Posit

Posit, 1 month ago to python

Introducing Shiny for Python templates! 🐍

We're thrilled to offer opinionated boilerplate Shiny Templates code that allows you to hit the ground running, whether you need a quick, simple app or a quick, complicated one.

• Read more on the Shiny blog: https://shiny.posit.co/blog/posts/introducing-shiny-templates/
• Watch Carson Sievert quickly get an app running locally with Shiny Templates on YouTube: https://www.youtube.com/watch?v=zQJiMRStYE8

#Python #Shiny

Posit, 1 month ago to python

What we’ve all been waiting for - the full agenda for posit::conf(2024) is officially live!

You won’t want to miss out on this jam-packed lineup! Here’s what you can expect:

✨ Four keynote sessions
✨ 26 all-day workshops
✨ 24 breakout sessions
✨ Three evening networking events
✨ All-day lounge access with scheduled demos and time with the Posit team and partners
✨ Hours of opportunities to connect with your peers!

🔗 See the full agenda: https://reg.conf.posit.co/flow/posit/positconf24/publiccatalog/page/publiccatalog?search=&tab.day=20240811

#RStats #Python #Tidyverse

Posit, 1 month ago to random

The Shiny team is delighted to announce another round of updates for 9 different R packages! ✨

In their blog post, they introduce three notable things: non-blocking operations, a JavaScript error dialog and many bslib improvements.

Read more: https://shiny.posit.co/blog/posts/shiny-r-1.8.1/

#RStats #RShiny #Shiny

Posit, 1 month ago to ai

Chat with AI in RStudio 🤖

With the {chattr} package, you can interact with GitHub Copilot and OpenAI's GPT models directly in RStudio.

• Chat with your models with a Shiny app that runs inside the RStudio IDE. Call it by running chattr_app()
• You can also use the chattr() function to send prompts to the LLM

Learn more on the Posit AI Blog: https://blogs.rstudio.com/ai/posts/2024-04-04-chat-with-llms-using-chattr/

#RStats #AI #ChatGPT #Copilot #OpenAI

Loading the chattr package, running chattr::chattr_app(), which opens a Shiny app in RStudio's Viewer pane where we ask how to remove a legend from ggplot2, and the LLM replies in the Viewer pane.

Posit, 1 month ago to python

Are you in Boston and curious about Quarto, the next generation of R Markdown?

Come to the Greater Boston useR Group tomorrow evening, April 23 at 5:30 pm ET. @scheidegger and the Quarto team will be there to talk about "Quarto: Where we are, and where we're going!"

No experience required, just bring your interest in Quarto!

RSVP: https://www.meetup.com/boston-user/events/300298972/

#Quarto #QuartoPub #RStats #Python

Posit, 1 month ago to datascience

The Design Philosophy of Great Tables

great_tables & gt are python & R packages to build great looking, useful, data display tables. What guides their design philosophy? Richard Iannone & Michael Chow explore the millennia of history that went into these packages' design.

https://posit-dev.github.io/great-tables/blog/design-philosophy/

#gt #great_tables #posit #datascience #analytics

Posit, 1 month ago to datascience

While data scientists are often taught about training a machine learning model, building a reliable MLOps strategy to deploy and maintain that model can be daunting.

It doesn’t have to be this way!

Join us with Julia Silge at Posit on Wednesday, April 24th at 11 am ET to learn how Posit Team provides fluent tooling for the whole ML lifecycle.

No registration is required to attend - simply add it to your calendar using this link, https://pos.it/team-demo

#rstats #pydata #datascience #posit

Posit, 1 month ago to python

plotnine, the Python plotting package inspired by ggplot2, has gotten some significant improvements!

plotnine 0.12 introduces a custom layout manager, offering us the ability to effortlessly produce well-arranged graphics.

Learn more: https://posit.co/improving-the-layout-of-plotnine-graphics

#Python #ggplot2

Posit, 1 month ago to python

We are thrilled to announce the 2024 Table Contest! Data display tables are an indispensable element of analytics but often get too little love. We hope you consider this your call to action to create, share, and celebrate excellent #RStats or #Python data tables.

Learn more: https://posit.co/blog/announcing-the-2024-table-contest/

Posit, 2 months ago to random

We’re most pleased to announce the release of dbplyr 2.5.0!

dbplyr is a database backend for dplyr that allows you to use a remote database as if it were a collection of local data frames. dbplyr 2.5.0 introduces succinct new syntax for literal table identifiers.

Learn more on the tidyverse blog: https://www.tidyverse.org/blog/2024/04/dbplyr-2-5-0/

#RStats #Databases #SQL #tidyverse

Posit, 2 months ago to python

Great Tables v0.4.0 is out! Featuring nanoplots.

great_tables is a python package for making nice-looking data display tables.

New features:

• the fmt_nanoplot() method for adding nanoplots to your table

• improved HTML table representations in different code environments

• integration of Polars selectors in the columns= arg of all formatting (fmt_*()) methods

• the save() method for saving a GT table as an image file

https://posit-dev.github.io/great-tables/blog/introduction-0.4.0/

#python #datascience #greattables #pydata

Posit, 2 months ago to random

Mark your calendars for April 17-19 for the third edition of the virtual R Shiny Conference, organized and hosted by Appsilon.

Join Posit’s Winston Chang to learn a simpler way of writing Shiny apps; Joe Cheng for his session on Intra-session concurrency in Shiny; Garrick Aden-Buie to learn how to use bslib to create stunning dashboards with Shiny and George Stagg for his keynote on reproducible data science with webR and Shinylive.

‍Register today: https://events.ringcentral.com/events/shinyconf-2024

#rstats #shinyapps

Posit, 2 months ago to machinelearning

We’re so excited to announce the support of survival analysis for time-to-event data across tidymodels!

• The tidymodels framework is a collection of R packages for modeling and machine learning using tidyverse principles.
• Survival analysis is now a first-class citizen in tidymodels, giving censored regression modeling the same flexibility and ease as classification or regression.

Learn more on the tidyverse blog: https://www.tidyverse.org/blog/2024/04/tidymodels-survival-analysis/

#RStats #Model #machinelearning

Posit, 2 months ago to random

We’re thrilled to announce dplyr powered by DuckDB: duckplyr 🎉

A collaboration between the dplyr project team at Posit, cynkra, and DuckDB, duckplyr is a powerful new option that marries the user-friendly dplyr syntax with the execution capabilities of DuckDB.

Learn more: https://posit.co/blog/duckplyr-dplyr-powered-by-duckdb/

#tidyverse #RStats #duckdb #sql #dplyr

Posit, 2 months ago to random

Posit and Databricks = better together 😌

Posit is integrated with the Databricks Data Intelligence Platform.

This partnership combines the open and scalable tools you ❤️ from Posit with the performance and governance you need with Databricks.

Explore the partnership and what it means for you: https://posit.co/solutions/databricks/

video/mp4

Posit, 2 months ago to random

Reproducible Medical Manuscripts in Quarto 📚🩺

@minecr shared invaluable insights during her webinar for R/Medicine. Some key highlights from the session include:

• Step-by-step instructions for getting started with a new manuscript project
• Obtaining multiple formats from one source
• Embedding computations from supplementary notebooks
• And more!

Watch the video on YouTube: https://www.youtube.com/watch?feature=shared&v=NK1onTLcgY4

Learn more on the Quarto blog: https://quarto.org/docs/blog/posts/2024-04-01-manuscripts-rmedicine/

#RStats #QuartoPub #Quarto

Posit, 2 months ago to python

Is your analytics turned into reports shared with across your organization?

Learn how Quarto can help streamline, automate, & bedazzle your work.

Quarto is a open-source tool that helps you publish your data science work, beautifully, anywhere.

Sit back and listen to the dulcet tones of Christophe's soothing accent as he gives a 30-minute video deep-dive walking you through this end-to-end data science workflow.
Watch the video: https://youtu.be/Hl9TvhlzfV4?feature=shared

#quarto #rstats #python #pydata #posit

Posit, 2 months ago to random

Posit and Snowflake are integrating to provide an enhanced analytics experience.

Explore how joint users can leverage Snowflake and Posit products now and in the future by reading our latest post → https://posit.co/blog/integrating-snowflake-and-posit-for-enhanced-analytics/

Posit, 2 months ago to ArtificialIntelligence

Quarto is on Hugging Face! 🤗

You can now host #Quarto sites on Hugging Face using the new Quarto Space template.

#HuggingFace is the most used open platform for AI. We think that #QuartoPub is one of the best frameworks for scientific writing, making it a perfect tool for the Hugging Face community.

We’re very proud to support Hugging Face’s effort to build AI models under #OpenSource licenses and we can’t wait to see what people build! 🤝

Read more: https://quarto.org/docs/blog/posts/2024-03-26-hugging-face/

#RStats #Python

Posit, 2 months ago to opensource

What are some of the biggest threats to open-source data science today? Posit's Wes McKinney joins Ken Jee's Nearest Neighbors podcast, discussing that topic & more.

If you're curious about where open-source tooling for analytics is headed, and threats to keeping analytics best practice open, you should definitely have a listen.

https://www.youtube.com/watch?v=8O5pGst24wk

#OpenSource #DataScience

Posit, 2 months ago to apple

Posit Professional Drivers - ODBC data connectors for connecting to some of the most popular databases - now natively support Apple silicon!

Now, it’s even easier to connect and use your databases from RStudio.

Learn more: https://posit.co/blog/pro-drivers-2024-03-0/

#databases #odbc #rstudio #rstats #sql #apple

defuneste, 2 months ago to random

#Rstats noob question about positconf is the workshop all day, you just need to pick one? @Posit

Posit, 2 months ago to python

Opportunity Scholars at posit::conf(2024). The application deadline is approaching fast; March 22nd. If you're a strong candidate or know someone who is, please act quickly.

Opportunity Scholarships receive free tickets, a workshop, support for travel and accommodation, plus lots of swag.

Learn more and apply now,
https://posit.co/blog/posit-conf-2024-announcement/

#posit #python #pydata #rstats #tidyverse #TidyData #tidymodels #rshiny #pyshiny #quarto #QuartoPub #rstudio

Posit, 2 months ago (edited 2 months ago) to random

Wes McKinney — Principal Architect at Posit PBC — digs into building great open-source data science tools on the Real Python Podcast.

Wes has dedicated over a decade to easing bottlenecks of data processing systems. In this talk, he and Christopher Bailey at Real Python discuss composable data systems and community collaboration.

https://realpython.com/podcasts/rpp/193/

#Python #pydata #pandas #posit

Posit, 2 months ago to random

Celebrate pi day with ggplot2 3.5.0. Introducing coord_radial(), a facelift to coord_polar() for 🥧 and 🍩 plots.

Learn more about the update at Teun van den Brand's post on the tidyverse blog,
https://www.tidyverse.org/blog/2024/03/ggplot2-3-5-0-coord-radial/

A series of slides. ggplot2, a well rounded update. This is a pun, since this blog post is about a new function in ggplot2 to help draw pie charts, donuts and similarly shaped radial geoms. There's also a very fast slide in there that shows Hadley standing in front of a pie chart; that was a joke Jenny Bryan played on Hadley, who isn't a huge fan of pie charts. Jenny was scheduled to give a talk at posit conf but couldn't make it, hadley stepped in, and Jenny decorated her talk with all sorts of silly things Hadley might prefer not to have, including a pie chart. We all laughed. It was great. Anyway, ggplot2 3.5 is out now, and it has a new handy function for pie and donut plots, check out the tidyverse blog post to learn more. Thanks whoever reads this.