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Edgar

@theotheredgar.bsky.social

#rstats #visualizations #datascience

12 Posts1772 Follower90 Folgt
Camila Livio@camlivio.bsky.social · 2y ago

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

Posit@posit.co · 2y ago

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...

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.
Christian Minich@christianminich.com · 2y ago

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 🤩

Posit@posit.co · 2y ago

We are delighted to announce Reticulate 1.41! You can now simply declare your dependencies using `py_require()`, and Reticulate will handle the rest. This seamless experience is powered by uv, an extremely fast #Python package manager written in Rust. Learn more: posit.co/blog/reticul... #RStats

The reticulate hex plus the uv logo
Rami Krispin@ramikrispin.bsky.social · 2y ago

(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

GitHub - mlverse/lang: Uses LLMs to translate R help docs on the fly

Uses LLMs to translate R help docs on the fly. Contribute to mlverse/lang development by creating an account on GitHub.

github.com

Posit@posit.co · 2y ago

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...

Pins in Databricks - Posit

The pins R package now has support for the `board_databricks()` function, which allows you to access and store pins in Databrick’s Volumes from your R script.

posit.co

Posit@posit.co · 2y ago

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...

Posit AI Blog: Introducing mall for R...and Python

We are proud to introduce the {mall}. With {mall}, you can use a local LLM to run NLP operations across a data frame. (sentiment, summarization, translation, etc). {mall} has been simultaneusly rele...

blogs.rstudio.com

Isabella Velásquez@ivelasq3.bsky.social · 2y ago

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...

Parallelize R code using user-defined functions (UDFs) in sparklyr - Posit

The sparklyr package enables writing user-defined functions (UDFs) in R, which allow you to leverage Spark for efficient big data processing.

posit.co