airalcorn2 / baller2vecplusplus
A look-ahead multi-entity Transformer for modeling coordinated agents.
☆50Updated 3 years ago
Alternatives and similar repositories for baller2vecplusplus:
Users that are interested in baller2vecplusplus are comparing it to the libraries listed below
- A multi-entity Transformer for multi-agent spatiotemporal modeling.☆66Updated 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
- Measuring soccer player's creativity☆35Updated 8 months ago
- Synchronize soccer event and tracking data☆35Updated 10 months ago
- Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players, IJCAI 2020.☆9Updated 4 years ago
- [KDD 2022] Official implementation of "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracki…☆29Updated 4 months ago
- ☆8Updated 8 years ago
- ☆53Updated 8 years ago
- ☆12Updated 3 years ago
- How to parse play by play☆15Updated 4 years ago
- [KDD 2023] Official implementation of "Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical …☆25Updated last year
- ☆14Updated 6 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 Python Library for Consuming Transactions from Pro Sports Transactions (https://www.prosportstransactions.com)☆13Updated last year
- Implementing ASA's Win Probability Model☆18Updated 2 years ago
- An implementation of Karun Singh's Expected Threat with R. Data in the SPADL form is required.☆22Updated 3 years ago
- Learning From the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage☆14Updated 3 years ago
- ☆78Updated last year
- State-space model perspective on rating systems (pairwise comparisons).☆15Updated last month
- ☆14Updated 7 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
- Extensions to the Elo algorithm implemented in JAX☆13Updated 2 years ago
- A custom react component for Streamlit for working with soccer tracking data☆18Updated 2 months ago
- A tutorial on using cross validation and calibrating predictions for expected goals models in soccer☆34Updated 4 years ago
- Basketball coaches often sketch plays on a whiteboard to help players get the ball through the net. A new AI model predicts how opponents…☆60Updated last year
- A collection of open-source sports biomechanics datasets collected by MLSE's Sport Performance Lab.☆47Updated 6 months ago
- An ongoing compilation of publicly available datasets for sport science projects.☆56Updated 3 years ago
- A work in progress repository to create a digital representation of football broadcast footage⚽.☆12Updated 4 years ago
- PyTorch implementation of Generating Multi-Agent Trajectories using Programmatic Weak Supervision☆60Updated 4 years ago