Abile
State-space model perspective on rating systems (pairwise comparisons).
Install / Use
/learn @SamDuffield/AbileREADME
abile
abile, italian for skilful
Check out the accompanied paper, now published at JRSSSC: A State-Space Perspective on Modelling and Inference for Online Skill Rating.
Install
Clone the repo and then run
pip install .
from root to install abile. Or for editable mode use
pip install -e .
Data
Tennis data sourced from tennis-data.co.uk
Football data sourced from football-data.co.uk and github.com/martj42
Chess data from github.com/huffyhenry
Citation
@article{duffield2024statespace,
author = {Duffield, Samuel and Power, Samuel and Rimella, Lorenzo},
title = "{A state-space perspective on modelling and inference for online skill rating}",
journal = {Journal of the Royal Statistical Society Series C: Applied Statistics},
year = {2024},
month = {08},
issn = {0035-9254},
doi = {10.1093/jrsssc/qlae035},
url = {https://doi.org/10.1093/jrsssc/qlae035},
eprint = {https://academic.oup.com/jrsssc/advance-article-pdf/doi/10.1093/jrsssc/qlae035/58837659/qlae035.pdf},
}
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