AntonioTepsich / Convolutional-KANs

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

AntonioTepsich
AntonioTepsich
Date Created 2024-05-07 (10 months ago)
Commits 220 (last one 4 months ago)
Stargazers 851 (2 this week)
Watchers 13 (0 this week)
Forks 87
License mit
Ranking

RepositoryStats indexes 632,869 repositories, of these AntonioTepsich/Convolutional-KANs is ranked #61,928 (90th percentile) for total stargazers, and #161,787 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #1,337/19,068.

AntonioTepsich/Convolutional-KANs is also tagged with popular topics, for these it's ranked: deep-learning (#1,497/8814),  computer-vision (#458/3298),  cnn (#81/573)

Other Information

AntonioTepsich/Convolutional-KANs has Github issues enabled, there are 12 open issues and 8 closed issues.

Star History

Github stargazers over time

90090080080070070060060050050040040030030020020010010000Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Watcher History

Github watchers over time, collection started in '23

14141212101088664422Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Recent Commit History

220 commits on the default branch (master) since jan '22

250250200200150150100100505000Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Yearly Commits

Commits to the default branch (master) per year

25025020020015015010010050500020242024

Issue History

Total Issues
Open Issues
Closed Issues
2020181816161414121210108866442200Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Languages

The primary language is Jupyter Notebook but there's also others...

Jupyter NotebookJupyter NotebookPythonPython

updated: 2025-03-28 @ 01:57am, id: 797008340 / R_kgDOL4Fh1A