sabermetrics

There are 65 repositories under sabermetrics topic.

  • Baseball-Analysis

    Language:Jupyter Notebook

  • baseballmexR

    baseballmexR is a package written for R focused on mexican baseball analysis.

    Language:R

  • Moneyball_Project

    Data-driven analysis inspired by the Moneyball approach, identifying affordable replacements for key Oakland A's players using R and sabermetrics to support cost-effective recruitment.

    Language:R

  • pirates-pitchers-performance

    Pittsburgh Pirates Pitcher Performance Analysis and Binary Classification.

    Language:Python

  • book-albert-baseball-3e

    Analyzing baseball data with R (3e) by Albert et al.

    Language:R

  • mlb_player_aging

    Exploring how MLB player performance ages with splines and statistics.

    Language:R

  • Predict-WAR

    Analyze player statistics to forecast their future impact on team success, utilizing ML in Python.

    Language:Jupyter Notebook

  • Sports_Analytics_in_R

    This repository contains a few of the assignments and projects I completed as part of my Sports Analytics course. The final project is titled "Random Forest Model Predicting NFL Comeback at Halftime", which accompanies the Powerpoint containing my interpretation of the model's performance and its usability.

  • framing

    independent research into the effects of MLB catchers' pitch framing abilities on the success of pitchers

    Language:Python

  • mlb-all-star

    Investigation into creating a model to predict MLB All-Stars

    Language:Jupyter Notebook

  • sabermetrics

    Tools and scripts for baseball analytics

    Language:Jupyter Notebook

  • lahman-dbs

    Lahman databases through the years

  • PredictingOBP

    A short practice project in which I used machine-learning tools to predict baseball players' on-base percentages using other data on them.

    Language:Jupyter Notebook

  • mariners-stats

    Basic R analysis on Seattle Mariners 2020 Baseball team.

    Language:R

  • Baseball-Analytics

    A repo of all my baseball analytics projects. Reach me at danielthom18@outlook.com

    Language:R

  • Correlation-Prediction_inR

    In this project, I am working in R to recreate Paul DePodesta's 2002 Correlation and Prediction Analysis for the Oakland A's.

  • diamond

    Class for MySportsFeedsAPI MLB Normalized Data Model

    Language:Python

  • hitter_analysis

    Analyzing the success rate of different pitch types for a given pitcher cluster within the determined strike zone for MLB hitters.

    Language:Jupyter Notebook

  • PNation

    Procrastination Fantasy Baseball

    Language:Python

  • Moneyball-Value

    Data analysis and plotting using R to determine which MLB team’s players are underpaid and overpaid for a given year.

    Language:R

  • CheckedSwings

    Public repository for our investigation into checked swings, which we presented at Sabermetrics, Scouting and the Science of Baseball 2018

  • Sabermetrics-Project

    A proposal and calculation of new baseball stats, %TBA and REC.

    Language:Python

  • mlbstats

    Vector-based MLB Player Statistics Calculator

    Language:R

  • rwindow.baseball

    R package for analyzing the length of a teams window in MLB. Pulls data from baseball-reference

    Language:R

  • sabermetrics

    Sabermetrics materials and research

    Language:Jupyter Notebook

  • pSRAA

    Pitch Adjusted Swipe Rate Above Average (pSRAA)

    Language:R

  • lmb_statsapp

    2017 LMB season stats

    Language:HTML

  • Personal-Projects

    Personal skill-building projects.

    Language:Jupyter Notebook

  • r

    Folder for .R files

    Language:R