Models for estimating football (soccer) team-strength
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Oct 19, 2021 - Python
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dixon-coles
Here are 9 public repositories matching this topic...
My aim to develop a model that predicts the scores of football matches. My code (python) implements various machine learning algorithms to analyze team and player statistics, as well as historical match data to make informed predictions.
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May 29, 2024 - Jupyter Notebook
A stats model (pkg) for the NHL
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May 14, 2026 - R
Statistical modelling for predicting football outcomes: an R implementation of the Dixon-Coles model and applications to the 2021-2022 Serie A championship
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Sep 26, 2023 - R
3-leg xG + Elo + XGBoost ensemble for top-5 European football leagues. Probabilities SHA-256 committed before kickoff. Live at predictor.nullshift.sh
python typescript nextjs postgresql prediction xgboost ensemble-learning bayesian football bundesliga premier-league serie-a elo-rating la-liga xg sports-analytics poisson-regression fastapi dixon-coles ligue-1
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Apr 26, 2026 - Python
This project focuses on modelling the attacking and defensive strength of teams in the Portuguese First League of Football, along with the impact of home advantage.
numpy pandas seaborn matplotlib pymc3 poisson-distribution theano-models bayesian-hierarchical-models dixon-coles
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Mar 20, 2025 - Jupyter Notebook
Premier League title-race predictor + FPL recommender. Dixon-Coles + Monte Carlo + ILP. TUI / web / CLI.
python monte-carlo linear-programming textual football premier-league fpl fantasy-premier-league streamlit dixon-coles
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May 9, 2026 - Python
Multi-model football prediction engine for EPL & La Liga — LightGBM + PyTorch xG + Dixon-Coles ensemble
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Apr 14, 2026 - Python
Kicktipp Bundesliga Predictor – Dixon-Coles + Pinnacle-Quoten
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May 16, 2026 - Python
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