Skip to content

ReeseMoe73/Hand-Made-Shallow-Artificial-Neural-Network-in-Python

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 

Repository files navigation

Hand-Made-Shallow-Artificial-Neural-Network-in-Python

a basic 2-layer Artificial Neural Network utilizing static backpropagation using Numpy in Python.

A minimal NumPy-only feed-forward neural network (1 hidden layer) that learns the function “predict the next number from a pair,” e.g., [1, 2] → 3, [2, 3] → 4. The script demonstrates forward propagation, mean-squared error tracking, and vanilla backpropagation with gradient-based updates

About

a basic 2-layer Artificial Neural Network utilizing static backpropagation using Numpy in Python.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages