Screenshot of both sides of the printable version of the cheatsheet
Screenshot of the web version of the recipes cheatsheet
#tidymodels now has its very first cheatsheet! "Preprocessing data with {recipes}" is now available in Web and PDF versions here: rstudio.github.io/cheatsheets/... #rstats #posit #rstudio
Here I am! 😆
Have you checked out the {mall} package? mlverse.github.io/mall/ I think it may do what you are looking for!
@theotheredgar.bsky.social will be featuring {mall} at a Data Science Lab on Jan 27 if you'd like to see it in action! pos.it/dslab
New 📦 release alert! {mall} 0.2.0 is out now for #rstats and #pydata. Now you can use external #llm like OpenAI & Gemini, and a brand new cheatsheet! New blog post here: blogs.rstudio.com/ai/posts/202...
A graphic illustrating data science and big data technologies. On the left, stacked vertically, are the logos for R and Python. In the center, also stacked vertically, are the Orbital logo (featuring a satellite) and the Scala logo (a blue serpent). On the right, stacked vertically, are the Databricks logo and a generic database cylinder icon. The background is a light blue with a subtle, dark blue dot pattern at the bottom.
Announcing streamlined MLOps with Orbital on Databricks 🛰️🧱
Orbital translates #ScikitLearn #Python or #tidymodels #RStats to native #SQL for direct database model execution.
@theotheredgar.bsky.social's post uses Databricks as an integrated environment.
Learn more: posit.co/blog/databri...
Hi! That's is currently in the dev version of the package, we're going to use ellmer/chatlas as the way to get an external integration with LLMs: mlverse.github.io/mall/
the pins 📌 package gets a lot of love in the chat at community events - and we're excited to share a workflow today!
this one was asked about specifically at a Data Science Hangout!
....we're talking about pins + Databricks with @theotheredgar.bsky.social at 11am ET!
youtu.be/ab4CIlafsbo?...
Shoutout to @ivelasq3.bsky.social and @posit.co for the opportunity to write a blog post about how I'm using `library(mall)` and integrating large language models into our energy security research! #textdata #LLM #energy #energysecurity #socialscience #datascience #NLProc
Illustration demonstrating how an AI-powered system gathers data from various documents and compiles it into a single, organized format, using the mall hex to represent the AI processing.
Discover how the mall package simplifies LLM integration in R!
In @camlivio.bsky.social's guest post, she walks through how she uses mall to summarize dense PDF reports, extract key entities, and visualize the frequency of relevant terms, all with #RStats.
Read it here: posit.co/blog/mall-ai...
the odbc hex logo
We're excited to announce a new release of odbc!
This release includes a new hex logo (thanks, @theotheredgar.bsky.social!), viewer-based credentials on Posit Connect for `databricks()` and `snowflake()`, and more.
Read more in the release notes: odbc.r-dbi.org/news/index.h...
#RStats
A hexagonal sticker with an all black background and "odbc" written in layered shades of blue.
odbc 1.6.0 is now on #rstats CRAN! Includes a new helper for Redshift, a hex sticker (finally!), and many QOL improvements for Databricks, Snowflake, MSSQL, etc.
Read more: odbc.r-dbi.org/news/index.h...
The 2nd wave of uv is here — developers of other systems building on top of uv to make new and effortless workflows that use Python virtual environments behind the scenes 🤩
(1/3) Every week, I review an open-source project in my newsletter. This week, the focus is on the lang project.
The lang library enables the translation of any function's documentation to a different language by using LLM on the fly.
github.com/mlverse/lang
#RStats #LLM #AI
mlverse package with an RStudio help window in Spanish
Introducing the {lang} package by @theotheredgar.bsky.social for translating R help using your local LLM! Lea la ayuda en #RStats en su propio idioma!
lang helps you translate your documentation and include it as part of your package.
Check it out here! github.com/mlverse/lang
Pin your data and model objects to Databricks Volumes in #RStats!
With pins, you can store an object on a board, like Dropbox, Posit Connect, or Amazon S3.
We have merged support for pinning objects to Databricks Volumes with the `board_databricks()` function!
Read more: posit.co/blog/pins-in...
The recent work that @theotheredgar.bsky.social did in the pins #rstats package to support Databricks Volumes is QUITE NICE for folks who need more flexibility in how they store objects/files there! 📌
Read a bit about it here:
posit.co/blog/pins-in...
📦 Lea la ayuda en R en su propio idioma! Es un gusto de introducir a {lang}, traduce la ayuda 'en vivo' utilizando Ollama y lo muestra en la misma ventana de 'help' en su entorno de desarrollo github.com/mlverse/lang #rstats #ollama #llm
Dev 📦 alert! {lang} translates R help on-the-fly using your local LLM! It also overrides the `?` so you can easily access the translated docs and have them displayed on your IDE's help pane github.com/mlverse/lang #rstats #llm #ollama
Hi, as long as 'mall' is imported, the new Polars DF should automatically have `llm` namespace
import polars as pl
import mall
f = open("test.csv", "w")
f.write("text\n\"I am happy\"\n")
f.close()
df = pl.read_csv("test.csv")
df.llm.sentiment("text")
Introducing the mall package for running multiple LLM predictions against a data frame in #RStats or #Python!
mall is inspired by the SQL AI functions offered by vendors such as Databricks and Snowflake.
Learn more in this blog post by @theotheredgar.bsky.social: blogs.rstudio.com/ai/posts/202...
A screenshot of two examples, one from R and the other from Python. It shows how you can set the 1 and 0 to represent positive and negative.
📦 In today's, cool things {mall} can do: You can set the values returned per sentiment. Saving you the need for the extra step, and making the code more concise #rstats #pydata #polars #ollama
mall's homepage screenshot
Screenshot of the results from using mall with Polars
Results of using mall with R
New 📦 alert! {mall} is out now for both #rstats...and #python! The package uses #llm 's to run NLP operations recursively over a data frame (sentiment, summarization, translation, etc). For Python it's a #polars extension. Both use #ollama to interact with the LLM. mlverse.github.io/mall/
Are you a Spark user who prefers writing in R? User-defined functions with sparklyr might be what you need ✨
With `spark_apply()`, you can write functions in #RStats and use them in #Spark queries.
Learn more in the blog post: posit.co/blog/databri...
A new version of the #rstats probably package is on CRAN. A minor update with a bug fix and under-the-hood changes for the upcoming tune version.
But there’s finally a hex logo (thanks to Edgar Ruiz) so we have that going for us. Which is nice.
probably.tidymodels.org
