kickscore

Dynamic skill rating system

Matthias Grossglauser — Computer Communications and Applications Laboratory 4

Kickscore can be used to understand & visualize the skill of players (or teams) competing in pairwise matches, and to predict outcomes of future matches. It extends the Elo rating system and TrueSkill.

Prediction of football matches results

Pairwise Comparisons with Flexible Time-Dynamics — Published in: proceedings of ACM SIGKDD 25, July 2019
The Player Kernel: Learning Team Strengths Based on Implicit Player Contributions — Published in: proceedings of MLSA 2016
Efficient Learning from Comparisons

inactive — entered showcase: 2020-05-01 — entry updated: 2022-07-05

Personal GitHub - last commit: 2020-05-09

This project has not yet been evaluated by the C4DT Factory team. We will be happy to evaluate it upon request.

Library

Python

MIT