We’ve released two new tidymodels #rstats packages for feature selection: filter and important.
tidyverse.org/blog/2025/11...
tidyverse.org/blog/2025/11...
Two New tidymodels Packages
Two new tidymodels packages focus on supervised feature selection.
tidyverse.org
November 24, 2025 at 7:12 PM
We’ve released two new tidymodels #rstats packages for feature selection: filter and important.
tidyverse.org/blog/2025/11...
tidyverse.org/blog/2025/11...
Announcing (the first-ever) tidymodels cheatsheets! 📊✨
After almost 8 years, tidymodels finally has not just one, but two cheatsheets!
Check out these clean, visual guides for recipes (preprocessing) and parsnip (modeling) in #RStats.
Learn more here: opensource.posit.co/blog/2026-04...
After almost 8 years, tidymodels finally has not just one, but two cheatsheets!
Check out these clean, visual guides for recipes (preprocessing) and parsnip (modeling) in #RStats.
Learn more here: opensource.posit.co/blog/2026-04...
tidymodels Cheatsheets
Two new cheatsheets for Tidymodels are now available: one for creating models with parsnip, and one for preprocessing data with recipes.
opensource.posit.co
May 27, 2026 at 2:52 PM
Announcing (the first-ever) tidymodels cheatsheets! 📊✨
After almost 8 years, tidymodels finally has not just one, but two cheatsheets!
Check out these clean, visual guides for recipes (preprocessing) and parsnip (modeling) in #RStats.
Learn more here: opensource.posit.co/blog/2026-04...
After almost 8 years, tidymodels finally has not just one, but two cheatsheets!
Check out these clean, visual guides for recipes (preprocessing) and parsnip (modeling) in #RStats.
Learn more here: opensource.posit.co/blog/2026-04...
Check out what's new in #rstats tidymodels in our Q1 digest post!
If you use parallel processing a lot with tidymodels, please give this a look.
www.tidyverse.org/blog/2025/02...
If you use parallel processing a lot with tidymodels, please give this a look.
www.tidyverse.org/blog/2025/02...
Q1 2025 tidymodels digest
A summary of the goings on for the tidymodels group in later 2024 and early 2025.
www.tidyverse.org
February 27, 2025 at 6:23 PM
Check out what's new in #rstats tidymodels in our Q1 digest post!
If you use parallel processing a lot with tidymodels, please give this a look.
www.tidyverse.org/blog/2025/02...
If you use parallel processing a lot with tidymodels, please give this a look.
www.tidyverse.org/blog/2025/02...
While we're discussing what we like and dislike in #Rstats, here's why I don't like tidymodels: mansthulin.se/posts/tidymo...
Why I don’t use {tidymodels} – Måns Thulin
mansthulin.se
February 26, 2026 at 8:28 PM
While we're discussing what we like and dislike in #Rstats, here's why I don't like tidymodels: mansthulin.se/posts/tidymo...
We've had a flurry of new tidymodels #rstats releases. Here's a summary of what's been going on with a focus on ordered outcomes and quantile regression.
opensource.posit.co/blog/2026-04...
opensource.posit.co/blog/2026-04...
New tidymodels Releases for April 2026
A small cascade of CRAN releases brings new model types to tidymodels.
opensource.posit.co
April 27, 2026 at 5:11 PM
We've had a flurry of new tidymodels #rstats releases. Here's a summary of what's been going on with a focus on ordered outcomes and quantile regression.
opensource.posit.co/blog/2026-04...
opensource.posit.co/blog/2026-04...
📰 Announcing #tidymodels brand new third cheatsheet! This one is about all the packages that make up #tidymodels, and where in the machine learning workflow they go. HTML and PDF versions found here: opensource.posit.co/resources/ch... #rstats #machinelearning
August 7, 2026 at 5:11 PM
📰 Announcing #tidymodels brand new third cheatsheet! This one is about all the packages that make up #tidymodels, and where in the machine learning workflow they go. HTML and PDF versions found here: opensource.posit.co/resources/ch... #rstats #machinelearning
The tidymodels group has an #rstats summer internship position this year.
The focus is on feature selection tools. All of the information is in the blog post below.
We look forward to seeing your applications!
www.tidyverse.org/blog/2025/01...
The focus is on feature selection tools. All of the information is in the blog post below.
We look forward to seeing your applications!
www.tidyverse.org/blog/2025/01...
tidymodels Internship for 2025 - Tidyverse
The tidymodels team is sponsoring a summer internship in 2025.
www.tidyverse.org
January 14, 2025 at 6:00 PM
The tidymodels group has an #rstats summer internship position this year.
The focus is on feature selection tools. All of the information is in the blog post below.
We look forward to seeing your applications!
www.tidyverse.org/blog/2025/01...
The focus is on feature selection tools. All of the information is in the blog post below.
We look forward to seeing your applications!
www.tidyverse.org/blog/2025/01...
We are excited to see that xgboost recently had a big CRAN release! We have worked hard on the tidymodels team to make sure you all have a smooth transition.
Please yet us know if you are experiencing any issues with the releases
tidyverse.org/blog/2025/12...
#rstats #tidymodels
Please yet us know if you are experiencing any issues with the releases
tidyverse.org/blog/2025/12...
#rstats #tidymodels
tidymodels & xgboost
The tidymodels ecosystem is prepared for big xgboost CRAN release.
tidyverse.org
December 15, 2025 at 5:39 PM
We are excited to see that xgboost recently had a big CRAN release! We have worked hard on the tidymodels team to make sure you all have a smooth transition.
Please yet us know if you are experiencing any issues with the releases
tidyverse.org/blog/2025/12...
#rstats #tidymodels
Please yet us know if you are experiencing any issues with the releases
tidyverse.org/blog/2025/12...
#rstats #tidymodels
I'm beyond excited to share with you all that tidymodels now have sparsity support.
We now support sparse data during the whole process, generate data sparsely in recipes steps when your model supports spare data structures. and you don't have to change anything!
www.tidyverse.org/blog/2025/03...
We now support sparse data during the whole process, generate data sparsely in recipes steps when your model supports spare data structures. and you don't have to change anything!
www.tidyverse.org/blog/2025/03...
Improved sparsity support in tidymodels
The tidymodels ecosystem now fully supports sparse data as input, output, and in creation.
www.tidyverse.org
March 19, 2025 at 6:02 PM
I'm beyond excited to share with you all that tidymodels now have sparsity support.
We now support sparse data during the whole process, generate data sparsely in recipes steps when your model supports spare data structures. and you don't have to change anything!
www.tidyverse.org/blog/2025/03...
We now support sparse data during the whole process, generate data sparsely in recipes steps when your model supports spare data structures. and you don't have to change anything!
www.tidyverse.org/blog/2025/03...
📰 New post alert! Our second #tidymodels cheatsheet is out now! It covers creating models with {parsnip}. We have written a post with an overview of both our current cheatsheets: opensource.posit.co/blog/2026-04... #rstats #DataScience
tidymodels Cheatsheets
Two new cheatsheets for Tidymodels are now available: one for creating models with parsnip, and one for preprocessing data with recipes.
opensource.posit.co
April 29, 2026 at 5:21 PM
📰 New post alert! Our second #tidymodels cheatsheet is out now! It covers creating models with {parsnip}. We have written a post with an overview of both our current cheatsheets: opensource.posit.co/blog/2026-04... #rstats #DataScience
New blog post: Spatial Machine Learning with tidymodels 🌍🧠📦
This post shows how to apply the tidymodels framework to spatial data workflows in R. Part 3 in a series about #sml.
🔗 geocompx.org/post/2025/sm...
#rstats #rspatial #tidymodels #gischat
This post shows how to apply the tidymodels framework to spatial data workflows in R. Part 3 in a series about #sml.
🔗 geocompx.org/post/2025/sm...
#rstats #rspatial #tidymodels #gischat
May 28, 2025 at 2:04 PM
New blog post: Spatial Machine Learning with tidymodels 🌍🧠📦
This post shows how to apply the tidymodels framework to spatial data workflows in R. Part 3 in a series about #sml.
🔗 geocompx.org/post/2025/sm...
#rstats #rspatial #tidymodels #gischat
This post shows how to apply the tidymodels framework to spatial data workflows in R. Part 3 in a series about #sml.
🔗 geocompx.org/post/2025/sm...
#rstats #rspatial #tidymodels #gischat
Super exciting!
Related news: we’re hooking up mirai to tidymodels too.
Related news: we’re hooking up mirai to tidymodels too.
#tidyverse purrr 1.1.0 is out - now with parallel processing!
Scale your #rstats map operations reliably and efficiently across multiple cores and even distributed systems.
Powered by the mirai framework, this unlocks new levels of performance.
Read more at:
www.tidyverse.org/blog/2025/07...
Scale your #rstats map operations reliably and efficiently across multiple cores and even distributed systems.
Powered by the mirai framework, this unlocks new levels of performance.
Read more at:
www.tidyverse.org/blog/2025/07...
Parallel processing in purrr 1.1.0
The functional programming toolkit for R gains new capabilities for parallel processing and distributed computing using mirai.
www.tidyverse.org
July 11, 2025 at 12:41 AM
Super exciting!
Related news: we’re hooking up mirai to tidymodels too.
Related news: we’re hooking up mirai to tidymodels too.
Beyond excited to share that catboost now has full native support in tidymodels!!
This support should extend to all applicable areas of tidymodels, which means that orbital works as well 🚀
opensource.posit.co/blog/2026-06...
#rstats #tidymodels
This support should extend to all applicable areas of tidymodels, which means that orbital works as well 🚀
opensource.posit.co/blog/2026-06...
#rstats #tidymodels
CatBoost support in tidymodels
CatBoost is now available as a supported engine in tidymodels. This post shows how to train, tune, and use CatBoost models through the familiar parsnip interface.
opensource.posit.co
June 25, 2026 at 5:28 PM
Beyond excited to share that catboost now has full native support in tidymodels!!
This support should extend to all applicable areas of tidymodels, which means that orbital works as well 🚀
opensource.posit.co/blog/2026-06...
#rstats #tidymodels
This support should extend to all applicable areas of tidymodels, which means that orbital works as well 🚀
opensource.posit.co/blog/2026-06...
#rstats #tidymodels
orbital is such a cool idea — convert your tidymodels or (now) scikit learn model predictions to SQL so you can run them in the database
Announcing Orbital for Python! For Scikit-learn users, this tool transforms your ML pipelines into SQL queries, letting predictions run directly in your database without a #Python environment.
Learn more: posit.co/blog/introdu...
Learn more: posit.co/blog/introdu...
July 14, 2025 at 2:41 PM
orbital is such a cool idea — convert your tidymodels or (now) scikit learn model predictions to SQL so you can run them in the database
My tech stack cost breakdown:
Positron IDE: $0
R: $0
tidymodels: $0
DuckDB: $0
Positron IDE: $0
R: $0
tidymodels: $0
DuckDB: $0
August 8, 2025 at 5:35 PM
My tech stack cost breakdown:
Positron IDE: $0
R: $0
tidymodels: $0
DuckDB: $0
Positron IDE: $0
R: $0
tidymodels: $0
DuckDB: $0
The tidymodels team is hiring an intern! Please share with #rstats folks looking for summer opportunities with an interest in data preprocessing for ML.
www.tidyverse.org/blog/2025/01...
www.tidyverse.org/blog/2025/01...
tidymodels Internship for 2025 - Tidyverse
The tidymodels team is sponsoring a summer internship in 2025.
www.tidyverse.org
January 21, 2025 at 2:18 PM
The tidymodels team is hiring an intern! Please share with #rstats folks looking for summer opportunities with an interest in data preprocessing for ML.
www.tidyverse.org/blog/2025/01...
www.tidyverse.org/blog/2025/01...
By now it is obvious that AI has completely solved statistics and machine learning. So as the next step in the tidymodels journey we are moving into game development!
Introducing our first game!
emilhvitfeldt.github.io/tidymodels-d...
Introducing our first game!
emilhvitfeldt.github.io/tidymodels-d...
April 1, 2026 at 5:05 PM
By now it is obvious that AI has completely solved statistics and machine learning. So as the next step in the tidymodels journey we are moving into game development!
Introducing our first game!
emilhvitfeldt.github.io/tidymodels-d...
Introducing our first game!
emilhvitfeldt.github.io/tidymodels-d...
Some news: I've just open-sourced the draft of a book I'm working on about how #rstats tidymodels users can make their code run faster without sacrificing predictive performance!
www.simonpcouch.com/blog/2024-10...
www.simonpcouch.com/blog/2024-10...
October 29, 2024 at 3:43 PM
Some news: I've just open-sourced the draft of a book I'm working on about how #rstats tidymodels users can make their code run faster without sacrificing predictive performance!
www.simonpcouch.com/blog/2024-10...
www.simonpcouch.com/blog/2024-10...
I shared this on the Hangout today, but @juliasilge.com's #tidymodels section of her blog really is a fantastic place to dig around if you're learning tidymodels! #rstats #databs
juliasilge.com/categories/t...
juliasilge.com/categories/t...
tidymodels | Julia Silge
A data science blog
juliasilge.com
July 16, 2026 at 8:52 PM
I shared this on the Hangout today, but @juliasilge.com's #tidymodels section of her blog really is a fantastic place to dig around if you're learning tidymodels! #rstats #databs
juliasilge.com/categories/t...
juliasilge.com/categories/t...
Our latest blog post shows we can deploy boosted tree models, such as xgboost, lightgbm, or catboost, directly into the database itself!
Running predictionsfrom an xgboost model on 2.1 million observations in less than 10 seconds!
posit.co/blog/deployi...
#rstats #tidymodels #mlops
Running predictionsfrom an xgboost model on 2.1 million observations in less than 10 seconds!
posit.co/blog/deployi...
#rstats #tidymodels #mlops
Deploying boosted tree models with Orbital - Posit
Orbital 0.5.0 translates tidymodels workflows into SQL, featuring new tuning tools to balance predictive accuracy with database performance.
posit.co
March 16, 2026 at 6:35 PM
Our latest blog post shows we can deploy boosted tree models, such as xgboost, lightgbm, or catboost, directly into the database itself!
Running predictionsfrom an xgboost model on 2.1 million observations in less than 10 seconds!
posit.co/blog/deployi...
#rstats #tidymodels #mlops
Running predictionsfrom an xgboost model on 2.1 million observations in less than 10 seconds!
posit.co/blog/deployi...
#rstats #tidymodels #mlops
This summer, join the tidymodels team as an intern and help expand the possibilities of feature selection!
Learn more and apply: www.tidyverse.org/blog/2025/01...
#RStats #tidymodels
Learn more and apply: www.tidyverse.org/blog/2025/01...
#RStats #tidymodels
tidymodels Internship for 2025 - Tidyverse
The tidymodels team is sponsoring a summer internship in 2025.
www.tidyverse.org
January 24, 2025 at 3:31 PM
This summer, join the tidymodels team as an intern and help expand the possibilities of feature selection!
Learn more and apply: www.tidyverse.org/blog/2025/01...
#RStats #tidymodels
Learn more and apply: www.tidyverse.org/blog/2025/01...
#RStats #tidymodels
Me: teaches a full semester of machine learning with #tidymodels.
Student: I don't like tibbles, so for the final assignment I decided to code everything in base #rstats.
Student: I don't like tibbles, so for the final assignment I decided to code everything in base #rstats.
Bart Simpson: What an Odd Thing to Say
ALT: Bart Simpson: What an Odd Thing to Say
static.klipy.com
September 24, 2026 at 5:25 PM
Me: teaches a full semester of machine learning with #tidymodels.
Student: I don't like tibbles, so for the final assignment I decided to code everything in base #rstats.
Student: I don't like tibbles, so for the final assignment I decided to code everything in base #rstats.
I'm excited to announce a long overdue update to {tidyclust}! This release brings support for 3 new model types: DBSCAN, Gaussian mixture, and mean shift models.
We also now support parallel processing with {future} and {mirai}
opensource.posit.co/blog/2026-06...
#rstats #tidymodels #dataBS
We also now support parallel processing with {future} and {mirai}
opensource.posit.co/blog/2026-06...
#rstats #tidymodels #dataBS
tidyclust 0.3.0
tidyclust 0.3.0 is now on CRAN. This release adds support for DBSCAN, Gaussian Mixtures, and Mean Shift Models, plus closer alignment with the tidymodels framework.
opensource.posit.co
June 15, 2026 at 5:56 PM
I'm excited to announce a long overdue update to {tidyclust}! This release brings support for 3 new model types: DBSCAN, Gaussian mixture, and mean shift models.
We also now support parallel processing with {future} and {mirai}
opensource.posit.co/blog/2026-06...
#rstats #tidymodels #dataBS
We also now support parallel processing with {future} and {mirai}
opensource.posit.co/blog/2026-06...
#rstats #tidymodels #dataBS
Slides from yesterdays talk "Don't be dense, embracing sparsity in tidymodels" are live if you are interested!
emilhvitfeldt.github.io/talk-slc-spa...
emilhvitfeldt.github.io/talk-slc-spa...
July 23, 2025 at 11:20 PM
Slides from yesterdays talk "Don't be dense, embracing sparsity in tidymodels" are live if you are interested!
emilhvitfeldt.github.io/talk-slc-spa...
emilhvitfeldt.github.io/talk-slc-spa...
