Skip to content

KomangAndika/KAN-Binary-CLassification

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

13 Commits
 
 
 
 

Repository files navigation

KAN-Binary-CLassification

image I use KAN KAN KAN KAN KAN KAN KAN KAN KAN KAN KAN KAN KAN

Honestly i dont know what to write here
Activation Function learns rather than weight i suppose, replacing every weight with spline (Spine much better)

Proved to be better performance than MLP (Multilayer perceptron)
Still some doubt because it was tested on small dataset

Pros:

  • Easier to iterpret
  • Smaller storage needed

Cons:

  • slow af evethough usig the same amout of parameter to MLP

Check out the paper: https://arxiv.org/abs/2404.19756
Very gud paper but i can't understand the math and I can't read many sentences (me dumb)

About

I use KAN (Kolmogorov-Arnold Network) on simple implementation in binary classification of diabetes dataset

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors