airalcorn2 / baller2vecplusplusLinks
A look-ahead multi-entity Transformer for modeling coordinated agents.
☆53Updated 4 years ago
Alternatives and similar repositories for baller2vecplusplus
Users that are interested in baller2vecplusplus are comparing it to the libraries listed below
Sorting:
- Measuring soccer player's creativity☆51Updated last year
- Synchronize soccer event and tracking data☆41Updated last year
- Repository for the 'Player Chemistry: Striving for a Perfectly Balanced Soccer Team' paper.☆33Updated 2 years ago
- ☆82Updated 2 years ago
- ☆55Updated 9 years ago
- U.S. Soccer Federation 2023 MIT Sloan Sports Analytics Conference Graph Neural Network soccer research repository☆108Updated last year
- ☆12Updated 4 years ago
- A multi-entity Transformer for multi-agent spatiotemporal modeling.☆68Updated 4 years ago
- SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions …☆44Updated 5 years ago
- [KDD 2022] SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data☆31Updated last year
- ☆15Updated 8 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
- How to parse play by play☆15Updated 4 years ago
- [KDD 2023] Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM☆27Updated 2 years ago
- An ongoing compilation of publicly available datasets for sport science projects.☆71Updated 3 years ago
- Convert StatsBomb's JSON data into easy-to-use CSV format.☆57Updated last year
- ☆77Updated 2 years ago
- A work in progress repository to create a digital representation of football broadcast footage⚽.☆12Updated 4 years ago
- Implementing ASA's Win Probability Model☆18Updated 3 years ago
- A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer☆25Updated 5 years ago
- ☆40Updated last year
- An implementation of Karun Singh's Expected Threat with R. Data in the SPADL form is required.☆23Updated 4 years ago
- Label SportVU movement data with shot zone labels☆18Updated 8 years ago
- Last row tracking data and code☆91Updated 5 years ago
- SportVU movement tracking data.☆240Updated 7 years ago
- A small Python package for estimating & plotting Bayesian hierarchical models for player-level football data☆28Updated 5 years ago
- Python package for streamlined analysis of sports data.☆100Updated last month
- repo to hold pdfs, notebooks, and data for FOT lectures☆47Updated 5 years ago
- This repository will contain getting started material with R using the StatsBomb dataset.☆63Updated 4 years ago
- Basketball plotting library for use with matplotlib☆78Updated 2 months ago