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Projects in Awesome Lists tagged with nba-analytics

A curated list of projects in awesome lists tagged with nba-analytics .

https://github.com/sravb/nba-predictive-analytics

Being able to perform gameplay analysis of NBA players, NBA Predictive Analytics is a basketball coach's new best friend.

basketball data-mining data-science data-visualization decision-tree k-nearest-neighbors kaggle-dataset machine-learning matplotlib nba-analytics pandas predictive-analytics python scikit-learn scipy

Last synced: 07 May 2025

https://github.com/josedv82/epv_nba_dashboard

A conceptual dashboard to visualize Expected Possession Value (EPV) in the NBA.

nba nba-analytics nba-stats nba-visualization rstats shiny sparklines stock

Last synced: 11 Apr 2025

https://github.com/josedv82/sportvu_nba_tracking

A working workbook looking at physical demands of plays in NBA using SportVU legacy data.

athletetracking nba nba-analytics nba-stats nba-visualization rstats sportvu tracking

Last synced: 09 Feb 2026

https://github.com/orkunaktas/nba-efficiency-analysis

🏆🏀Basketball Player Performance and Efficiency Score Prediction 📊🔍 In this study, I evaluated the performances of basketball players who played in the NBA 2023/24 season and used various techniques to calculate their efficiency scores. I visualized these scores so that we can better understand the players' performances 🚀📈

basketball efficiency-analysis nba nba-analytics nba-stats sports-analytics

Last synced: 09 Feb 2026

https://github.com/josedv82/nba_schedule_xgboost_classifier

Predicting NBA game outcomes using schedule related information. This is an example of supervised learning where a xgboost model was trained with 20 seasons worth of NBA games and uses SHAP values for model explainability.

h2o h2oai nba-analytics nba-stats shap shapley-additive-explanations shapley-value supervised-learning xgboost xgboost-algorithm

Last synced: 29 Mar 2025

https://github.com/shotgeek/shotgeek

ShotGeek is a data analytics platform powered by Django, specializing in NBA statistics and insights.

django nba-analytics python

Last synced: 22 Jun 2025

https://github.com/turbot/powerpipe-mod-nba

Visualize NBA team, player, game data, and more using Powerpipe and SQLite.

dashboard nba nba-analytics powerpipe powerpipe-mod sql sqlite sqlite3

Last synced: 13 Jun 2026

https://github.com/furkan-gulsen/nba-simulator-with-golang

The NBA Simulator is a Go-based application designed to simulate various aspects of NBA games.

ddd ddd-architecture docker docker-compose domain-driven-design go go-programming golang mongodb nba-analytics nba-simulator nba-stats

Last synced: 20 Apr 2026

https://github.com/marcindulak/nba-teams-parallel-coordinates

Visualize NBA teams statistics using parallel coordinates plot

nba nba-analytics nba-stats parallel-coordinates

Last synced: 23 Feb 2026

https://github.com/cyberoctane29/nba-player-career-longevity-prediction-using-naive-bayes-classifier

This project analyzes NBA rookie performance data to predict whether a player will stay in the league for at least five years. Using feature engineering and a Naive Bayes model, it identifies key indicators of career longevity, supporting managers and coaches in player retention decisions.

naive-bayes-classifier naive-bayes-implementation nba-analytics nba-classification nba-stats sports-analytics sports-data

Last synced: 09 Jul 2025

https://github.com/prabdhal/nba-score-app

This is an NBA score app created using react.js. Users can view and compare player stats. Users may also search for scheduled NBA games and view match ups and the score.

basketball basketball-scores basketball-stats nba nba-analytics nba-score nba-stats react react-components reactjs

Last synced: 30 Apr 2026

https://github.com/evabw/predicting-the-outcomes-of-nba-games

During our studies at the Rennes School of Business, our group (Evan Winter, Jamison Stutzman, Nicholas Perry, Baylor Van Sickle) used ARTIFICIAL INTELLEGENCE and coding to build a predictive model that determines the outcome of NBA Games with an accuracy of 90% and an F-1 Score of 91%. This model is trained over 26,000 data points from 2003 - 2022

artificial-intelligence business business-intelligence jupyter-notebook nba nba-analytics predictive-modeling

Last synced: 01 Jul 2025

https://github.com/yvesemmanuel/nba-decider

NBA games analysis and outcome predictions

data-science genetic-algorithm machine-learning nba nba-analytics

Last synced: 14 Apr 2026