Skip to content
View bgreenwell's full-sized avatar
393 followers · 7 following

Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: Starstruckx3Achievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: Starstruckx3Achievement: YOLOAchievement: Arctic Code Vault Contributor

Highlights

  • Pro

Organizations

@koalaverse

Block or report bgreenwell

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
bgreenwell/README.md

Brandon M. Greenwell, PhD

Director of Data Science @ 84.51° · Adjunct @ UC

Statistician by training, ML practitioner and tools developer by trade. I'm the science tech lead for the Responsible AI team at 84.51° (Kroger's data science arm) and teach graduate-level statistics, analytics, and AI-assisted programming at UC.

Most of what I build lives at the intersection of statistical rigor and practical ML — R packages for model interpretation (fastshap, pdp, vip), two books on machine learning with R (Hands-On Machine Learning with R and Tree-Based Methods for Statistical Learning in R), and increasingly, developer tooling in Rust and Go.

Google Scholar · LinkedIn · CV

Featured open-source projects

Rust projects

Go projects

R packages (CRAN published)

Education

  • Ph.D. in Applied Mathematics — Air Force Institute of Technology (2014) · dissertation
  • M.S. in Applied Statistics — Wright State University (2011)
  • B.S. in Statistics — Wright State University (2009)

Brandon's GitHub Stats

Pinned Loading

  1. investr investr Public

    Inverse estimation in R

    R 25 6

  2. pdp pdp Public

    A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.

    R 99 13

  3. koalaverse/vip koalaverse/vip Public

    Variable Importance Plots (VIPs)

    R 190 23

  4. fastshap fastshap Public

    Fast approximate Shapley values in R

    R 134 17

  5. lstr lstr Public

    A fast, minimalist directory tree viewer, written in Rust.

    Rust 1.5k 30

  6. doxx doxx Public

    Expose the contents of .docx files without leaving your terminal. Fast, safe, and smart — no Office required!

    Rust 3.7k 90