glingi / kalmaNN

Extended Kalman Filter for Training Neural-Networks

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

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

License:MIT License


Languages

Language:Python 100.0%