DataScience

Advancing NFL Analytics Application Online

https://lunacub-uob-datascience-2024.hf.space/

Project Overview

This project is a part of the coursework for the Applied Data Science module in the third year at the University of Bristol. Our team is tasked with working on the dataset from the NFL Big Data Bowl. The key objectives include exploring the dataset, performing data visualization, and ultimately preparing a comprehensive report.

Team Members

Roy Chen - ky20336@bristol.ac.uk - @Dorrrrrrrr
Stephen Chen - uv21031@bristol.ac.uk - @Dusk Xi
Guy Anderson - qh21842@bristol.ac.uk - @GuyAnderson1
James Jones - gw21491@bristol.ac.uk - @TheVenomousJam
Toby Smith - ja20665@bristol.ac.uk - @toby-smith

Technical Stack

The primary programming language used in this project is Python. We are utilizing a range of machine learning and neural network libraries, including PyTorch, to analyze and process the dataset effectively. As the project evolves, we may incorporate additional tools and technologies to enhance our analysis and reporting capabilities.

Installation Instructions & Usage

Local:

pip install -r reqiuerments.txt
cd src
python ui.py

Online: