miyunluo / IRL-icehockey
Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players, IJCAI 2020.
☆9Updated 4 years ago
Alternatives and similar repositories for IRL-icehockey:
Users that are interested in IRL-icehockey are comparing it to the libraries listed below
- ☆14Updated 6 years ago
- Measuring soccer player's creativity☆36Updated 9 months ago
- A look-ahead multi-entity Transformer for modeling coordinated agents.☆50Updated 3 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
- Synchronize soccer event and tracking data☆36Updated 11 months ago
- ☆8Updated 8 years ago
- Repository for the 'Player Chemistry: Striving for a Perfectly Balanced Soccer Team' paper.☆32Updated last year
- U.S. Soccer Federation 2023 MIT Sloan Sports Analytics Conference Graph Neural Network soccer research repository☆104Updated 7 months ago
- A multi-entity Transformer for multi-agent spatiotemporal modeling.☆66Updated 3 years ago
- overview into resources for analyzing the games, working with the data and showcasing applications of the broadcast tracking data.☆17Updated 3 years ago
- ☆78Updated last year
- ☆64Updated last year
- A tutorial on using cross validation and calibrating predictions for expected goals models in soccer☆35Updated 4 years ago
- [KDD 2022] Official implementation of "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracki…☆29Updated 5 months ago
- Python package for streamlined analysis of sports data.☆83Updated 7 months ago
- PyTorch implementation of Generating Multi-Agent Trajectories using Programmatic Weak Supervision☆60Updated 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
- Implementing ASA's Win Probability Model☆18Updated 2 years ago
- ☆12Updated 3 years ago
- ☆11Updated 5 years ago
- Last row tracking data and code☆88Updated 4 years ago
- A work in progress repository to create a digital representation of football broadcast footage⚽.☆12Updated 4 years ago
- An implementation of Karun Singh's Expected Threat with R. Data in the SPADL form is required.☆22Updated 3 years ago
- A new and non-invasive method of tracking Players in a Soccer Match.☆18Updated 6 years ago
- Synchronise event and tracking data using dynamic programming☆59Updated last year
- Package to visualize soccer data☆133Updated 2 years ago
- A collection of open-source sports biomechanics datasets collected by MLSE's Sport Performance Lab.☆47Updated 7 months ago
- ☆40Updated 10 months ago
- A Python package for training and analyzing expected goals (xG) models in soccer.☆183Updated 10 months ago
- ☆53Updated 8 years ago