kolmogorov-arnold-networks topic

List kolmogorov-arnold-networks repositories

pytorch

65
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6
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Improved LBFGS and LBFGS-B optimizers in PyTorch.

kan-gpt

725
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54
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725
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The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling

KAN

259
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31
Forks
259
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Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.

torch-conv-kan

530
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45
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530
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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...

TKAN

220
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31
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220
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TKAN: Temporal Kolmogorov-Arnold Networks

BSRBF_KAN

27
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3
Forks
27
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Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)

FC_KAN

36
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6
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36
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FC-KAN: Function Combinations in Kolmogorov-Arnold Networks

KAN-SGAN

18
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2
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18
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Semi-supervised learning with Generative Adversarial Networks (GANs) using Kolmogorov-Arnold Network Layers (KANLs)

kat

836
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58
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836
Watchers

[ICLR2025] Kolmogorov-Arnold Transformer