Roundup

Q3 2025 tidymodels digest

A summary of what has been going on for the tidymodels group in the mid 2025

tidyverse tidymodels Machine Learning Tidyverse Roundup

Nov 18, 2025

tidyverse tidymodels Machine Learning Tidyverse Roundup

Q1 2025 tidymodels digest

A summary of the goings on for the tidymodels group in later 2024 and early 2025

Max Kuhn

Feb 27, 2025

tidyverse ellmer Artificial Intelligence AI Tidyverse Roundup

Three experiments in LLM code assist with RStudio and Positron

Three experiments in LLM code assist with RStudio and Positron

We've been experimenting with LLM-powered tools to streamline R data science and package development

Simon Couch

Jan 29, 2025

tidyverse systemfonts marquee Visualization Textshaping Graphics Tidyverse Roundup

Updates to Text Rendering in R Graphics

There has been a recent flurry of updates to packages involved in rendering text from R. This blog post will go through what this means for you as a user and developer

Thomas Lin Pedersen

Jan 17, 2025

tidyverse Quarto Interactive Apps Publishing Webr Tidyverse Roundup

WebAssembly roundup part 3: Quarto Live 0.1.1

WebAssembly roundup part 3: Quarto Live 0.1.1

Quarto Live is a new Quarto extension that uses WebAssembly to bring interactive examples and dynamic code exercises to documents. Create highly engaging interactive elements for readers using standard Quarto markdown syntax

George Stagg

Oct 15, 2024

tidyverse Shiny shinylive Interactive Apps Webr Webassembly Wasm Shiny Tidyverse Roundup

WebAssembly roundup part 2: Shinylive 0.8.0

WebAssembly roundup part 2: Shinylive 0.8.0

Shinylive deploys Shiny apps that run completely in the browser. Shinylive 0.8.0 has now been released, with a bunch of bug-fixes, changes to better support multiple apps in a Quarto project, and a new system for including package binaries as part of a fully self-contained bundle

George Stagg

Oct 14, 2024

Interactive Apps Webr Wasm Tidyverse Roundup

WebAssembly roundup part 1: webR 0.4.2

First in a series of blog posts about what's new in R for WebAssembly. The latest release of webR 0.4.2 is now available, with updates to the viewer mechanism, support for displaying htmlwidgets, an IndexedDB virtual filesystem driver, and improved packaging for WebAssembly R binaries

George Stagg

Oct 11, 2024

Simon Couch, Hannah Frick, Max Kuhn

Postprocessing is coming to tidymodels

The tidymodels team has been hard at work on postprocessing, a set of features to adjust model predictions. The functionality includes a new package as well as changes across the framework

Oct 8, 2024

tidyverse tidymodels workflows Machine Learning Postprocessing Tidyverse Roundup

tidyverse tidymodels censored workflows workflowsets Machine Learning Tidyverse Roundup

Q1 2024 tidymodels digest

The tidymodels team has been busy working on all sorts of new features across the framework

Hannah Frick

Apr 24, 2024

Q4 2023 tidymodels digest

The tidymodels team has been busy working on all sorts of new features across the ecosystem

tidyverse tidymodels recipes Machine Learning Tidyverse Roundup

Jan 9, 2024

Q3 2023 tidymodels digest

The tidymodels team has been busy working on all sorts of new features across the ecosystem

tidyverse tidymodels rsample tidyclust Machine Learning Tidyverse Roundup

Oct 5, 2023

tidyverse tidymodels Machine Learning Tidyverse Roundup

Q2 2023 tidymodels digest

The tidymodels team has been busy working on all sorts of new features across the ecosystem

Hannah Frick

Jul 19, 2023

Q1 2023 tidymodels digest

The tidymodels team has been busy working on all sorts of new features across the ecosystem

tidyverse tidymodels recipes yardstick dials Machine Learning Tidyverse Roundup

Apr 28, 2023

tidyverse tidymodels tune workflowsets Machine Learning Tidyverse Roundup

Tuning hyperparameters with tidymodels is a delight

Tuning hyperparameters with tidymodels is a delight

New releases of the tune, finetune, and workflowsets packages have made optimizing model parameters with tidymodels even more pleasant

Simon Couch

Apr 20, 2023

tidyverse tidymodels recipes parsnip rsample Machine Learning Tidyverse Roundup

Q4 2022 tidymodels digest

The tidymodels team has been busy working on all sorts of new features across the ecosystem

Simon Couch

Dec 29, 2022

tidyverse tidymodels recipes Machine Learning Agua H2o Tidyverse Roundup

Q3 2022 tidymodels digest

Our post-RStudio conference productivity has been high! This post talks about tidymodels updates from the last few months

Max Kuhn

Oct 19, 2022

Q2 2022 tidymodels digest

Q2 marks the end of the season of case weights, with 25 new releases

tidyverse tidymodels parsnip recipes Machine Learning Tidyverse Roundup

Jul 19, 2022

Q1 2022 tidymodels digest

There were 21 releases of tidymodels packages during Q1 of this year, and this post shares some highlights!

tidyverse tidymodels textrecipes workflowsets dials Machine Learning Tidyverse Roundup

Apr 1, 2022

Closing out our year with a Q4 2021 tidymodels update

Closing out our year with a Q4 2021 tidymodels update

New features like an R Markdown template and Shiny app offer more robust support for modeling analyses, and our survey results outline some priorities for next year

tidyverse tidymodels rsample shinymodels Machine Learning Survey Tidyverse Roundup

Dec 16, 2021

Q3 2021 tidymodels roundup

Use new tuning parameters, new recipe steps, and a new example dataset!

tidyverse tidymodels dials recipes Machine Learning Modeldata Tidyverse Roundup

Sep 28, 2021

tidyverse parsnip tune workflows hardhat discrim finetune workflowsets Machine Learning Tidyverse Roundup

New tidymodels releases for July 2021

We highlight a series of new tidymodels package versions and their improvements

Max Kuhn

Jul 27, 2021

Q2 2021 tidymodels digest

Releases of tidymodels packages in Q2 of 2021 include more streamlined memory footprints for feature-engineering recipes, new model engine options, and better support for post-processing predictions

tidyverse tidymodels parsnip recipes butcher yardstick probably Machine Learning Tidyverse Roundup

Jul 2, 2021

Catch up with tidymodels

Releases of tidymodels packages in Q1 of 2021 offer new functions for easier model building and resampling, along with a new package for resampling spatial data