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YMori

Mar 23

Adding Bayesian Ensemble + Monte Carlo to an NPB Prediction System

#baseball #python #bayesian #datascience

4 min read

YMori

Mar 24

NPB 2021 Backtest: Could a Bayesian Model Predict Last-Place-to-Champion?

#baseball #python #bayesian #datascience

3 min read

YMori

Mar 23

Adding Bayesian Ensemble + Monte Carlo to an NPB Prediction App

#baseball #python #bayesian #datascience

4 min read

YMori

Mar 5

Park Factors, OAA, and Stuff+ in One Line of Python (savant-extras v0.3.2–v0.4.1)

#python #baseball #opensource #pypi

3 min read

YMori

Mar 22

Moving an NPB Prediction System to BigQuery — BQML and Cloud Run on the Free Tier

#bigquery #gcp #python #baseball

5 min read

YMori

Mar 13

I Built a WBC Quarterfinal Scouting App with MLB Statcast Data

#baseball #python #streamlit #datascience

4 min read

YMori

Mar 7

Optimizing Marcel Projection Weights for NPB — Grid Search + Bootstrap Validation

#baseball #python #statistics #datascience

3 min read

YMori

Mar 6

Can Statcast Data Improve MLB Player Performance Predictions? — Beating Marcel with LightGBM

#baseball #python #machinelearning #mlops

4 min read

YMori

Mar 5

Did Adding Stadium Correction Improve My NPB Baseball Predictions? — A Full Backtest Comparison

#baseball #python #bayesian #datascience

4 min read

YMori

Mar 5

I Calculated NPB Park Factors for 10 Years — Stadium Renovations Revealed

#python #baseball #datascience #pandas

7 min read

YMori

Mar 5

I Added Park Factor Correction to My NPB Bayesian Prediction Model — Backtest Validation & 2026 Forecast

#baseball #python #bayesian #datascience

5 min read

YMori

Mar 5

Did Bayesian Projection (Stan/Ridge) Predict the 2021 NPB Last-to-First Upsets?

#python #baseball #datascience #bayesian

5 min read

YMori

Mar 4

Beyond Marcel: Adding Bayesian Regression to NPB Baseball Predictions — A 15-Step Journey

#baseball #python #bayesian #datascience

5 min read

YMori

Mar 1

Does Exit Velocity Come from the Front Foot? Exploring Driveline Motion Capture Data

#python #baseball #datascience #biomechanics

5 min read

YMori

Mar 1

Last Place to Champions: What Marcel Projection Reveals About 2021 NPB Yakult and Orix

#python #baseball #datascience #machinelearning

6 min read

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