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player-impact-score

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bk1210 / CricketGraph-DL-IPL-Match-Outcome-Prediction-Player-Impact-Analysis

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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.

python iot data-science deep-learning pytorch cricket data-analytics ipl spatio-temporal bilstm sports-analytics match-prediction optuna graph-attention-network t20 cross-attention shap-explainability player-impact-score
  • Updated Apr 21, 2026
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