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🎨 Diagram as Code for prototyping cloud system architectures
Streamlit — A faster way to build and share data apps.
An API wrapper for Discord written in Python.
An open access book on scientific visualization using python and matplotlib
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
Automating packaging and software distribution on macOS.
Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
Football pitch plotting library for matplotlib
Deep Learning Computer Vision Algorithms for Real-World Use
This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)
kloppy: standardizing soccer tracking- and event data
Laurie's code for Metrica tracking data.
most pretty & lovely tables with matplotlib
Collection of tools and scripts for analysis and visualisation of football data.
⚽️ Extract, prepare and publish Transfermarkt datasets.
A lightweight Python library for running simple Monte Carlo Simulations on Pandas Series data
Using a Deep Neural Network (DNN) to predict the results of Premier League Football Matches
Python Package for scraping NHL Play-by-Play and Shift data
Sergio Llana's passing network plots with eventing and tracking football data
Data driven tactical and video analysis of soccer games.
Asynchronous, object-oriented Python wrapper for the Call of Duty API.
A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection
get football tracking data from TV broadcast using yoloV5, Deep sort