Top 21 sports-analytic Open-Source Projects

• football_analytics

  5 1,715 7.2 Jupyter Notebook

  📊⚽ 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.

Project mention: Football Analytics Bible: A collection of projects, data, and analysis | news.ycombinator.com | 2023-12-07

• NBA-Machine-Learning-Sports-Betting

  4 1,057 6.4 Python

  NBA sports betting using machine learning

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• socceraction

  1 557 9.1 Python

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

  

• sports

  2 438 5.9 Jupyter Notebook

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

• nflfastR

  7 393 8.1 R

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

  

• awpy

  2 354 7.0 Python

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

• sports-betting

  0 311 7.5 Python

  Collection of sports betting AI tools.

• SaaSHub

  www.saashub.com featured

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• football-crunching

  1 305 0.0 Jupyter Notebook

  Analysis and datasets about football (soccer)

• SportsLabKit

  5 203 6.6 Jupyter Notebook

  A python package for turning sports video into csv files

Project mention: Introducing SportsLabKit: A Toolkit for Multi-Object Tracking in Sports | /r/computervision | 2023-09-24

I'd like to introduce SportsLabKit, a toolkit aimed at improving multi-object tracking in sports through computer vision. This is a project that I have been working on for a while now, and I thought it was about time to share it!

• nba-sql

  14 164 4.5 Python

  :basketball: An application to build an NBA database backed by MySQL, Postgres, or SQLite

• CubeTrek

  4 98 7.4 HTML

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

Project mention: Topographical 3D models from GPS tracks | news.ycombinator.com | 2024-04-20

Some background: the link shows an example of a GPS track in the Swiss Alps (Engadin valley).

The web app dynamically creates 3D models from any GPS track, you can try it yourself on https://cubetrek.com

And everything is open source, of course: https://github.com/r-follador/CubeTrek

• openrowingmonitor

  2 94 0.0 JavaScript

  A free and open source performance monitor for rowing machines

• procyclingstats

  1 44 7.3 Python

  procyclingstats scraper

• sports-analytics

  1 32 2.6 Jupyter Notebook

  Data collection, processing, visualization, modeling, and ideation in the space of sports analytics

• OpenWeightlifting

  1 30 9.5 Go

  Repository that is deployed for the OpenWeightlifting site

• FirstCyclingAPI

  1 22 4.0 Python

  An unofficial Python API wrapper for firstcycling.com

• CSGOPredictor

  1 12 10.0 Python

  A python app that automatically collects, preprocesses game data and generates real-time predictions for Counter-Strike: Global Offensive competitive matches

• statlift

  1 9 5.2 Python

  Free Analytics for Strong Data.

• football-news-api

  1 7 5.3 JavaScript

  The Football News Aggregator API is a powerful tool for football enthusiasts to stay updated with live and latest football news.

Project mention: Sharing a useful API I created | /r/developersIndia | 2023-08-14

Explore the football world without hassle. Check out the code and documentation on GitHub: Football News Aggregator Live. Test it directly on RapidAPI: Test Football News Aggregator Live API.

• trackfootball.app

  1 4 7.7 TypeScript

  TrackFootball.app - democratising Football science

Project mention: Endurain: Self-hosted Strava like service | news.ycombinator.com | 2023-12-23

Oh nice, also check out https://github.com/divyenduz/trackfootball.app

It is like Strava for Football (gets data using Strava OAuth). Open source, but docs aren't simply there yet for host-ability!

Also, don't want to hijack your post, but some people might be interested in a football variant! Will defn try Endurain soon

• CSGO-Pro-Gear-Performance-and-EDA

  5 1 0.0 Jupyter Notebook

  Modeling Professional (CS:GO) Gamer's Accuracy Performance Based on Gear and Settings, and Exploratory Data Analysis.

• SaaSHub

  www.saashub.com featured

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sports-analytics related posts

• Topographical 3D models from GPS tracks

  1 project | news.ycombinator.com | 20 Apr 2024

• An Open Source Alternative to Strava

  1 project | news.ycombinator.com | 2 Feb 2024

• Show HN: I'm building a Strava alternative (GPS tracks visualizer and analysis)

  1 project | news.ycombinator.com | 1 Jan 2024

• Endurain: Self-hosted Strava like service

  7 projects | news.ycombinator.com | 23 Dec 2023

• Data for players on field play-by-play?

  6 projects | /r/NFLstatheads | 5 Apr 2023

• Flashing Theme Selection

  3 projects | /r/nextjs | 30 Mar 2023

• [OC] Cumulative Win Probability Added: AFC Bubble

  1 project | /r/nfl | 5 Jan 2023
• A note from our sponsor - SaaSHub
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