baseball-analytics

There are 7 repositories under baseball-analytics topic.

• panzarino / mlbgame

  A Python API to retrieve and read MLB GameDay data

  mlbbaseballsportsmlb-gamedaymlb-scoresmlb-apibaseball-statisticsbaseball-analyticssports-stats
  Language:Python 526

• nathanblumenfeld / collegebaseball

  An open-source college baseball analysis package for Python. Includes functionality for data acquisition and calculation of advanced metrics.

  sabermetricsbaseballbaseball-analyticsncaasportssports-analyticsbaseball-statisticsbaseball-data
  Language:Jupyter Notebook 32

• bdilday / pybbda

  Python Baseball Data and Analysis

  baseballbaseball-statisticsbaseball-analyticsbaseball-analysis-packagespython
  Language:Python 31

• baseballprospectus / bbpro

  Public Repository for Baseball Prospectus

  baseball-statisticsbaseballbaseball-analyticsr
  Language:R 22

• sdiehl28 / baseball-analytics

  Download, parse, and wrangle Lahman and Retrosheet data to tidy csv files. Analyze with Python and Pandas in Jupyter notebooks.

  baseball-analyticspythonpandasretrosheetlahmanpostgressqlsabermetrics
  Language:Jupyter Notebook 20

• devparra / baseball-hist-dash

  MLB Data Explorer

  dashplotlyplotly-dashdashboarddata-visualizationsports-analyticsbaseballbaseball-analyticsbaseball-statisticsdata-analysisregressiontime-series-analysis
  Language:Python 18

• GrubHubGitTub / BaseballTradeTrees

  The repo for www.mlbtradetrees.com. Analyze any trade in baseball history!

  baseballbaseball-analyticsbaseball-databaseball-statisticsmlbretrosheetsports
  Language:Python 13

• trevor-viljoen / mlbapi

  mlbmlbapimajor-league-baseballbaseball-apimlb-apibaseball-databaseball-statisticsbaseball-analyticsbaseball-statssports-statssports-datasports-analyticsmlb-gamedaymlb-stats-apimlbam-statsapimlb-endpointsmlb-scores
  Language:Python 10

• Lab-of-Infinity / Datatrained-Projects

  Data Science Projects done at Data Trained Education during PG Data Science & ML Course

  machine-learningfeature-engineeringexploratory-data-analysisdata-visualizationdata-sciencebaseball-analyticshr-attritiondatatrainedcustomer-churn-predictionflight-price-predictioninsurance-claim-predictionred-wine-qualitytemperature-predictioncensus-income-predictionhr-analyticsworld-happiness-reportbig-data-mart
  Language:Jupyter Notebook 9

• markjamesm / BaseballSharp

  Unofficial .NET SDK for the MLB Stats API.

  mlbbaseballbaseball-statisticsbaseball-analyticsmlb-stats-apimajor-league-baseball
  Language:C# 9

• rh2835 / Baseball-Analytics

  machine learning models for predictions on baseball data

  baseball-analyticsdata-analysis
  Language:Jupyter Notebook 8

• jakeenea51 / MLB-Pitch-Identification-with-ML

  Identify the name of a pitch being thrown using a machine learning model.

  data-sciencemachine-learningbaseball-analyticsdashboardstreamlitweb-application
  Language:Jupyter Notebook 6

• jk1mm / moneyball-app

  Realtime MLB Insights using Streamlit

  mlbmoneyballbaseball-analyticsstreamlitpythonbaseballwebapp
  Language:Python 6

• colindouglas / retrosheet

  R package for importing historical baseball data from Retrosheet

  cranbaseball-analyticsbaseball-databaseball-statisticsgamelogretrosheet
  Language:R 5

• pausancho / baseball-advanced-statistics

  This project provides the formulas to calculate multiple advanced baseball statistics like wOBA, wRAA, wRC, ISO, BABIP, FIP, WHIP. It also provides an application that allows the user to interact with the data by selecting multiple players to compare their stats.

  statisticsstatsapplicationbaseball-analyticsbaseball-statisticsbaseball
  Language:Jupyter Notebook 5

• rohannakra / Moneyball-Data-Analysis

  aibaseballbaseball-analyticsbaseball-databaseball-referencebaseball-statisticsbaseball-statsmachine-learningmachine-learning-algorithmssabermetricssportssports-analyticssports-datasports-statssportsanalyticsgithublearnstudent-vscode
  Language:Jupyter Notebook 5

• nathanblumenfeld / abstract

  (a budding sabermetric tool for research of college teams)

  baseballbaseball-statisticscollege-baseballsabermetricsbaseball-analytics
  Language:Python 4
• mlb-win-predictor

  straslerj / mlb-win-predictor

  AWS-hosted program to collect and prepare a database of MLB games to be used to build a machine learning model for predicting what team will win a game.

  baseball-analyticsmachine-learningmicroservicespostgresqlpython
  Language:Jupyter Notebook 4

• armstjc / Nippon-Baseball-Data-Repository

  Holds public data for the Nippon Professional Baseball (NPB) League, a professional baseball league based in Japan.

  baseballbaseball-analyticsbaseball-databaseball-playersbaseball-statisticsbaseball-statssportsportssports-datasports-statssportsanalytics
  Language:Python 3

• jackwerner / Baseball-Analysis

  Several projects exploring data visualization, dashboard-building, and a deeper statistical analysis of Major League Baseball.

  baseballbaseball-analytics
  Language:JavaScript 3

• ksmoore17 / LineupSim

  Monte Carlo runs simulation for baseball lineups

  baseball-statisticsbaseball-analytics
  Language:Julia 3

• bradenholmes / baseball-parlay-simulator

  Console program that simulates baseball games and allows you to build and test a parlay against the Sportsbook Odds. Grabs statistics for the starting lineups of each team and simulates hundreds of thousands of games between them

  baseballbaseball-analyticsbaseball-statisticsgamblingsports-bettingsports-stats
  Language:Java 2

• Degman1 / Baseball-Spectator

  An iOS application to display the location and statistics of MLB players on the field in real-time.

  baseballbaseball-analyticsbaseball-statistics
  Language:Swift 2

• eric8395 / baseball-analytics

  Predicting MLB player salaries and team wins with machine learning regression models.

  baseball-analyticsdata-sciencemachine-learningpredictive-modeling
  Language:Jupyter Notebook 2

• jacobpieczynski / MLB-Game-Prediction-V3.0

  V3.0 of my MLB Game Outcome Prediction Model

  baseballbaseball-analyticsbaseball-statisticslinear-regressionmachine-learningpybaseball
  Language:Python 2

• jisoawe / MLB-Data-Visualizations

  Data visualizations based on advanced statistics from previous MLB seasons

  statisticsvisualizationbaseball-analytics
  Language:HTML 2

• ShafinH / Pitch-Prediction

  Predicting the Next Pitch in Baseball

  machine-learningdeep-learningbaseballbaseball-analytics
  Language:Jupyter Notebook 2

• apc721 / whoopBlast

  This project aims to discover correlations between data collected by Whoop (i.e. sleep/recovery scores) and data collected by Blast sensors (i.e. bat speed)

  sportssports-analyticsbaseballbaseball-analyticswhoopblast
  Language:Python 1

• dbasley / NRFI_Project

  No Runs First Inning Models

  baseballbaseball-analytics
  Language:Python 1

• eric8395 / yankees_bullpen_analysis

  A Visual Analysis on the Yankee’s Bullpen Arms

  baseballbaseball-analyticsbaseball-datadata-analysisdata-sciencedata-visualizationdata-viztableauyankees
  Language:Jupyter Notebook 1

• esantema / 2023-Sioux-Falls-Canaries-Analytics

  This repository contains two Python scripts to be used to analyze excel output files from a Rapsodo InGame system and to analyze a TXT game play by play from the American Association of Professional Baseball.

  baseballbaseball-analyticscsvpandaspythontxt-to-csv
  Language:Jupyter Notebook 1

• itsmichaelhagen / Baseball-Game-Simulator

  A simulation of an entire baseball game, from start to finish. Based off of MLB league averages pulled from websites like FanGraphs and BaseballSavant.

  baseballbaseball-analyticsbaseball-statisticssimulation
  Language:JavaScript 1

• markjacksonfishing / sf_giants_stats

  Join me in celebrating my love for the San Francisco Giants! I've crafted a Go program to combine my love for data science and the SF Giants. With this program, you can enter any Major League Baseball team's abbreviation and receive their 2022 season batting stats from Baseball Reference.

  baseballbaseball-analyticsbaseball-statisticsgolang
  Language:Go 1

• nicholson2208 / smt-data-challenge

  An exploration of first baseman receiving for the 2023 SMT Data Challenge

  baseballbaseball-analyticsbaseball-statistics
  Language:Jupyter Notebook 1

• teddybishop9 / MLB-Shift-Ban-Effects-Python

  baseball-analyticsjupyter-notebookmatplotlib-pyplotpandaspython
  Language:Jupyter Notebook 1

• tonper19 / ballgame

  WBSC Europe Baseball and Softball Statistics Data warehouse and BI application

  austriabaseball-analyticsbaseball-statisticsbelgiumbusiness-intelligenceetlitalymicrostrategynetherlandsoraclepentahopentaho-data-integrationspainsqleuropean-baseballmicrostrategy-workstationbaseballsabermetrics
  Language:HTML 1