ProformAnalytics / tutorial_nbs
Jupyter notebook tutorials for football analytics
☆9Updated 4 years ago
Alternatives and similar repositories for tutorial_nbs:
Users that are interested in tutorial_nbs are comparing it to the libraries listed below
- A tutorial on using cross validation and calibrating predictions for expected goals models in soccer☆34Updated 4 years ago
- SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions …☆40Updated 4 years ago
- Friends of Tracking: Tutorial on valuing actions in football.☆131Updated last year
- ☆41Updated 4 years ago
- ☆22Updated 6 years ago
- ☆9Updated this week
- repo to hold pdfs, notebooks, and data for FOT lectures☆46Updated 4 years ago
- A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer☆22Updated 4 years ago
- A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection☆74Updated last year
- An implementation of Karun Singh's Expected Threat with R. Data in the SPADL form is required.☆22Updated 3 years ago
- Convert StatsBomb's JSON data into easy-to-use CSV format.☆53Updated 10 months ago
- Comprehensive Guide to explaining, creating and using an xG model☆35Updated 4 years ago
- ☆31Updated 6 years ago
- This repository will contain getting started material with R using the StatsBomb dataset.☆63Updated 4 years ago
- A Python package for data visualisation for football analytics.☆80Updated 3 years ago
- Create a database of ⚽️ data from understat.com☆27Updated 3 years ago
- Example code to produce PassSonars from event data.☆50Updated 5 years ago
- Implementing ASA's Win Probability Model☆18Updated 2 years ago
- Synchronise event and tracking data using dynamic programming☆59Updated last year
- Repository for the 'Player Chemistry: Striving for a Perfectly Balanced Soccer Team' paper.☆32Updated last year
- An example of how to create a xG model using R and Wyscout event data☆75Updated last year
- Soccer Plotting Library☆31Updated 4 years ago
- Last row tracking data and code☆88Updated 4 years ago
- ☆95Updated 2 years ago
- A small Python package for estimating & plotting Bayesian hierarchical models for player-level football data☆27Updated 4 years ago
- Create a pitch plot ready for Statsbomb data☆54Updated 6 years ago
- ☆14Updated 4 years ago
- An extendable Statsbomb API wrapper for data-pipelines☆50Updated 2 years ago
- Sergio Llana's passing network plots with eventing and tracking football data☆125Updated 4 years ago
- A repository for analysis on Expected Goals using StatsBomb and Wyscout data☆53Updated 2 years ago