Posit

Posit, 4 months ago (edited 4 months ago) to random

tidymodels: Better warnings, clearer errors, and exciting new features coming soon!

The tidymodels framework is a collection of #RStats packages for modeling and machine learning using #tidyverse principles. This quarterly digest summarizes what’s new in the tidymodels ecosystem.

Check out the tidymodels Q4 2023 digest to learn more.
https://www.tidyverse.org/blog/2024/01/tidymodels-2023-q4/

Posit, 4 months ago to random

The new version of pysparklyr is on CRAN! 🎉

Pysparklyr is the new extension to sparklyr that allows you to interact with #Spark & Databricks Connect. The new version has big user-facing updates that make working with #Databricks and #RStats together even easier.

Read more: https://posit.co/blog/pysparklyr-for-interacting-with-spark-databricks-connect/

Posit, 5 months ago to random

More travelers than ever are expected to travel by air this holiday season＊. Airport authorities seek every analytic edge to make your journey as safe & smooth as possible. That's why the Halifax International Airport Authority uses Posit Team.

Read about the Halifax International Airport Authority experience with Posit Team & Connect at https://posit.co/about/customer-stories/halifax-airport/

Posit, 5 months ago to random

🎄Tis the season for joy and connection, and what better time to extend that collaborative spirit into your data science endeavors🌟

By popular demand, our upcoming monthly workflow with Ryan Johnson is dedicated to enhancing teamwork. It's recorded, so no worries if you're out!

This Month's Focus: All Things Collaborative Working 🤝

🔄 Version control
💻 Git-backed deployment
👥 Project sharing

🗓️ Date & Time: Wednesday, December 27th at 11 am ET.

🔗 http://evt.to/aoimiohuw

Posit, 5 months ago (edited 4 months ago) to random

posit::conf(2023) Keynotes & Talks are now available on YouTube. Plus find all Workshop materials.

Talks

• Blog post with summary table: https://posit.co/blog/talks-and-workshops-from-posit-conf-2023/
• Find the full conference playlist on YouTube here: https://www.youtube.com/playlist?list=PL9HYL-VRX0oRFZslRGHwHuwea7SvAATHp

Workshop materials:
https://posit.co/wp-content/themes/Posit/public/markdown-blogs/talks-and-workshops-from-posit-conf-2023/index.html#workshop-materials-1

Posit, 5 months ago to random

Last week’s event with Databricks is now available on YouTube!

The event covered a range of topics including:

💻 Seamless Databricks development in RStudio and VSCode
🔥 Updates to the sparklyr package
🌐 Simplified obdc connectivity
🎬 And, a live demo of how it all works!

Plus, we announced the exciting future of our partnership. Hint: we look forward to providing a way to run Posit products directly inside your Databricks infrastructure and architecture. 🎉

🔗 https://www.youtube.com/live/iShpyDxzMeE?feature=shared

Posit, 5 months ago to python

Introducing Great Tables, a package for creating great-looking display tables in #Python!

Include them in a notebook, a #Quarto document, or exported as HTML.

We've been working hard on making this package as useful as possible, and we're excited to share it with you. We very recently put out our first major release of the Great Tables (v0.1.0) and it’s available in PyPI.

Learn more in the blog post: https://posit.co/blog/introducing-great-tables-for-python-v0-1-0/

Posit, 5 months ago to random

The #Shiny team is pleased to announce a huge round of updates for 13 different #RStats packages!

• A shiny new look: This release of bslib adds more polish to this new “preset” theme.
• Page-level styling: The new default look is designed to be light and minimal.
• Built-in dark mode support: This release of bslib brings built-in dark mode support to any Shiny app that uses bs_theme().

and more! Read about the notable additions on the Shiny blog: https://shiny.posit.co/blog/posts/shiny-r-1.8.0/

Posit, 5 months ago to python

Coming in Quarto v1.4: Dashboards! 🎉

Quarto Dashboards make it easy to create interactive dashboards using #Python, #RStats, Julia, and Observable.

Posit's Charles Teague demonstrated the new capabilities and we wanted to share the recording with you. https://www.youtube.com/watch?v=_VGJIPRGTy4

Posit, 5 months ago to python

Our friends at @holoviz_org migrated their blog to #Quarto. They wanted something easy to use that seamlessly renders #Python #Jupyter notebooks into blog posts, and #QuartoPub does just that! Read more about their thought process here:

https://blog.holoviz.org/posts/quarto_migration/

Posit, 5 months ago to python

Posit Cheatsheets: Now in HTML!

Our cheatsheets are concise, quick-reference guides that summarize key concepts, functions, and syntax for popular #RStats #Python Posit tools. Cheatsheets have long been an invaluable resource for anyone working with R and the #tidyverse, and we’re continuing to expand them to new languages and tools.

Learn more in today's blog post! https://posit.co/blog/posit-cheatsheets-now-in-html/

Posit, 5 months ago to random

Interested in a quick look into the package lifecycle?

In this video, Hadley Wickham shares insight into the important process of deprecation - whereby a function has a better alternative available and is scheduled for removal.

https://www.youtube.com/watch?v=4vrgRNFj5gc

#RStats #Tidyverse

Posit, 5 months ago to python

We recently released Shiny for Python 0.6.0. This is a big release, with lots of changes:

• Optional @output
• New page layouts
• New components
• and more!

Learn more in the blog post: https://shiny.posit.co/blog/posts/shiny-python-0.6.0/

#Shiny #Python

Posit, 5 months ago to random

A partnership made in heaven. Posit 🤝 Databricks.

We’re teaming up to help you leverage the data processing and governance capabilities of Databricks alongside your favorite development environments.

📆 And, on December 5th at 11 am ET, we will show you a live look at the process.

🔗 Learn more about the upcoming event and add it to your calendar → https://posit.co/blog/posit-databricks-improved-productivity-for-your-data-teams/

Posit, 5 months ago to javascript

See what’s new in the #webR 0.2 release with the developer API. If you’re a #JavaScript or #TypeScript developer, this video is for you!

WebR makes it possible to run #RStats code in the browser without the need for an R server to execute the code: the R interpreter runs directly on the user’s machine. George Stagg shares what’s new in the webR 0.2 release series.

Give webR a try and see what you might use it for!

https://youtu.be/6b2EYmgObXc

Posit, 6 months ago to random

How do you get started with installing and loading #RStats packages with #webR?

WebR makes it possible to run R code in the browser without the need for an R server to execute the code. But just running R isn't enough, you need the R packages you use every day too.

webR 0.2.0 makes many new packages available (10,324 packages - about 51% of CRAN!), and it's now possible to run #Shiny apps under webR, entirely client side.

Learn more from @gws on YouTube: https://www.youtube.com/watch?v=CRKuH3ISPgI

Posit, 6 months ago to random

We are thrilled to announce that the latest version of sparklyr is on CRAN. sparklyr is the popular and powerful #RStats interface for #Apache #Spark, including Spark clusters hosted in #Databricks.

Thanks to the new Spark Connect protocol, you can access Spark’s powerful distributed computing features from RStudio Desktop, a Posit Workbench instance, or any running R terminal or process.

Learn more in the blog post: https://posit.co/blog/databricks-clusters-in-rstudio-with-sparklyr/

Posit, 6 months ago to random

Supercharge open-source development with Posit and Databricks.

Leverage the power and governance of Databricks while giving developers the tools they truly ♥️ to use.

On December 5th at 11 am ET, we’re sharing a behind-the-scenes look at how it works.

Join James Blair from Posit and Rafi Kurlansik from Databricks to:

👀 See a live demo

👂 Hear about what’s coming next with the Databricks and Posit partnership

❓Get your questions answered during a live Q&A.

🔗 https://posit.co/blog/posit-databricks-improved-productivity-for-your-data-teams/

Posit, 6 months ago to random

📚 Teaching Data Courses and Workshops with Posit Cloud ☁️

🌟 In our next Posit Cloud Essentials event, we’ll highlight Posit Cloud features that support course management and curriculum development centered around RStudio and Jupyter Notebook projects.

📆 There's no need to register. Simply add the event to your calendar using the link below.

🔗 https://www.addevent.com/event/Nn18171246

Posit, 6 months ago to random

Have you wondered what it means when a #RStats function in #tidyverse is 'superseded'?

Hadley Wickham shares about the package lifecycle process and a quick guide on what ‘superseded’ means for functions, and why in package development, it's equally important to be able to remove functions, as well as add them.

https://www.youtube.com/watch?v=2ySYKkaTcOE

Posit, 6 months ago to random

Errors are about to get better in tidymodels!
Wording of error messages can really help set you on the right path & the tidymodels team has some improvements in upcoming releases.
Read about three of the upcoming improvements in this post from @simoncouch: https://www.tidyverse.org/blog/2023/11/tidymodels-errors-q4/