2 Models

Final project for CS480 at SSU.

Information

This project was created in order to learn more about neural architectures. To complete it, I built two models - a Perceptron model and a Neural Network.

To build

This project has the following dependancies:

• Python 3.10+
• Numpy
• Pandas

To run

python3 main.py

The program will display output for 3 training runs, each constituting a part of the project. For each part, the model will train for 1000 epochs and then it's accuracy will be evaluated.

• Part 1: A Perceptron model trained on the numbers 7 and 9.
• Part 2: A Perceptron model trained on the numbers 0 through 9.
• Part 3: A Neural Network trained on the numbers 0 through 9.