sports-analytics

computer vision and sports

📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

NBA sports betting using machine learning

Convert soccer event stream data to SPADL and value player actions using VAEP or xT

Collection of sports betting AI tools.

⚽📈 A curated list of awesome resources related to Soccer Analytics.

Cool experiments at the intersection of Computer Vision and Sports ⚽🏃

Python library to parse, analyze and visualize Counter-Strike 2 data

Home for all your GPS Tracks: Visualize, share and manage your GPS tracks.

A Set of Functions to Efficiently Scrape NFL Play by Play Data

Analysis and datasets about football (soccer)

[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)

A python package for turning sports video into csv files

Scraping statistics, predicting NBA player performance with neural networks and boosting algorithms, and optimising lineups for Draft Kings with genetic algorithm

The unravelsports package aims to aid researchers, analysts and enthusiasts by providing intermediary steps in the complex process of turning raw sports data into meaningful information and actionable insights.

A curated list of football analytics awesome resources, articles, books and more!

[CVPR 2025] "Towards Universal Soccer Video Understanding".

Using data analytics and machine learning to create a comprehensive and profitable system for predicting the outcomes of NBA games.

Python wrapper for the CFBD API

Betting on the NBA with data