Nba-prophet-pro

Full-stack ML execution pipeline integrating ESPN and Odds API background data endpoints. Deploys an ensemble stacking meta-learner model trained over 5 seasons of professional data with specialized local file-caching decorators.

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NBA Prophet Pro is a Streamlit app that scrapes ESPN and odds data, builds advanced features, trains an ensemble of gradient boosting, random forest, and XGBoost models, and delivers real‑time game outcome predictions.

PythonStreamlitscikit-learnXGBoost

Real‑time game predictions
Ensemble machine‑learning models
Automatic data caching

Built for: NBA analysts, bettors, and data enthusiasts