simonpcouch / carpentr Goto Github PK

I'm Simon (he/him), an R developer and data scientist. I work on software for statistical modeling at Posit PBC (formerly RStudio) as a generalist maintainer on the tidymodels package ecosystem.🐛

Here are some R packages for statistical modeling that I work on:

• tidymodels/broom: convert statistical analysis objects to tidy tibbles
• tidymodels/infer: a grammar for tidy statistical inference
• tidymodels/stacks: tidymodels-friendly model stacking and ensembling
• tidymodels/bonsai: model wrappers for tree-based models
• tidymodels/workflows: combine pre-processing, modeling, and post-processing objects
• tidymodels/workflowsets: creating collections of modeling workflows
• rstudio/bundle: a consistent interface for model serialization

I also maintain a few personal R packages that range in functionality from data querying to biological methods:

• simonpcouch/syrup: profile memory and CPU usage of parallel R code
• simonpcouch/stopwatch: high precision timings using mocking
• simonpcouch/anyflights: query nycflights13-like data for any recent year and US airport
• simonpcouch/gbfs: query data on public bikes from hundreds of bikeshare programs
• simonpcouch/carpentR: predicting lake algal blooms using plankton dynamics
• rudeboybert/forestecology: methods for model fitting and assessment in forest ecology
• simonpcouch/detectors: prediction data from GPT detectors
• simonpcouch/readmission: hospital readmission data for patients with type 1 diabetes

If you're interested in trainings/workshops/talks about R, the tidyverse, or tidymodels, please get in touch! I'm a certified tidyverse trainer.

Please feel to reach out by email. I've written a bit more about what I work on on my website and my blog.