We’ve written a collection of tidyteam code review principles that act as a resource for new contributors and as a source of truth when there are questions about our code review process. We hope you find them useful! Read more ...

How to use purrr::walk() to write many files, featuring file-system navigation with the fs package. Read more ...

The desirability2 package, for multivariable optimization, is now on CRAN. Read more ...

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

A discussion of the (relatively minor) differences between the native R pipe, |>, and the magrittr pipe, %>%. Read more ...

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

censored 0.2.0 is on CRAN! censored has two new engines for random forests and parametric survival models. Read more ...

When performance becomes an issue for code using tidy interfaces, switching to the backend tools used by tidy developers can offer substantial speedups. Read more ...

A few recent changes in CRAN requirements for packages containing C or C++ code have caused package developers some headaches. This post outlines the issues and provides solutions the tidyverse team has used to address them. Read more ...

dplyr 1.1.1 is on CRAN! This patch release includes a number of performance regression fixes along with refinements to the multiple match join warnings that result in warnings being thrown much less often. Read more ...