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jman4162/Baseball-Pitch-Sequence-Prediction

Baseball pitch sequence prediction using 7 ML models (LSTM, Transformer, CNN, HMM, Random Forest, Logistic Regression, AutoGluon) with synthetic data generation, k-fold benchmarking, ablation studies, and MLflow tracking.

语言:Jupyter Notebook · GitHub 星标:9 · Fork:1

话题:baseball · baseball-analytics · baseball-statistics · deep-learning · hidden-markov-model · lstm · machine-learning · python

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