matfeig's starred repositories
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
matplotlib-tutorial
Matplotlib tutorial for beginner
DataScienceProjects
The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.
Soccer-Analyses
The code here is pretty much everything I use to create my datasets (from FBRef) or visuals. Most my scatter plots are made in Tableau, though, using the dataset created from the FBRef dataset download
highlight_text
functions to plot text with <highlighted substrings> in matplotlib.
football-graphs
Graphs and passing networks in football.
Game-Animation
A python tool to visualise game animations
soccerplots
A Python package for data visualisation for football analytics.
BirdsPyView
A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection
floodlight
Python package for streamlined analysis of sports data.
understat-db
Create a database of ⚽️ data from understat.com
Metrica-pitch-control
A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer
outliers-football
Identify young outliers in football.
PlayingNumbers
Repo for github Profile
Football-Analytics-101
Try to collect useful Information about football analytics.
SpatialSoccerAnalysis
This is a series of projects slowly building of StatsBomb's datasets. I am attempting to apply spatial analytic techniques and libraries to the problem of analyzing soccer information. This is entirely python based
metrica_analysis
Working with Metrica Sports open tracking data
SoccermaticsForPython
This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)
StatsBomb-Invincibles
Udacity Nanodegree - Data Scientist - Capstone Project