Welcome to exRES 👋

A machine learning project to predict the 2024/2025 season of the English Premier League

Install

Create the Virtual Environment

pip -m venv .venv

Activate

source .venv/bin/activate

Install Dependencies

pip install -r requirements.txt

Enable http server

python -m http.server 5566

Usage

python src/preprocessing.py
python src/learn.py
python src/standings.py

In your browser, visit http://localhost:5566

Acknowledgement

The dataset for this project was obtained from Club Football Match Data

Author: Adam Gábor

ORCID: https://orcid.org/0009-0001-9252-5976

Affiliation: Faculty of Informatics and Information Technologies, Slovak University of Technology in Bratislava

Year: 2025