet
D<ee>p Learning [dev library]
Language: Python - Size: 27.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 6
nlesc-dirac/pytorch
Improved LBFGS and LBFGS-B optimizers in PyTorch.
Language: Python - Size: 364 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 55 - Forks: 4
ednialzavlare/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.
Language: Python - Size: 85.9 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 0
DiegoFloresWenHao/LightKAN_for_Astral_Objects_Classification
Lightweight Kolmogorov-Arnold Network based model for Image Classification
Language: Python - Size: 12.7 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
knottwill/CoxKAN
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis
Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 8 - Forks: 0
ceenaa/KAN
Kolmogorov-Arnold Networks simple implementation using pytorch
Language: Jupyter Notebook - Size: 54.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
andythetechnerd03/KAN-It-Play-Flappy-Bird
Short experiment with Deep Q-Learning + KAN to play Flappy Bird.
Language: Python - Size: 19.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 6 - Forks: 0
Khochawongwat/GRAMKAN
KAN meets Gram Polynomials
Language: Jupyter Notebook - Size: 2.85 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 2
thisisanshgupta/KAN_based_GPT
This is a GPT model from nanoGPT but with a twist of KAN:)
Language: Python - Size: 28.3 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
jordan7186/kangnn-experiment
Experiments on using Kolmogorov-Arnold Networks (KAN) on Graph Learning
Language: Jupyter Notebook - Size: 2.18 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
ambideXtrous9/Kolmogorov-Arnold-Network-KAN-with-MobileNetV2
KAN
Language: Jupyter Notebook - Size: 465 KB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0
AbhishekRS4/overhead_mnist
DL model deployment using docker, API deployment with FastAPI, and MLOps using WandB for overhead-mnist dataset
Language: Python - Size: 2.91 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
hoangthangta/ThangKAN
KANs for text classification on GLUE tasks
Language: Python - Size: 9.58 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0
team-daniel/KAN
Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
Language: Jupyter Notebook - Size: 4.15 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 79 - Forks: 8
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.
Language: Python - Size: 2.35 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
