Linear Perceptron Classifier

Description

This project is an implementation of a handwritten digit recognition model using the Single-Layer Perceptron learning algorithm.

Instructions to run

1. Create a virtual environment
   • $ python3 -m venv myvenv
2. Activate the virtual environment
   • $ source myvenv/bin/activate
3. Install the requirements
   • $ pip install -r requirements.txt
4. Run the tests
   • $ python test_feature_extraction.py
5. Run the main script
   • $ python main.py
6. Deactivate the virtual environment
   • $ deactivate

Resources

• Single-Neuron Perceptron

• Abstract Syntax Trees