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Tyler James Burch

I'm an analyst working in Baseball Research and Development for the Boston Red Sox.


  • Postdoc @ Argonne National Laboratory - particle physics simulation for the Aurora Supercomputer, uncertainty quantification for neural networks
  • PhD @ Northern Illinois University - research on the ATLAS experiment on the LHC at CERN. Higgs boson pair production, machine learning for photon identification

My programming interests are primarily in data analysis, machine learning, and [Bayesian] statistics. My other personal hobbies include music, baking, and running.

Feel free to reach out, and be sure to read some of my work on my blog.

Highlighted Work

Recent Posts

Currently Learning

  • Converting "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari to Turing.jl - repository here


More Information

This GitHub is where I keep my personal projects, prior professional work from my PhD lies in this GitLab, and work from my postdoc lies in institutionally protected GitLabs.


  1. Development of a classification model for hit outcome

    Jupyter Notebook 1

  2. ROS-turing Public

    Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari

    Jupyter Notebook 20 1

  3. Catch-all repo for one-off studies on baseball data

    Jupyter Notebook 1

  4. Notes + Problem set solutions on Statistical Rethinking textbook (McElreath). Also my first real foray into R.

    Stan 2 1

  5. puzzles Public

    Solutions to various puzzles - Mostly 538 Riddler questions

    Jupyter Notebook 3

  6. Progress tracking plots for LaTeX documents

    Python 17 3

58 contributions in the last year

Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Mon Wed Fri
Activity overview
Contributed to tjburch/, jldbc/pybaseball, tjburch/ROS-turing and 10 other repositories

Contribution activity

December 2022

Created 7 commits in 1 repository
Opened 1 pull request in 1 repository
jldbc/pybaseball 1 open
Reviewed 1 pull request in 1 repository
jldbc/pybaseball 1 pull request

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