miyunluo / IRL-icehockeyLinks
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
Sorting:
- Measuring soccer player's creativity☆41Updated last year
- A look-ahead multi-entity Transformer for modeling coordinated agents.☆50Updated 3 years ago
- ☆16Updated 6 years ago
- overview into resources for analyzing the games, working with the data and showcasing applications of the broadcast tracking data.☆17Updated 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 5 years ago
- Synchronize soccer event and tracking data☆38Updated last year
- U.S. Soccer Federation 2023 MIT Sloan Sports Analytics Conference Graph Neural Network soccer research repository☆108Updated 11 months ago
- Repository for the 'Player Chemistry: Striving for a Perfectly Balanced Soccer Team' paper.☆33Updated 2 years ago
- ☆69Updated last year
- ☆8Updated 8 years ago
- ☆80Updated last year
- Python package for streamlined analysis of sports data.☆90Updated 2 weeks ago
- Last row tracking data and code☆90Updated 5 years ago
- SkillCorner Open Data with 9 matches of broadcast tracking data.☆233Updated 2 years ago
- Graphs and passing networks in football.☆122Updated 2 years ago
- Friends of Tracking: Tutorial on valuing actions in football.☆134Updated 2 years ago
- A tutorial on using cross validation and calibrating predictions for expected goals models in soccer☆35Updated 5 years ago
- ☆98Updated 2 years ago
- A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer☆23Updated 5 years ago
- ☆12Updated 3 years ago
- Implementing ASA's Win Probability Model☆18Updated 3 years ago
- A new and non-invasive method of tracking Players in a Soccer Match.☆19Updated 6 years ago
- Synchronise event and tracking data using dynamic programming☆65Updated last year
- Convert StatsBomb's JSON data into easy-to-use CSV format.☆56Updated last year
- ☆40Updated last year
- [KDD 2022] SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data☆31Updated 8 months ago
- A Python package for training and analyzing expected goals (xG) models in soccer.☆193Updated last year
- Python project trying to facilitate and being a starting point for soccer analytics projects.☆128Updated 5 years ago
- ☆12Updated 4 years ago
- Soccer Plotting Library☆32Updated 4 years ago