A tutorial on using cross validation and calibrating predictions for expected goals models in soccer
☆35May 27, 2020Updated 5 years ago
Alternatives and similar repositories for expected_goals_deep_dive
Users that are interested in expected_goals_deep_dive are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer☆27Aug 5, 2020Updated 5 years ago
- A repository for analysis on Expected Goals using StatsBomb and Wyscout data☆57Sep 13, 2022Updated 3 years ago
- ☆10Jun 2, 2020Updated 5 years ago
- Create a database of ⚽️ data from understat.com☆27Oct 19, 2021Updated 4 years ago
- A python package that is a wrapper for Plotly to generate football tracking and event data plots☆13Aug 11, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Python project trying to facilitate and being a starting point for soccer analytics projects.☆133Jun 3, 2020Updated 5 years ago
- A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection☆76Nov 30, 2023Updated 2 years ago
- A Python package for training and analyzing expected goals (xG) models in soccer.☆220Jun 4, 2024Updated last year
- ☆10Sep 22, 2020Updated 5 years ago
- a shot at coordinating open source football analytics builders to work towards common standards with interoperability as the goal☆19Jul 27, 2022Updated 3 years ago
- ☆32Apr 10, 2018Updated 7 years ago
- Repository for a how-to on training an expected-goals model for football.☆20Jan 25, 2019Updated 7 years ago
- Dash app visualizing StatsBomb's FIFA World Cup 2018 data.☆14Feb 2, 2024Updated 2 years ago
- Backtesting team-strength models☆21Jun 2, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A Python package for data visualisation for football analytics.☆83Apr 29, 2021Updated 4 years ago
- This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)☆410Feb 22, 2022Updated 4 years ago
- To plot pitch control models on Liverpool's tracking data☆11May 25, 2020Updated 5 years ago
- Comprehensive Guide to explaining, creating and using an xG model☆35Jan 28, 2021Updated 5 years ago
- To scrape data from fbref.com provided by StatsBomb☆140Mar 21, 2022Updated 4 years ago
- An extendable Statsbomb API wrapper for data-pipelines☆53Mar 31, 2022Updated 3 years ago
- Expected goals calculator☆27Mar 13, 2019Updated 7 years ago
- Sergio Llana's passing network plots with eventing and tracking football data☆133May 18, 2020Updated 5 years ago
- Identify young outliers in football.☆26Jul 7, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Public analytics toolbox in R☆15Oct 25, 2020Updated 5 years ago
- A short example notebook on how Jupyter voila and ipywidgets like qgrid and bqplot can be used to create an interactive football pitch.☆18Jun 19, 2019Updated 6 years ago
- A couple of functions to create customized passing networks with event data by Statsbomb and tracking data by Metrica Sport☆49Oct 1, 2021Updated 4 years ago
- JSON Schema Validition for the Soccer Common Data Format☆14Mar 19, 2026Updated last week
- Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning predic…☆73Apr 10, 2022Updated 3 years ago
- A work in progress repository to create a digital representation of football broadcast footage⚽.☆13Mar 12, 2021Updated 5 years ago
- Machine Learning models to predict goals in football games.☆12Aug 24, 2017Updated 8 years ago
- Synchronise event and tracking data using dynamic programming☆66Aug 30, 2023Updated 2 years ago
- Convert soccer event stream data to SPADL and value player actions using VAEP or xT☆750Jan 7, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Contains code and content output for assignments for the Uppsala University Mathematical Modelling of Football course.☆14Nov 15, 2020Updated 5 years ago
- functions to plot text with <highlighted substrings> in matplotlib.☆131Sep 24, 2021Updated 4 years ago
- Attempt at quantifying expected goals in a soccer game☆14Jan 11, 2026Updated 2 months ago
- Getting started with soccer analytics☆1,671May 26, 2024Updated last year
- functions to draw a football pitch in various available styles for matplotlib and bokeh☆12Nov 9, 2018Updated 7 years ago
- Football pitch plotting library for matplotlib☆508Nov 2, 2025Updated 4 months ago
- Plot soccer event data in R/ggplot2☆197Oct 7, 2024Updated last year