https://github.com/remigenet/keras_efficient_kan

https://github.com/remigenet/keras_efficient_kan

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/remigenet/keras_efficient_kan
• Owner: remigenet
• License: other
• Created: 2024-07-22T20:30:06.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-09-09T09:49:08.000Z (4 months ago)
• Last Synced: 2024-09-09T11:33:38.534Z (4 months ago)
• Language: Python
• Size: 17.6 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-kan - keras_efficient_kan

README

        
# Keras Efficient Kan 

Keras package reproducting the pytorch [efficient_kan implementation](https://github.com/Blealtan/efficient-kan)

Package is available on pypi [here](https://pypi.org/project/keras-efficient-kan/)

It implements KANLinear based on [Kolmogorov-Arnold Network](https://arxiv.org/abs/2404.19756) that can be used as a drop-in replacement for Dense layers in Keras models.

It supports array with more than 2 dimensions, applying the same transformation to all the dimensions except the last one.

Shield: [![CC BY-NC-SA 4.0][cc-by-nc-sa-shield]][cc-by-nc-sa]

This work is licensed under a

[Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa].

[![CC BY-NC-SA 4.0][cc-by-nc-sa-image]][cc-by-nc-sa]

[cc-by-nc-sa]: http://creativecommons.org/licenses/by-nc-sa/4.0/

[cc-by-nc-sa-image]: https://licensebuttons.net/l/by-nc-sa/4.0/88x31.png

[cc-by-nc-sa-shield]: https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg