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โšฝ GOALdigger: Football Prophecies

โ€œWhat if football drama could be predicted?โ€ โ€” Welcome to GOALdigger, where AI meets the pitch!

GOALdigger is a machine learning project that predicts football match outcomes and scorelines using historical match data, team statistics, and team-specific attributes.

๐Ÿ”ฎ Features

  • Predicts the outcome: Home Win, Draw, or Away Win
  • Estimates goal scorelines for each team
  • ELO-based team strength tracking
  • Rolling window statistics for team form
  • Dramatic match commentary generation (when big teams lose/draw)

๐Ÿง  Models

  • Classification: Predicts match result (Win/Draw/Loss)
  • Regression: Predicts expected goals for both teams

๐Ÿš€ Getting Started

๐Ÿ“‚ Database Download

The full SQLite database (database.sql, ~200MB) is too large for GitHub.
You can download it from Google Drive:

๐Ÿ‘‰ Click here to download the database

After downloading, place database.sql in the project root directory before running main.py.

GOALdigger โšฝ โ€“ Football Prophecies

CodeDay Certificate

A Python-based machine learning project that predicts football match outcomes and scorelines.

Clone the repository

git clone https://github.com/mishraansh07/GOALdigger-Football-Prophecies.git
cd GOALdigger-Football-Prophecies 

About

A Python-based machine learning project that predicts football match outcomes (win/draw/loss) and exact scorelines using historical match data, dynamic Elo ratings, and static team attributes. Built with PyTorch and scikit-learn.

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