jalsarraf0 / basic-perceptron-neural-network Goto Github PK

This is a simple Python script that is a perceptron neural network. This is the first version of it and will become increasingly complex as I continue to update this project.

Simple synaptic weights, random seeds, training inputs using the sigmoid derivative. It uses a 3 by 1 matrix. This script will also print the outputs of "synaptic weights after training" and "outputs after training."

You can also set the amount of iterations on line 23. Don't overdo it though or else your computer will be left processing for a while!

Added a new file (neural_net.py) for some minor real world applications. Not super useful but fun to try. Bugs smashed!

No known bugs at this time. 

Version 0.0.3