SkillAgentSearch skills...

KalmaNN

Extended Kalman filter for training neural-networks

Install / Use

/learn @jnez71/KalmaNN
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

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

Related Skills

View on GitHub
GitHub Stars97
CategoryDevelopment
Updated3mo ago
Forks24

Languages

Python

Security Score

97/100

Audited on Dec 25, 2025

No findings