nba-prediction

There are 17 repositories under nba-prediction topic.

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

  NBA sports betting using machine learning

  aidata-sciencedeep-learninggamblingkerasmachine-learningnbanba-analyticsnba-predictionneural-networkpythonsportssports-analyticssports-bettingsports-datatensorflow
  Language:Python 1084

• KengoA / fantasy-basketball

  Scraping statistics, predicting NBA player performance with neural networks and boosting algorithms, and optimising lineups for Draft Kings with genetic algorithm

  draftkingsfantasy-basketballfantasy-lineupfantasy-sportsmachine-learningnba-predictionnba-statisticssports-analytics
  Language:Jupyter Notebook 251

• 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.

  machine-learningpythonpandasoptunascikit-learnlgbmxgboostgithub-actionsstreamlit-webappwebscrapinghopsworksnba-predictiondata-science
  Language:Jupyter Notebook 214

• christopherjenness / NBA-prediction

  Predict scores of NBA games using regularized matrix completion

  nbanba-predictionnba-gamesmatrix-completion
  Language:Python 149
• 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.

  sports-analyticssports-bettingnbanba-analyticsnba-statsnba-predictionautomldeep-learningdashboardwebappfeature-engineeringwebscrapingfeature-extractionanalyticsmachine-learningdata-sciencepython
  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

• nfmcclure / NBA_Predictions

  Reworked NBA Predictions (in Python)

  nba-predictionpythonwebscraping
  Language:Python 28

• sidharthrajaram / mvp-predict

  🏀 predicting the NBA mvp (3/3 so far)

  mvpnbanba-predictionnba-statspredictionsports
  Language:Python 13

• Spencer-Weston / NBApredict

  NBA game prediction model

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

• ixarchakos / nba-games-prediction

  NBA games' prediction

  pythonscikit-learnfeature-extractionnetworkx-graphnba-datanba-predictionnba-statisticsnba
  Language:Python 11
• NBA-Modelo-MVP

  GabrielPastorello / NBA-Modelo-MVP

  Use of Machine Learning tools with Python to observe the patterns in the logic of the MVP choice, verifying which are the most important statistics in this award.

  machine-learningmvpnbanba-predictionpython
  Language:Jupyter Notebook 10

• clprice32 / Predicting-NBA-Game-Winners

  Using decision tree and random forest models, predict the winner of an NBA regular season game

  nbanba-predictionnba-datadecision-treerandom-forestpredictive-modelingbasketball
  Language:Jupyter Notebook 9

• 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

• RohanPankaj / NBA-Prediction

  The NBA-Predictions Project uses Machine Learning to predict the score of NBA-games and the performance of individual players.

  nba-predictionsmachine-learningnbanba-predictionai-nba-predictionnba-ml
  Language:Jupyter Notebook 8

• sidharthrajaram / CrystalBall

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

  nbanba-predictionnba-analyticsweb-scrapingforecaststatistics
  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

• chiefsmurph / pattern-predict

  finding patterns in up down sequences

  statisticsjavascriptbetting-oddsbetting-modelsnba-predictionstock-marketstock-price-prediction
  Language:JavaScript 7

• 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

• jackeiel / NBA

  NBA Score Prediction

  nbanba-predictionmachine-learningbetting-models
  Language:Python 6

• MeitarBach / nba-individual-predictions-lstm

  NBA players individual performance perdictions using Neural Networks. Comparison between LSTM and Feed Forward Architectures. Created by Meitar Bach, Mai Elenberg and Lior Ben-Ami

  nba-predictionneural-networkslstm-modelipynb-notebookfantasy-basketball
  Language:Jupyter Notebook 6

• aviskarkc10 / nba-expected-bucket

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

  basketball-analysisbasketball-statsmachine-learningnba-analyticsnba-predictionnba-statssportssports-analytics
  Language:Jupyter Notebook 5

• 7antoniosegovia / ML_NBA_Predictions

  Predicting NBA results with Machine Learning models.

  nbanba-predictionmachine-learningsvmlogistic-regressionshinyshiny-appsr
  Language:R 3

• dannyleese / NBA-Player-Chemistry

  Predict the best lineup combination for each NBA team based on player clusters and and historical 5-man lineup performance.

  basketballbasketball-lineupbasketball-rosterbasketball-5playernbanba-analyticsnba-playersnba-lineupnba-predictionlineup-generatorbest-lineup5players
  Language:R 3

• mhsueh2 / nba_predictions

  Predicting the NBA outcome using a set of ML classification models

  pythonclassificationnba-predictionmachine-learning
  Language:Jupyter Notebook 3

• r2kwan / nba-dream-sim

  python program that lets you make two teams of any combination of current players and predicts the outcome based on latest stats. Uses BeautifulSoup and pandas libraries.

  pythonnba-predictionbeautifulsouppandas
  Language:Python 3

• swapnil-ahlawat / NBA_Game_Predictor

  A comparative study of various models for prediction of Win/Loss of a basketball game based on the team’s as well as players’ past statistics. Also focused on the web scraping techniques to scrap raw datasets from the nba/stats website and feature engineering on the collected datasets to best suit the classification problem.

  beautifulsoup4feature-engineeringnba-datasetnba-predictionneural-networksrandom-forestseleniumsklearnsvm-classifierweb-scraping
  Language:Python 3

• YanjunLin-Andrie / FanaticFi

  FanaticFi, empowered by machine learning, is a new financial investment platform where investors make payments to collegiate athletes to enable them with optimal training, diet, and equipment. While these elite athletes enter drafts and sign their contracts, investors will benefit under a predetermined investment return rate.

  machine-learningnba-predictionpandaspython
  Language:Jupyter Notebook 3

• drduda9 / NBA-Player-Value

  Estimating player value based on Win Share and Salary data

  nbanba-statisticsnba-predictionnba-visualizationlinear-regression
  Language:Jupyter Notebook 2

• joeyism / nnnba_website

  A wrapper site for NNNBA

  nbanba-analyticsnba-visualizationnba-predictionnba-playersbayesianridgelassolinearregressionmachinelearningdjango
  Language:JavaScript 2

• Jonny-T87 / NBA-Trends

  The analysis of NBA Finals statistics which are likely to lead a Home Team to Win.

  classificationdata-analysisdata-sciencedata-visualizationdecision-treesdeep-learningdeep-neural-networksgridsearchcvlogistic-regressionmachine-learningnba-analyticsnba-predictionpca-analysis
  Language:Jupyter Notebook 2

• nasserkessas / NBA-mvp-predictor

  The code used for my year 11 Specialist Maths assignment

  jupyter-notebookmvpnba-prediction
  Language:Jupyter Notebook 2

• Patrickdg / NBA-Simulator---Simple-Model

  nbanba-statsnba-analyticsnba-predictionnba-statisticsnba-databasketball
  Language:HTML 2

• ahmadj1801 / NBA-Predictions

  Python scripts that can be used to identify outstanding players for a given season as well as predict the output of a game given two teams

  pythonmachine-learningnba-predictionmlp-regressoradaboostdata-analysis
  Language:Python 1
• NBA_GAMES

  bnafack / NBA_GAMES

  The project aims to predict the winner of a basketball game, the ranking of the NBA Playoffs, the winner of each conference, as well as the winner of the NBA.

  nba-predictionmachine-learningclassificationsvm-classifierdecision-tree-classifier
  Language:R 1

• LarryLoveIV / PySpark-NBA

  Work in-progress NBA Game Predictor using Spark

  sparkspark-sqlsparkmllibpysparknba-prediction
  Language:Jupyter Notebook 1

• velaraptor / nba_win_flask

  Flask App based on The Ringer Wins Pool

  nbanba-apinba-prediction
  Language:Jupyter Notebook 1