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jmgirard/README.md

Hi there, I'm Jeffrey Girard!

I'm an Assistant Professor in the Department of Psychology at the University of Kansas. I work in clinical psychology and explore the links between mental health, affect, and interpersonal functioning. I collaborate with computer scientists and clinicians to develop technologies that support clinical practice. I use observational methods to quantify facial expressions and other behavioral signals. My main goal is to understand the role that behavioral signals play in emotion and interpersonal communication. I use data science techniques from statistics, machine learning, and software engineering to address research challenges. I love to develop, share, and teach about tools that increase scientific rigor and openness.

Lab Website: https://affcom.ku.edu

Statistics Software:

  • circumplex - A stable R package for analyzing and visualizing circular data.
  • mReliability - A stable (but approaching end-of-life) set of MATLAB functions for estimating inter-rater reliability.
  • wcc - An experimental R package for conducting windowed cross-correlation analyses.
  • varde - An experimental R package for decomposing the variance in mixed effects models.
  • agreement - An experimental R package for estimating inter-rater reliability.

Research Software:

  • CARMA - A stable (but approaching end-of-life) software for collecting continuous media annotations.
  • DARMA - A stable (but approaching end-of-life) software for collecting continuous two-dimensional media annotations.
  • tidymedia - An experimental R package for working with audio, video, and image files.
  • openac - An experimental R package for automating common affective computing (and social signal processing) tasks.
  • profiles - An experimental R package for managing multiple RStudio config profiles (and comes with RStudio addins).

Quarto Extensions

  • lordicon - A stable Quarto extension for embedding animated Lordicon icons in HTML.
  • honeypot - An experimental Quarto extension for detecting LLM cheating on HTML assignments.
  • embedpdf - A stable (but questioning) Quarto extension for embedding PDF files in HTML.

Docker Images:

  • rocker-bayes - A multiarchitecture (amd64/arm64) image for Bayesian analysis in R
  • wsl-cuda-whisper - A WSL (amd64) image for AI transcription from R with CUDA-support
  • wsl-ollama - A WSL (amd64) image for calling local LLMs from R with CUDA-support

Tools and Frameworks:

R Quarto Git Docker

Top Langs

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  1. circumplex circumplex Public

    R Package for the Analysis and Visualization of Circumplex Data

    R 11 6

  2. mReliability mReliability Public

    MATLAB Functions for Computing Inter-Observer Reliability

    MATLAB 41 8

  3. DARMA DARMA Public

    DARMA: Software for Dual Axis Rating and Media Annotation

    MATLAB 11 2

  4. CARMA CARMA Public

    CARMA: Software for Continuous Affect Rating and Media Annotation

    MATLAB 14 4

  5. agreement agreement Public

    R package for the tidy calculation of inter-rater reliability

    HTML 18 2

  6. standist standist Public

    R package for calculating and visualizing Stan distributions

    R 6