Skip to content

siyuan0/gp-kan

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

15 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Gaussian Process Kolmogorov Arnold Network

Combines the ideas of Kolmogorow Arnold Network and deep gaussian process networks. Uncertainty propagation across neurons is done via inner product of the input distribution with a function sampled from the neuron's GP, producing a Gaussian output.

Simulations contain a demo on verifying the calculations of a neuron's output, and a demo using a simple model composed of these neurons for MNIST classification

About

No description, website, or topics provided.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published