Matt Warkentin's repositories
torontodown
University of Toronto thesis using R Markdown and bookdown
INTEGRAL-Radiomics
INTEGRAL-Radiomics model for assessing screen-detected pulmonary nodules. Warkentin MT et al. Thorax 2024.
actions
GitHub Actions for the R community
ALARM
Asian Lung Cancer Absolute Risk Models (ALARM) for lung cancer mortality.
censored
Parsnip wrappers for survival models
desirability2
Desirability Functions for Multiparameter Optimization
dials
Tools for creating tuning parameter values
fastmap
Fast map implementation for R
flexsurv-dev
The flexsurv R package for flexible parametric survival and multi-state modelling
IMA2024_ROpenMpp_Workshop
Materials for the R/OpenM++ workshop at the 2024 IMA World Congress
luz
Higher Level API for torch
marginaleffects
R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 80 classes of statistical models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference.
namedropR
R package namedropR
pandoc-filters
Miscellaneous set of Pandoc filters
parsnip
A tidy unified interface to models
poissonreg
parsnip wrappers for Poisson regression
ptl-presentation
Campbell Lab presentation on PyTorch Lightning API
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
quarto-cv
Simple curriculum vitae format extension for Quarto
rsample
Classes and functions to create and summarize resampling objects
rweekly.org
R Weekly
torchio
TorchIO: medical imaging for deep learning.
tune
Tools for tidy parameter tuning
xaringanExtra
:ferris_wheel: A playground of enhancements and extensions for xaringan slides.
yardstick
Tidy methods for measuring model performance
zsh-config
Configuration recipe for zsh on Mac OS