PNN_S

Probablistic neural network implementation in Python, with a write-up in Typst. The project includes data preprocessing, model training, and evaluation on the Spambase dataset. The write-up covers the methodology, results, and conclusions drawn from the experiments.

The write up in polish is available in the WriteUp directory.

Requirements

• Python 3.14
• Typst 0.14.2
• uv

Running the project

Running the main script

To run the main script, use the following command in your terminal:

uv run main.py

Building the write-up

To build the write-up, use the following command:

typst compile --root . WriteUp/main.typ