pnxenopoulos / esta
Esports Trajectories and Actions (ESTA) dataset
☆24Updated 2 years ago
Related projects: ⓘ
- An attempt at modeling win rates by player and by team for competitive League of Legends.☆20Updated 2 years ago
- Extensions to the Elo algorithm implemented in JAX☆11Updated last year
- The TrueSkill Through Time Python Package☆34Updated last month
- overview into resources for analyzing the games, working with the data and showcasing applications of the broadcast tracking data.☆16Updated 3 years ago
- Measuring soccer player's creativity☆31Updated 2 months ago
- Python package for drawing regulation playing surfaces for several sports☆34Updated last year
- Synchronize soccer event and tracking data☆30Updated 4 months ago
- A python package that is a wrapper for Plotly to generate football tracking and event data plots☆11Updated 3 years ago
- Github mirror of my original https://code.google.com/archive/p/pyglicko2/. For details about the Glicko-2 rating system see: http://www.g…☆35Updated 4 years ago
- ☆12Updated 4 years ago
- glicko2 implementation in python☆32Updated 4 months ago
- A multi-entity Transformer for multi-agent spatiotemporal modeling.☆64Updated 3 years ago
- Web application for plotting events on a sport's playing area with a single click, while keeping track of any other details. Supports dow…☆44Updated 2 months ago
- A Computer Vision Approach for Pass Detection on Soccer Broadcast Video☆17Updated last year
- Implementing ASA's Win Probability Model☆16Updated 2 years ago
- Collection of all my data visualizations.☆25Updated 2 years ago
- A look-ahead multi-entity Transformer for modeling coordinated agents.☆41Updated 3 years ago
- League of Legends data solution focused on SLO.☆12Updated 4 years ago
- ☆10Updated 3 years ago
- ☆36Updated 3 months ago
- An ongoing compilation of publicly available datasets for sport science projects.☆45Updated 2 years ago
- Elo algorithm implementation in Python☆70Updated 6 years ago
- ☆23Updated 3 years ago
- [KDD 2022] Official implementation of "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracki…☆24Updated 2 months ago
- U.S. Soccer Federation 2023 MIT Sloan Sports Analytics Conference Graph Neural Network soccer research repository☆90Updated 3 weeks ago
- Easily make interactive plots of player-tracking data☆11Updated 3 years ago
- Backtesting team-strength models☆16Updated 3 months ago
- Python package for streamlined analysis of sports data.☆59Updated last week
- Data analytics and modelling on basketball games☆13Updated 3 years ago
- NBA player play type data from 2015-2024.☆19Updated 4 months ago
- An implementation of the Glicko-2 rating system for Python☆117Updated last year