kolmogorov-arnold-networks

There are 2 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
gpt kanformers kolmogorov-arnold-networks kolmogorov-arnold-representation llm text-generation transformers
Language:Python 669
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.
computer-vision convolutional-neural-networks kolmogorov-arnold-networks
Language:Python 294
team-daniel / KAN
Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
kolmogorov-arnold-networks
Language:Jupyter Notebook 156
remigenet / TKAN
TKAN: Temporal Kolmogorov-Arnold Networks
kolmogorov-arnold-networks temporal temporal-networks tensorflow tensorflow2 timeseries-forecasting tkan
Language:Python 103
nlesc-dirac / pytorch
Improved LBFGS and LBFGS-B optimizers in PyTorch.
pytorch lbfgs optimization lbfgs-optimizer deep-learning nonlinear-optimization lbfgs-b kolmogorov-arnold-networks
Language:Python 49
kabachuha / nanoGPKANT
Testing KAN-based text generation GPT models
gpt kan kolmogorov-arnold-representation llm text-generation transformers kanformers kolmogorov-arnold-networks
Language:Jupyter Notebook 13
hoangthangta / BSRBF_KAN
Combine B-Spline (BS) and Radial Basic Function (RBF) in Kolmogorov-Arnold Networks (KANs)
b-splines efficientkan fast-kan kans kolmogorov-arnold-networks mnist radial-basis-function
Language:Python 10
remigenet / SigKAN
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
kolmogorov-arnold-networks rough-paths signature temporal tensorflow2 time-series
Language:Python 6
hoangthangta / ThangKAN
KANs for text classification on GLUE tasks
glue kans text-classification pykan efficient-kan binary-classification kolmogorov-arnold-networks faster-kan fastkan
Language:Python 4
jordan7186 / kangnn-experiment
Experiments on using Kolmogorov-Arnold Networks (KAN) on Graph Learning
gnn graph kan kolmogorov-arnold-networks
Language:Jupyter Notebook 4
Khochawongwat / GRAMKAN
KAN meets Gram Polynomials
deep-learning kolmogorov-arnold-networks mlp polynomials
Language:Jupyter Notebook 3
ambideXtrous9 / Kolmogorov-Arnold-Network-KAN-with-MobileNetV2
KAN
fully-connected-network kolmogorov-arnold-networks mlp mobilenetv2
Language:Jupyter Notebook 2
byin-cwi / Toy-KAN
Fourier-KAN, Lapalce-KAN and wavelet-KAN
kolmogorov-arnold-networks
Language:Jupyter Notebook 2
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.
ai ai-models architecture bitnet kolmogorov-arnold-networks llms mixture-of-experts model moe neural-network retentive-network retnet
Language:Python 2
DeTraffic / detraffic
A multi-agent deep reinforcement learning model to de-traffic our lives
multi-agent-reinforcement-learning reinforcement-learning sumo-rl traffic-light-control dqn dqn-pytorch kan kolmogorov-arnold-networks model-free-rl kaqn kaqn-pytorch
Language:Python 1
thisisanshgupta / KAN_based_GPT
This is a GPT model from nanoGPT but with a twist of KAN:)
deep-learning gpt kolmogorov-arnold-networks machine-learning transformer
Language:Python 1
AbhishekRS4 / overhead_mnist
DL model deployment using docker, API deployment with FastAPI, and MLOps using WandB for overhead-mnist dataset
computer-vision deep-learning pytorch satellite-image-classification overhead-image-classification wandb docker fastapi kolmogorov-arnold-networks cnn automatic-mixed-precision-training
Language:Python 0
forbiddenvelocity / Kolmogorov-Arnold-Network
Just experimenting with KANNs in pytorch
deep-neural-networks kolmogorov-arnold-networks neural-network
Language:Jupyter Notebook 0
hoangthangta / KAN-GAN
Generative Adversarial Networks (GANs) using Kolmogorov-Arnold Network Layers (KANLs)
kolmogorov-arnold-networks generative-adversarial-network
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.
kan knowledge-distillation kolmogorov-arnold-networks kolmogorov-arnold-representation mnist-classification
Language:Python

kolmogorov-arnold-networks

AdityaNG / kan-gpt

IvanDrokin / torch-conv-kan

team-daniel / KAN

remigenet / TKAN

nlesc-dirac / pytorch

kabachuha / nanoGPKANT

hoangthangta / BSRBF_KAN

remigenet / SigKAN

hoangthangta / ThangKAN

jordan7186 / kangnn-experiment

Khochawongwat / GRAMKAN

ambideXtrous9 / Kolmogorov-Arnold-Network-KAN-with-MobileNetV2

byin-cwi / Toy-KAN

ednial0zavlare / MixKABRN

DeTraffic / detraffic

thisisanshgupta / KAN_based_GPT

AbhishekRS4 / overhead_mnist

forbiddenvelocity / Kolmogorov-Arnold-Network

hoangthangta / KAN-GAN

pranavgupta2603 / KAN-Distillation