sabermetrics
There are 7 repositories under sabermetrics topic.
jldbc / pybaseball
Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
Language:Python 1507- baseballr
BillPetti / baseballr
A package written for R focused on baseball analysis. Currently in development.
Language:R 392 - boxball
droher / boxball
Prebuilt Docker images with Retrosheet's complete baseball history data for many analytical frameworks. Includes Postgres, cstore_fdw, MySQL, SQLite, Clickhouse, Drill, Parquet, and CSV.
Language:Python 126 brendanahart / MLBDailyProjections
Using Machine Learning, Regression Analysis, Sabermetrics, and the Love of the Game to predict daily projections for MLB players
Language:Python 48nathanblumenfeld / collegebaseball
An open-source college baseball analysis package for Python. Includes functionality for data acquisition and calculation of advanced metrics.
Language:Jupyter Notebook 34schorrm / pybaseball
I'm maintaining the original repo now. please go to github.com/jldbc/pybaseball
Language:Python 27Neil-Paine-1 / MLB-WAR-data-historical
JEFFBAGWELL wins above replacement (WAR) and various other metrics for MLB since 1901.
sdiehl28 / baseball-analytics
Download, parse, and wrangle Lahman and Retrosheet data to tidy csv files. Analyze with Python and Pandas in Jupyter notebooks.
Language:Jupyter Notebook 21- Language:R 17
keberwein / baseballDBR
A tool to gather and analyze data from the Baseball Databank maintained by the Chadwick Bureau or the Lahman Database, maintained by Sean Lahman. Provides ETL and analysis tools for sabermetrics and advanced statistics.
Language:R 14hanskamin / predicting-mlb-performance
Analyzing MLB teams' stats over the past few decades to create a machine-learning model that predicts a team's wins as well as (if not better than) Pythagorean Expectation.
Language:Jupyter Notebook 7- Language:JavaScript 5
JacobLee23 / SABRmetrics
A library of web-scraping software for popular SABRmetrics websites.
Language:Python 5- Language:Jupyter Notebook 5
(a budding sabermetric tool for research of college teams)
Language:Python 4- Language:Python 3
- Language:Haskell 3
brandonzink / Sabermetrics-SP18
Assignments and some notes for Sabermetrics class in SP18.
Language:Jupyter Notebook 2bu-ist / bux-demo-course-grader
An example grader for use with https://github.com/bu-ist/bux-grader-framework
Language:Python 2- Language:CSS 2
kunalvaishnavi / pyvis
A data visualization tool that is an extension of pybaseball
Language:Python 2SanghyunKim1 / MLB_Team_RunsAllowed_Prediction
MLB Team Runs Allowed Prediction Project (Linear Regression)
Language:Python 2timothyf / mlb-data-lab
A Python application and library that generates comprehensive advanced stat summary sheets for MLB players, customizable by year, providing in-depth analysis and visualizations. It can also be used as a library module, enabling users to develop their own features and extend functionality for custom applications and data processing needs.
Language:Python 2- slash-line
alpvyas / slash-line
Slash Line is a fantasy baseball application that incorporates customizable leagues, baseball analytics and current media in one site.
Language:Python 1 Amorymeltzer / mls
A baseball :baseball: site for winners.
Language:HTML 1A set of Ansible playbooks for quick provisioning of external graders.
Language:Python 1- Language:Python 1
byonym / KBO_Prediction
This project aims to predict the win rate, hitting average and ERA of 10 KBO teams in the 2020 season. The hitting average and ERA was predicted through a LSTM model and the win rate was predicted through a LGBM model.
Language:Jupyter Notebook 1- Language:R 1
ethanzh / baseball-statistic-analysis
Using Pandas to manipulate various baseball statistics
Language:Jupyter Notebook 1matthewjchin / baseballstats
An analysis on the last 150 years of Major League Baseball and the impact that slugging and hitting percentages of batters are in terms of Sabermetrics and other sports statistics.
Language:Jupyter Notebook 1- Language:Jupyter Notebook 1
Hitting vs Pitching vs Fielding vs Baserunning (Feature Importance)
Language:Python 1MLB Team Runs Scored Prediction Project (Linear Regression)
Language:Jupyter Notebook 1SeWaS / pitchcast
This repository is an applicaiton that can store and fetch pitchers and thrown pitches. It's objective is to provide the basis to evaluate a pitcher's success on the mound or in the pullpen through measured pitching-data.
Language:Kotlin 1- Language:Python
