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Make your ggplot2 extension package understand the new linewidth aesthetic

Make your ggplot2 extension package understand the new linewidth aesthetic

The next release of ggplot2 will contain a number of internal improvements and fixes long-time inconsistencies. One of these are the conflation of point size and linewidth into the same aesthetic. This post will go into detail with how you can make your extension package work well with the new linewidth aesthetic

Thomas Lin Pedersen

Aug 24, 2022

tidyverse ggplot2 Best Practices Tidyverse Deep-Dive

censored 0.1.0

censored 0.1.0 is a new tidymodels package for survival models

Hannah Frick

Aug 10, 2022

tidyverse tidymodels parsnip censored Machine Learning Tidyverse Packages

rsample 1.1.0

rsample 1.1.0 is now on CRAN! This release provides a ton of new functions for grouped resampling, as well as a few long-awaited utility functions

Mike Mahoney

Aug 8, 2022

tidyverse rsample tidymodels Machine Learning Tidyverse Packages

The main page for the quarto-ext GitHub organization which lists extensions published by the Quarto core team.

Quarto Extensions

Quarto Extensions are a powerful way to modify or extend the behavior of Quarto, and can be created and distributed by anyone. Extension types include filters, shortcodes, and custom formats

J.J. Allaire

Jul 25, 2022

Quarto Publishing Quarto Extensions Features

Q2 2022 tidymodels digest

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

Emil Hvitfeldt

Jul 19, 2022

tidyverse tidymodels parsnip recipes Machine Learning Tidyverse Roundup

lintr 3.0.0

lintr 3.0.0 is a major release featuring a more consistent API for using linter and dozens of new linters included

Michael Chirico

Jul 15, 2022

tidyverse lintr Best Practices Tidyverse Packages

bonsai 0.1.0

A new parsnip extension package for tree-based models is now on CRAN

Simon Couch

Jun 30, 2022

tidyverse tidymodels parsnip bonsai Machine Learning Tidyverse Packages

Quarto at rstudio::conf(2022)

[rstudio::conf(2022)](https://rstd.io/conf) will feature a variety of workshops and talks on Quarto. Join us in Washington DC this July 25-28 to learn more about Quarto and hear from folks using Quarto to create, share, and collaborate

Mine Çetinkaya-Rundel

Jun 21, 2022

Quarto Publishing Quarto Conf Workshop Talks

spatialsample 0.2.0

spatialsample 0.2.0 is now on CRAN! This release provides a bunch of new features, including new spatial resampling methods, visualization helpers, and spatial buffering

Mike Mahoney

Jun 21, 2022

tidyverse spatialsample rsample tidymodels Machine Learning Tidyverse Packages

Announcing vetiver for MLOps in R and Python

Announcing vetiver for MLOps in R and Python

We are thrilled to announce the release of vetiver, a framework for MLOps tasks in R and Python. Use vetiver to version, share, deploy, and monitor a trained model

Julia Silge

Jun 9, 2022

tidyverse tidymodels vetiver-r MLOps and Admin Vetiver Tidyverse Packages

TensorFlow and Keras 2.9

New TensorFlow and Keras releases bring improvements big and small

Tomasz Kalinowski

Jun 9, 2022

keras3 Machine Learning Ai TensorFlow Keras Packages Releases

dbplyr 2.2.0

This release brings improvements to SQL translation, a new way of getting local data into the database, and support for dplyr's family of row modification functions

Hadley Wickham

Jun 6, 2022

tidyverse dplyr dbplyr Data Wrangling Tidyverse Packages

GitHub Actions for R developers, v2

We have updated our GitHub Actions at `r-lib/actions`. Consider upgrading to the new `v2` version, for faster and more reliable GHA jobs

Gábor Csárdi

Jun 1, 2022

actions Best Practices Github Actions Tidyverse Programming

Deep Learning with R, 2nd Edition

Announcing the release of "Deep Learning with R, 2nd Edition," a book that shows you how to get started with deep learning in R

Tomasz Kalinowski

May 31, 2022

keras3 Machine Learning Ai TensorFlow Keras

Community spotlight: Fun with torchopt

Today, we want to call attention to a highly useful package in the torch ecosystem: torchopt. It extends torch by providing a set of popular optimization algorithms not available in the base library. As this post will show, it is also fun to use!

Sigrid Keydana

May 18, 2022

Machine Learning Ai Torch Packages Releases

roxygen2 7.2.0

roxygen2 7.2.0 brings improvements to `NAMESPACE` generation, better multiparameter argument inheritance, and improved warnings

Hadley Wickham

May 13, 2022

tidyverse roxygen2 devtools Best Practices Tidyverse Packages

Using case weights with tidymodels

Support for case weights is now available across many tidymodels packages

Max Kuhn

May 5, 2022

tidyverse tidymodels parsnip Best Practices Tidyverse Deep-Dive

Updates for recipes extension packages

The three extension packages for recipes were recently updated on CRAN adding new steps, features and bug fixes

Emil Hvitfeldt

May 3, 2022

tidyverse recipes tidymodels Machine Learning Tidyverse Packages

torch outside the box

Sometimes, a software's best feature is the one you've added yourself. This post shows by example why you may want to extend torch, and how to proceed. It also explains a bit of what is going on in the background

Sigrid Keydana

Apr 27, 2022

Machine Learning Ai Torch

haven 2.5.0

haven 2.5.0 adds support for custom character widths, creates FDA-compliant XPT files, and can use Stata's `strL` variable type

Hadley Wickham

Apr 15, 2022

tidyverse haven Data Wrangling Tidyverse Packages