Shypd.aiThe largest open index of AI toolsNBA-Machine-Learning-Sports-Betting is an open-source predictive analytics tool that forecasts NBA game winners and totals. It uses machine learning models and sportsbook odds to estimate win probabilities and provide expected value calculations.
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About
NBA-Machine-Learning-Sports-Betting is an open-source project designed for predicting NBA game outcomes using machine learning. It leverages team statistics from 2007-08 through the current season and integrates sportsbook odds to forecast game winners and totals (over/under). The tool builds matchup features, trains XGBoost and Neural Network models, and then applies these models to estimate win probabilities and totals outcomes. It also calculates expected value and offers optional Kelly Criterion stake sizing for sports betting. The project includes a data processing pipeline, model training scripts, and a Flask web application for browsing outputs, making it a comprehensive solution for data-driven NBA betting analysis.
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Open Source
Free
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