Popular GitHub Repositories for Basketball

:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

AI Basketball Referee

Machine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)

PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"

Basketball ? action tracking and understanding using classical computer vision approaches and deep learning.

Basketball coaches often sketch plays on a whiteboard to help players get the ball through the net. A new AI model predicts how opponents would respond to these tactics.

TeamTrack: An Algorithm and Benchmark Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos

DeepShot是一个机器学习模型，它利用高级的球队数据和滚动平均值来预测NBA比赛结果。它结合了历史表现趋势和比赛背景数据，从而提供高度准确的胜率预测（66.45%）。

Proyecto de entrenamiento de modelos de IA con aprendizaje por refuerzo (reinforcement learning) en Unity. Corresponde al trabajo práctico grupal de la materia INTELIGENCIA ARTIFICIAL (9525) de la Facultad de Ingeniería de la Universidad de Buenos Aires. Link a la demo (el comportamiento de los agentes puede verse afectado de forma negativa):

Neo4j graph-db of the NBA league

In this project i trained a machine learning model from basketball team scores to predict the next games. I used Rstudio (R) to get the results. Alongside is some documentation of functions in slovenian

This project analyzes Euroleague basketball player performance using machine learning techniques. The goal is to predict game scores based on key player statistics and to explore the most significant factors influencing player performance.

? Predicting NCAA tournament outcomes using historical team data and LightGBM models. Built for Kaggle's March Machine Learning Mania 2025 - includes EDA, feature engineering, and model building with a Brier score of 0.126.

In this project I have used Advanced DeepLearning techniques with keras to predict the probability of win and lose of college basketball tournaments.

Knowledge graph powered openai based basketball chatbot