nba-analytics

There are 21 repositories under nba-analytics topic.

• kyleskom / NBA-Machine-Learning-Sports-Betting

  NBA sports betting using machine learning

  pythontensorflowkerasnbanba-analyticsnba-predictionsports-bettingsportssports-analyticsdata-sciencemachine-learninggamblingsports-datadeep-learningneural-networkai
  Language:Python 1082

• christopherjenness / NBA-player-movement

  Visualization and analysis of NBA player tracking data

  nbanba-analyticsnba-statsnba-visualizationvisualization
  Language:Python 212

• neeilan / DeepPlayByPlay

  Labelling NBA action using deep learning :basketball:

  nbadeep-learningcomputer-visionnba-analytics
  Language:Python 162
• NBA_Betting

  NBA-Betting / NBA_Betting

  Using data analytics and machine learning to create a comprehensive and profitable system for predicting the outcomes of NBA games.

  analyticsautomldashboarddata-sciencedeep-learningfeature-engineeringfeature-extractionmachine-learningnbanba-analyticsnba-predictionnba-statspythonsports-analyticssports-bettingwebappwebscraping
  Language:Jupyter Notebook 132
• NBA-Predict

  JakeKandell / NBA-Predict

  Predicts Daily NBA Games Using a Logistic Regression Model

  nba-predictionnba-analyticsnba-statsnbalogistic-regressionmodelpredictionpredictive-modelingscikit-learnpandaspythonpython3data-science
  Language:Python 119
• hoopR

  sportsdataverse / hoopR

  An R package to quickly obtain clean and tidy men's basketball play by play data.

  basketballcollege-basketballkenpomnbanba-statsnba-analyticsnba-statisticsnba-datancaa-basketballncaamncaa-bracketncaa-ratingsncaancaa-playersespnrsportsdataversenba-apinba-stats-api
  Language:R 78

• stattleship / stattleship-r

  Stattleship R Wrapper

  sportsanalyticsnbanba-analyticsnba-statsnflmlbnhlsports-statssports
  Language:R 48

• MySportsFeeds / mysportsfeeds-api

  Feature requests for the MySportsFeeds Sports Data API.

  mysportsfeeds-apisportssports-statssportsanalyticsdfsfantasy-sportssports-datafootball-databaseball-analysis-packagesmlb-gamedaynba-statsnba-analyticsnba-stats-apinba-statisticsbasketball-gamenhlhockeynflnbamlb
  43

• christopherjenness / NBA-analytics

  Short, offhand analyses of the NBA

  nbanba-analyticsnba-statisticsnba-stats
  Language:OpenEdge ABL 40

• MySportsFeeds / mysportsfeeds-r

  R wrapper functions for the MySportsFeeds Sports Data API

  sportsanalyticsnbanba-analyticsnba-statsnflmlbnhlsports-statssports-data
  Language:R 27

• ebaek / NBAShotTracker

  NBAShotTracker is a data visualization tool to track player shot performance.

  nba-visualizationd3shot-performanceshot-chartbasketball-courtnba-statsnba-analytics
  Language:JavaScript 23

• shufinskiy / nba-on-court

  Python package for filling in information about players on court in NBA play-by-play data.

  analysisbasketball-statsnbanba-analyticsnba-statspythonpython3sports-statsstats
  Language:Jupyter Notebook 18

• thunky-monk / kawhi

  stats.nba.com library :basketball:

  nbanba-analyticsnba-statisticsnba-apinba-gamesnba-stats-apinba-statsnba-visualizationhaskellaesonbasketballbasketball-statsthunky-monkhaskell-libraryhaskell-language
  Language:Haskell 17

• naveedgol / NBARotationChart

  Displaying team performance against player rotations during NBA games

  nba-statsnbanba-visualizationnba-analyticsnba-statisticsbasketball-stats
  Language:TypeScript 16

• arvkevi / nba-roster-turnover

  Interactive exploration of NBA roster turnover

  streamlitnba-analyticsnba-visualizationplotlynbadata-visualization
  Language:Python 14

• SravB / NBA-Predictive-Analytics

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

  pythonmatplotlibpandasscikit-learndata-sciencenba-analyticsmachine-learningdecision-treekaggle-datasetbasketballk-nearest-neighborspredictive-analyticsdata-miningdata-visualizationscipy
  Language:Python 14

• ccagrawal / nbaTools

  Scraper for NBA data

  nbasportsnba-statsnba-analyticsnba-statisticsnba-apinba-data
  Language:R 13

• Spencer-Weston / NBApredict

  NBA game prediction model

  nbanba-statsnba-analyticsnba-predictionnba-statistics
  Language:Python 12

• xieincz / visualization-final-project

  本项目综合运用d3、echarts来完成可视化工作，实现了对nba两场比赛的可视化数据分析，包括球员运动轨迹、个人数据、传球次数以及得分位置等多种可交互式图表。通过可视化方法，我们能够进一步深入分析球队的具体情况，便于制定更佳的战术。

  nbanba-analyticsnba-visualizationvisualization
  Language:JavaScript 10

• joeyism / nnnba

  Analysis of NBA player stats and salaries of the 2016-17 for the 17-18 season

  playerridgelassofind-undervalued-playersnbanba-statsnba-analyticsnba-visualizationnba-stats-apinba-playersnba-predictionnba-datamachinelearninglasso-regressionlinearregressionelasticnet
  Language:Python 9

• wilsonCernWq / NBAstatsVIS

  visualization course project

  nbanba-analyticsnba-visualizationnba-playersvisualizationvisualization-course
  Language:JavaScript 9

• josedv82 / EPV_NBA_Dashboard

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

  nbanba-analyticsnba-statsnba-visualizationrstatsshinysparklinesstock
  Language:R 8

• sidharthrajaram / CrystalBall

  🔮 Predicting NBA games using statistics (65% accuracy so far)

  forecastnbanba-analyticsnba-predictionstatisticsweb-scraping
  Language:Python 8

• treelover28 / nbaMatchPredictor_PROTOTYPE

  This simple program predicts the result of an NBA match. Uses Monte-Carlo simulation to give the probability of each team winning the matchup.

  monte-carlomonte-carlo-simulationnbanba-analyticsnba-statsnba-predictionbasketballbasketball-referencejavahashtable
  Language:Java 8

• dgrubis / NBA-Draft-Model-2018

  Jupyter notebook that outlines the process of creating a machine learning predictive model. Predicts the peak "Wins Shared" by the current draft prospects based on numerous features such as college stats, projected draft pick, physical profile and age. I try out multiple models and pick the best performing one for the data from my judgement.

  scikit-learnscikitlearn-machine-learningneural-networkmulti-layer-perceptronregression-algorithmslinear-regressionlasso-regressionridge-regressionsupport-vector-regressionnbanba-analyticsnba-predictioncollege-basketballprospectsmachine-learning
  Language:Jupyter Notebook 7

• fischlerben / NBA-Position-Predictor

  Machine Learning project using 15 seasons of NBA data (2005-2020) to predict player position. Decision Trees, Random Forests, Support Vector Machines (SVMs) and Gradient Boosted Trees (GBTs) utilized. Example PCA transformation of X-data included as well. Specific predictions made at the end, leading to interesting insights into what players are out-of-position.

  svmgradient-boostingnba-statsnba-analyticsmachine-learning
  Language:Jupyter Notebook 7

• gilha / nba-2k23-etl-and-data-analysis

  ETL + Exploratory Data Analysis of NBA 2K23 Game's data

  nbanba-analyticsnba2k23edaexploratory-data-analysis
  Language:Jupyter Notebook 6

• josedv82 / sportVU_NBA_Tracking

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

  athletetrackingnbanba-analyticsnba-statsnba-visualizationrstatssportvutracking
  6

• mvanbommel / nba_scorekeeper_bias

  Code for the article "Adjusting for Scorekeeper Bias in NBA Box Scores" published in DMKD and presented at Sloan.

  sportsanalyticsnbanba-analyticsscorekeeper-biasnba-box-scores
  Language:R 6

• PatrickChodowski / NBAr

  R package to interact with NBA api

  nbanba-statsnba-analyticsnba-stats-apinba-statisticsnba-apir
  Language:R 6

• aviskarkc10 / nba-expected-bucket

  Predicting the outcome of shots based on the events and tracking data available for the 2015/16 season.

  sports-analyticsnba-analyticsbasketball-analysismachine-learningnba-statsbasketball-statsnba-predictionsports
  Language:Jupyter Notebook 5

• QuevedoIB / NBA-stats

  Web application to see latest NBA news and stats

  nbanba-statsnba-analyticsnba-visualizationnba-statisticshacktoberfest
  Language:JavaScript 5

• sumitrodatta / nba-alt-awards

  nbanba-analyticsnba-datanba-stats
  Language:Jupyter Notebook 5

• TugbaGokalp / nba-legends

  nba-analyticsnba-apinba-datanba-statisticsreact-bootstraptugbagokalpnba-legends
  Language:JavaScript 5

• donaldmyshen / NBA-player-shooting-data-visualization

  A Front-End project to show the hot shooting points of NBA players to help analysis.

  nba-analyticshot-shooting-pointsnba-visualizationnba-playersd3jsreactjsnpmant-design
  Language:JavaScript 4

• Filip11 / NBAPlayerComparisonsMVPViz

  pythonpandasnbanba-statsjquerybasketballbeautifulsoupnba-analytics
  Language:JavaScript 4