Skip to content

Extended Kalman filter for training neural-networks

License

Notifications You must be signed in to change notification settings

martinrohbeck/kalmaNN

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

39 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

kalmaNN

Extended Kalman Filter for Training Neural-Networks

An implementation of chapter two from Kalman Filtering and Neural Networks by Haykin.

The file knn.py contains a class for creating and training a multilayer perceptron by either extended Kalman filter (Newton-Raphson) or stochastic gradient descent. Enjoy!

alt text

alt text

alt text

alt text

alt text

alt text

About

Extended Kalman filter for training neural-networks

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%