"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
Here are 16 public repositories matching this topic...
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
Grades MLB pitch quality from physics alone on 2.14M real Statcast pitches, then turns the model into a front-office decision tool: pitch-design recommendations, undervalued-arm detection, year-over-year trends, and similarity-based scouting comps. Live dashboard + API.
python machine-learning r nextjs data-engineering xgboost baseball mlb sabermetrics statcast pybaseball sports-analytics shap fastapi
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Aug 26, 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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Sep 9, 2026 - 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
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 22, 2026 - Python
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
Calibrated probability models for MLB game and prop markets
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Jul 14, 2026 - Python
Analyzing MLB umpire strike-zone consistency with Statcast pitch-level data (2015–2025): called-strike models, zone maps by count, and umpire/catcher leaderboards.
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Sep 7, 2026 - 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
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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Aug 17, 2026 - Python
The complementary code to an analysis of hitting and pitching in the Seattle Mariner's T-Mobile Park.
baseball mlb baseball-statistics baseball-data pybaseball baseball-stats baseball-analytics baseball-game
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Aug 19, 2026 - Python
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