cmunch1/nba-prediction
A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.
This project helps basketball enthusiasts and sports bettors understand the likely outcome of NBA games. By analyzing historical game data, it predicts the win probability for the home team in each daily NBA match. The output is a clear probability score, useful for anyone interested in game outcomes or developing betting strategies.
296 stars.
Use this if you follow NBA games and want daily predictions on which team is more likely to win, or if you're exploring ways to inform your sports betting decisions.
Not ideal if you're looking for a guaranteed profit-making betting strategy or deep analytical insights into individual player performance or complex game dynamics beyond simple win probability.
Stars
296
Forks
53
Language
Jupyter Notebook
License
—
Category
Last pushed
Mar 13, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/cmunch1/nba-prediction"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Compare
Higher-rated alternatives
georgedouzas/sports-betting
Collection of sports betting AI tools.
roclark/sportsipy
A free sports API written for python
NBA-Betting/NBA_Betting
Using data analytics and machine learning to create a comprehensive and profitable system for...
saccofrancesco/deepshot
AI model predicting NBA game outcomes using advanced stats and trends
KengoA/fantasy-basketball
Scraping statistics, predicting NBA player performance with neural networks and boosting...