[ICLR2025] Kolmogorov-Arnold Transformer
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Mar 23, 2025 - Python
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kolmogorov-arnold-networks
Here are 93 public repositories matching this topic...
The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling
transformers text-generation gpt kolmogorov-arnold-representation llm kolmogorov-arnold-networks kanformers
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Nov 25, 2024 - Python
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
machine-learning tutorial deep-learning neural-network pytorch neural-networks inverse-problems jax pinns deeponet physicsinformedneuralnetworks inverse-pinns kolmogorov-arnold-networks pikans cpikans
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Feb 23, 2025 - Jupyter Notebook
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.
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Nov 19, 2024 - Python
RKAN: Residual Kolmogorov-Arnold Network is designed to enhance the performance of deep learning models.
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Oct 28, 2025 - Python
Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
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Sep 5, 2024 - Jupyter Notebook
TKAN: Temporal Kolmogorov-Arnold Networks
tensorflow keras torch temporal-networks temporal jax timeseries-forecasting tensorflow2 keras3 kolmogorov-arnold-networks tkan
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Dec 16, 2024 - Python
Kolmogorov-Arnold Networks built on JAX
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Dec 18, 2025 - Python
MedViTV2: Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention (Applied Soft Computing 2025)
transformers medical-imaging classification medmnist medical-image-classification kolmogorov-arnold-networks medmnistv2
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Dec 12, 2025 - Jupyter Notebook
Improved LBFGS and LBFGS-B optimizers in PyTorch.
deep-learning optimization pytorch nonlinear-optimization lbfgs lbfgs-optimizer lbfgs-b kolmogorov-arnold-networks
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Nov 4, 2024 - Python
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
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Nov 24, 2024 - Python
This is the official repository for our paper KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning.
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Nov 18, 2025 - Python
Parametric differentiable curves with PyTorch for continuous embeddings, shape-restricted models, or KANs
python machine-learning deep-learning interpolation pytorch embeddings curve-fitting spline kan b-splines parametric-curves legendre-polynomials kolmogorov-arnold-networks
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Nov 22, 2025 - Python
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis
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Sep 20, 2025 - Jupyter Notebook
FC-KAN: Function Combinations in Kolmogorov-Arnold Networks
radial-basis-function b-splines wavelets basis-functions gaussians kolmogorov-arnold-networks function-combination
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Nov 21, 2025 - Python
A systematic review of Kolmogorov-Arnold Networks that bridges them with MLPs, highlights their parameter-efficient, interpretable edge-basis design, maps the open-source ecosystem, and offers a practical guide to choosing architectures.
kan systematic-review practical-guide kolmogorov-arnold-networks physiscs-informed-neural-networks choose-your-kan
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Dec 10, 2025
All-KAN: All Kolmogorov-Arnold Networks We Know
image-classification radial-basis-function b-splines wavelets function-fitting kolmogorov-arnold-networks
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Nov 16, 2025 - Python
Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)
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Nov 30, 2025 - Python
[ICASSP 2025] Official code of "Exploring Kolmogorov-Arnold networks for realistic image sharpness assessment"
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Aug 31, 2025 - Python
Time Series Anomaly Detection using a Kolmogorov-Arnold Network
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May 21, 2025 - Jupyter Notebook
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