"I'd walk through hell in a gasoline suit to play baseball." - Pete Rose (Charlie Hustle). Python scripts to pull MLB Gameday and stats data, build models, predict outcomes, make plays.
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Feb 22, 2026 - Python
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pybaseball
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Exploration of possible approaches to create a DFS projection system.
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Jun 3, 2018 - Jupyter Notebook
Predict what an MLB pitcher will throw next
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Jan 28, 2026 - Python
Pybaseball Database: Using the Pybaseball Python Package to create a historical baseball database for any use.
python statistics database baseball python-3 historical-data lahman pybaseball lahman-baseball-database statcast-data
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Feb 11, 2021 - Python
V3.0 of my MLB Game Outcome Prediction Model
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Apr 18, 2024 - Python
Simple pitch visualization tool that uses StatCast to generate charts for pitcher movement, velocity distribution, and pitch usage.
visualization data-visualization baseball mlb statcast pybaseball pitching streamlist pitch-visualizer
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May 14, 2026 - Python
Early Data & Game Analytics Report — automated Mariners & Rainiers dashboard built with pybaseball, mlb-statsapi, and nightly GitHub Actions.
python automation dashboard data-visualization baseball mlb pybaseball sports-analytics github-actions seattle-mariners
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Jun 14, 2026 - Python
Cox Proportional Hazards modeling of MLB home run drought duration using Statcast plate appearance data applied to Fernando Tatis Jr.'s historically anomalous 2026 season.
python data-science survival-analysis baseball kaplan-meier statcast pybaseball sports-analytics cox-proportional-hazards
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May 26, 2026 - Jupyter Notebook
A python application to view baseball statistics and if the player is available in the provided Fantrax league. DISCLAIMER: This a personal project for education and research.
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Feb 21, 2025 - Python
an end‐to‐end machine‐learning application that recommends the most appropriate reliever to bring into a game given the current game state
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Sep 21, 2025 - Python
Using the Pybaseball-database to create a Points based ranking dashboard
python heroku dashboard dash baseball mlb herokuapp baseball-statistics pybaseball baseball-analytics
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Feb 19, 2021 - Python
Stuff+ pitch quality model — HistGradientBoosting on 700K+ Statcast pitches. SABR L4 capstone with Python & R implementations.
python machine-learning r scikit-learn mlb gradient-boosting sabermetrics statcast pybaseball baseball-analytics pitch-quality stuff-plus
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May 24, 2026 - Jupyter Notebook
Full-stack sabermetrics dashboard — 13 interactive Plotly charts on 2024 FanGraphs data, built with pybaseball, pandas & Streamlit. Live app linked.
python plotly data-visualization mlb sabermetrics pybaseball sports-analytics baseball-analytics streamlit
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Jun 1, 2026 - Jupyter Notebook
A novel baseball analytics project that measures how pivotal game moments (high WPA changes) impact player career trajectories. Uses Statcast data and machine learning to calculate MSS scores (-100 to +100) for both pitchers and batters, bridging statistical analysis with the human stories that define baseball careers.
python data-science machine-learning sentiment-analysis jupyter-notebook pybaseball baseball-analytics new-metric
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Sep 18, 2025 - Jupyter Notebook
Reverse-engineered MLB The Show 26 rating formulas, with a Flask app that builds cards from real MLB stats. Any player, any season, 1897–2025.
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Jun 14, 2026 - Python
Predicting MLB pitcher injury risk from Statcast data using machine learning
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May 26, 2026 - Jupyter Notebook
MLB HR & game winner prediction models built on Statcast data. XGBoost/LightGBM with barrel rate, exit velocity, wind, platoon splits, and pitcher matchup features. Daily pipeline with betting edge calculation. AUC: 0.620.
python statistics analytics snowflake pandas xgboost lightgbm baseball mlb statcast pybaseball mlb-stats-api odds-api
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Jun 13, 2026 - Python
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