Stars
The open source initiative for anonymized, elite-level athletic motion capture data. Run by Driveline Baseball.
Pen and paper exercises in machine learning
Houses baseball data from various sources from the internet
Getting started with soccer analytics
NCAA Baseball Analysis (All years 16-present)
📊⚽ 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.
Script for creating MySQL database containing Lahman Baseball Data
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
An API wrapper for Discord written in Python.
sportsdataverse python package
Play by play scraper and parser for NCAA data - collects data from stats.ncaa.org - aiming to approximate retrosheet (https://www.retrosheet.org/) format
A package written for R focused on baseball analysis. Currently in development.
A simple framework in python to create multi page web application using streamlit
A deep learning based AI bot for playing the football simulation game FIFA 18 (Windows platform)
⚾🤖⚾ Automatic baseball pitching overlay in realtime
Data Apps & Dashboards for Python. No JavaScript Required.
Play-by-play scraper and parser for NCAA D1 baseball
Data and code behind the articles and graphics at FiveThirtyEight
Compilation of resources for aspiring data scientists