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match-prediction

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Spatio-temporal graph deep learning for IPL T20 match outcome prediction. GAT player-interaction graph + BiLSTM + cross-attention Transformer. Ball-by-ball win probability, run forecasting & Player Impact Score with SHAP explainability.

  • Updated Apr 21, 2026
  • Jupyter Notebook

Real-time cricket match prediction engine using ball-by-ball data from Cricsheet. Predicts Test match outcomes using XGBoost, Neural Networks, and Monte Carlo simulations. Built with Python and real event-level cricket analytics.

  • Updated Jun 14, 2025
  • Jupyter Notebook

Calibrated football match prediction & soccer betting model — Dixon-Coles, Poisson, Elo and a LightGBM ensemble with leakage-safe features, walk-forward backtesting, and a paper-money web UI.

  • Updated Jul 11, 2026
  • Python

Machine learning pipeline to predict FIFA World Cup 2026 match outcomes and simulate the tournament bracket using historical international football data.

  • Updated Jun 19, 2026
  • Jupyter Notebook

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