There are 7 repositories under baseball-analytics topic.
An open-source college baseball analysis package for Python. Includes functionality for data acquisition and calculation of advanced metrics.
Public Repository for Baseball Prospectus
Download, parse, and wrangle Lahman and Retrosheet data to tidy csv files. Analyze with Python and Pandas in Jupyter notebooks.
MLB Data Explorer
The repo for www.mlbtradetrees.com. Analyze any trade in baseball history!
Data Science Projects done at Data Trained Education during PG Data Science & ML Course
Unofficial .NET SDK for the MLB Stats API.
machine learning models for predictions on baseball data
Identify the name of a pitch being thrown using a machine learning model.
Realtime MLB Insights using Streamlit
R package for importing historical baseball data from Retrosheet
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.
(a budding sabermetric tool for research of college teams)
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.
Holds public data for the Nippon Professional Baseball (NPB) League, a professional baseball league based in Japan.
Several projects exploring data visualization, dashboard-building, and a deeper statistical analysis of Major League Baseball.
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
An iOS application to display the location and statistics of MLB players on the field in real-time.
Predicting MLB player salaries and team wins with machine learning regression models.
V3.0 of my MLB Game Outcome Prediction Model
Data visualizations based on advanced statistics from previous MLB seasons
Predicting the Next Pitch in Baseball
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)
A Visual Analysis on the Yankee’s Bullpen Arms
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.
A simulation of an entire baseball game, from start to finish. Based off of MLB league averages pulled from websites like FanGraphs and BaseballSavant.
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.
An exploration of first baseman receiving for the 2023 SMT Data Challenge