Posit

Posit, 3 days ago to python

We are excited to announce that the 2024 Plotnine Contest! Plotnine is a visualization library that brings the Layered Grammar of Graphics to #Python. This is the first plotnine event of its kind' we're excited to see what the community shares!

Quick Summary
📈 Deadline for submissions is Friday, July 12, 2024 at midnight (anywhere on earth).
📊 To enter, share your plot with a documented reprex.
📍 Submit at forum.posit.co/w/plotnine-viz-contest-2024

https://posit.co/blog/announcing-the-2024-plotnine-contest/

#plotninecontest

Posit, 3 days ago to opensource

Interested in using GenAI to enhance your clinical reporting?

Phil Bowsher is hosting a session on 'GenAI to Enhance Your Statistical Programming' at PharmaSUG, happening May 19-22 in Baltimore!

He will then join Shawn Campbell at the Posit Booth if you want to discuss further.

Want to chat now? Book a call here: https://posit.co/schedule-a-call/?booking_calendar__c=Industry_Pharma

#RStats #Pharma #PharmaSUG #OpenSource #genAI #AI

Posit, 3 days ago to random

Join Posit at The New York R Conference!

@hadleywickham will present on R in Production, providing advice and principles for creating robust, portable, and collaborative workflows.

Wes McKinney will present on The Future Roadmap for the Composable Data Stack, discussing interoperable open standards for the data processing stack.

Posit experts Sally Yang and @Rika_Gorn would love to see you at the booth!

Learn more about the New York R Conference: https://rstats.ai/nyr

#RStats

Posit, 4 days ago to random

Raise your hand if you’ll be at Snowflake Summit 🙋

Join us on June 6th for Dev Day at Snowflake Summit!

Stop by Posit’s booth from 9 to 2 p.m. PT to chat with our experts, see the Snowflake x Posit integration in action, and pick up some swag!

Explore all we have planned at Summit and schedule a time to meet with a Posit expert: https://posit.co/events/snowflake-summit/

Posit, 4 days ago to python

Join Posit at PyCon US 2024! The Posit team will be in Pittsburg for PyCon May 17-24.

• Rich Iannone & Mike Chow will be presenting on “Making Beautiful, Publication Quality Tables in Python is Possible in 2024“ https://us.pycon.org/2024/schedule/presentation/65/
• Stop by our booth! We’ll have folks from our open source and enterprise teams excited to hear about you & your work.

#pycon #python #pydata

Posit, 5 days ago (edited 4 days ago) to Flooring

The world of big data, databases, and R is rapidly evolving with an explosion of tools and packages. We're delighted to announce two workshops at posit::conf(2024) tailored for working with large datasets:

• Big Data in R with Arrow, led by Nic Crane and Steph Hazlitt
• Databases with R led by @kirill

More info on the workshops here: https://reg.conf.posit.co/flow/posit/positconf24/publiccatalog/page/publiccatalog?search=&tab.day=20240812&search.sessiontype=1675316728702001wr6r

#DuckDB #RStats #Arrow #Parquet #Database

Posit, 6 days ago to python

Check out Dr. Albert Rapp's latest YouTube video on mastering the great_tables Python package! From raw data to polished displays, learn about custom fonts, nanoplots, conditional formatting, and the steps to great a lovely looking data display table with great_tables.
https://www.youtube.com/watch?v=ESyWcOFuMQc&ab_channel=AlbertRapp

Don't miss his companion video on gt with R and the insightful blog post comparing both.
https://albert-rapp.de/posts/22_gt_py_and_r/22_gt_py_and_r

Thanks, Albert! #Python #DataVisualization #pydata #posit

Posit, 7 days ago to python

Use your dataset in Shiny Templates 🌟

We recently announced templates for #Shiny for Python. The opinionated boilerplate code can help you quickly get started with a #Python app.

Watch the Shiny team’s Carson Sievert change #data in a Shiny Template in this YouTube video: https://www.youtube.com/watch?v=ou-09NHcH5w

Posit, 10 days ago to random

It's a good weekend to learn survival analysis with tidymodels! ⏳

The tidymodels team wrote up a few case studies for you:

• Using survival analysis to see how long it takes the Department of Buildings in NYC to disposition complaints: https://www.tidymodels.org/learn/statistics/survival-case-study/
• Computing time-dependent measures of performance: https://www.tidymodels.org/learn/statistics/survival-metrics/

Read the announcement on survival analysis in tidymodels: https://www.tidyverse.org/blog/2024/04/tidymodels-survival-analysis/

Happy learning! #RStats #tidymodels

Posit, 11 days ago to python

RStudio IDE and Posit Workbench version 2024.04.0, code-named “Chocolate Cosmos, is now out! 🎉

The latest release comes with several updates, such as bundling Quarto version 1.4, VS Code updates, and support for R 4.4.

Learn more: https://posit.co/blog/rstudio-2024-04-0-whats-new/

#RStats #Python #Quarto #QuartoPub

Posit, 12 days ago to random

The sparklyr package and friends have been getting some important updates in the past few months!

sparklyr is a package that allows you to interact with Spark using familiar R interfaces, such as dplyr, broom, and DBI. You can also gain access to Spark's distributed Machine Learning libraries, Structure Streaming, and ML Pipelines from R.

Read more in the blog post: https://blogs.rstudio.com/ai/posts/2024-04-22-sparklyr-updates/

#RStats #Databricks #Spark

Posit, 13 days ago to random

Build vignettes with Quarto!

Quarto R package version 1.4 is here 📦✨ The main feature is a new vignette engine that allows you to use quarto as a vignette builder and use .qmd files as vignettes!

The package also includes more enhancements for compatibility with the Quarto CLI 1.4 🔥💻

Learn more in the Release Notes: https://github.com/quarto-dev/quarto-r/releases/tag/v1.4

#RStats #Quarto #QuartoPub

Posit, 14 days ago (edited 14 days ago) to opensource

We’re excited to partner with @rinpharma for their in-person events at posit::conf(2024) at the Hyatt Regency in Seattle! Join us starting on August 11 to discuss the future of open-source drug development.

Learn more in our blog post: https://posit.co/blog/register-for-r-pharma-at-posit-conf-2024/

#Pharma #OpenSource #RStats

Posit, 20 days ago to datascience

While data scientists are often taught about training an ML model, building a reliable MLOps strategy to deploy & maintain that model can be daunting.

It doesn’t have to be this way!

1. Develop an ML model using Posit Workbench and Tidy Tuesday dataset!
2. Version, deploy, & monitor that model w/ Posit Connect
3. Maintain reproducible software dependencies throughout the ML lifecycle with Posit Package Manager

https://www.youtube.com/watch?v=FZW_0HB-Eas&list=PL9HYL-VRX0oRsUB5AgNMQuKuHPpNDLBVt&index=1&ab_channel=PositPBC

#DataScience #rstats #python #pydata

Posit, 20 days ago to datascience

The Posit Table Contest is in full swing! Please consider taking part.

If you are an R or Python table maker and looking for inspiration, check out these winners from previous years.

https://forum.posit.co/t/tabulating-dubois-historical-data-viz-with-gt-table-contest/149570
https://forum.posit.co/t/imperial-march-static-gt-table/86345
https://forum.posit.co/t/one-farm-creating-our-cultivated-planet-the-big-barnyard-tables/117744
https://forum.posit.co/t/all-aboard-exploring-the-amtrak-passenger-rail-system-table-contest/154203

• Learn more in the blog post: https://posit.co/blog/announcing-the-2024-table-contest/
• Deadline May 31.
• Submit at http://pos.it/table-contest

#DataScience #rstats #pydata #python

Posit, 25 days 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, 25 days 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, 26 days 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, 27 days 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, 27 days 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, 28 days 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/