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sports-analytics
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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
⚽📈 A curated list of awesome resources related to Soccer Analytics.
Collection of sports betting AI tools.
Cool experiments at the intersection of Computer Vision and Sports ⚽🏃
A Set of Functions to Efficiently Scrape NFL Play by Play Data
Python library to parse, analyze and visualize Counter-Strike 2 data
Home for all your GPS Tracks: Visualize, share and manage your GPS tracks.
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)
Scraping statistics, predicting NBA player performance with neural networks and boosting algorithms, and optimising lineups for Draft Kings with genetic algorithm
A python package for turning sports video into csv files
Using data analytics and machine learning to create a comprehensive and profitable system for predicting the outcomes of NBA games.
A curated list of football analytics awesome resources, articles, books and more!
Betting on the NBA with data
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 free and open source performance monitor for rowing machines