Daniel Falbel
dfalbel.bsky.social
Daniel Falbel
@dfalbel.bsky.social
This was really nice to watch #rstats :) Fun application of attention models. Also nice to see torch used for such important work! youtu.be/0Zra1WYoiOM?...
Keynote #2 R in the AI Era Leveraging Modern Technologies in Practice - Simon Urbanek
YouTube video by useR! Conference
youtu.be
October 31, 2025 at 10:23 PM
luz v0.5.1 is now on #rstats CRAN. Just a small bug fix related to forwarding `predict` parameters to the model. I also added a new Variational Autoencoder example to our examples gallery: mlverse.github.io/luz/articles...
Examples
mlverse.github.io
October 30, 2025 at 12:52 PM
As an #rstats dev, I never expected writing a PR to ipykernel :) github.com/ipython/ipyk... It's now running for everyone with ipykernel >= 7.1
Refer to kernel laucnhing thread instead of assuming the main thread by dfalbel · Pull Request #1455 · ipython/ipykernel
This PR proposes a patch to address the issue described in #1438 (comment) With this, we no longer asssume that the IPykernel app starts from the main thread. Instead, we keep a reference to the la...
github.com
October 29, 2025 at 5:39 PM
Just made a nice website for mosaicr. A small #rstats htmlwidget package that allows using
@idl.uw.edu Mosaic data visualization framework from R.

The real power comes when embedding Mosaic plots within Shiny apps. See examples and docs in

dfalbel.github.io/mosaicr/
Scalable, Interactive Data Visualization
Produce scalable, interactive data visualization using the Mosaic framework.
dfalbel.github.io
September 18, 2025 at 9:19 PM
tiny ( <400loc) implementation of Gemma3 270M using torch for #rstats

github.com/mlverse/minh...

Includes support for loading weights from hugging face hub.
minhub/R/gemma3.R at main · mlverse/minhub
Minimal implementation of Deep Learning models. Contribute to mlverse/minhub development by creating an account on GitHub.
github.com
August 27, 2025 at 12:27 PM
tok is back on CRAN! tok is @hf.co tokenizers for #rstats. It uses the same Rust libray as the python interface. It's pretty fast and fully compatible with tokenizers.json available on hub.

See the release notes:

github.com/mlverse/tok/...
Release v0.2.0 · mlverse/tok
Updated upstream tokenizers to 0.20.3 Update extendr-api to 0.8.1
github.com
August 27, 2025 at 10:54 AM
Reposted by Daniel Falbel
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
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
December 11, 2024 at 5:38 PM
Reposted by Daniel Falbel
Excited and grateful that R-Universe is R Consortium's newest top-level project! This means sustained support for @rOpenSci.hachyderm.io.ap.brid.gy's platform for discovery and publishing of #rstats packages. Hats off to @jeroenooms.bsky.social for his leadership!

ropensci.org/blog/2024/12...
R-Universe Named R Consortium Top-Level Project
We're excited to announce R-Universe has been named the R-Consortium's newest Top-Level Project.
ropensci.org
December 3, 2024 at 4:42 PM
torch for #rstats has reached 500 GitHub stars :)
November 27, 2024 at 8:03 PM
Reposted by Daniel Falbel
📦 usethis 3.1.0 📦 is released. `use_vignette()` and `use_article()` can now help you initiate a Quarto (.qmd) vignette or article. #rstats

usethis.r-lib.org/news/index.h...
Changelog
usethis.r-lib.org
November 26, 2024 at 3:55 PM
This includes a bug fix that makes #rstats torch at least 2x faster on Linux CPU's, and possibly even more for other workflows.
November 15, 2024 at 2:27 AM
Just posted a Stack Overflow question! First one in a couple years. Do people still use it? stackoverflow.com/q/79171784/3...
MKL and openBLAS interactions - a question about linking
I'm using a binary (R) that dynamically links to a generic version of BLAS, for instance (and in a lot of cases) this is openBLAS. Now, inside R, I'm dynamically loading another shared library (lib...
stackoverflow.com
November 8, 2024 at 11:01 PM
S7 is really nice! I've exploring it in the micrograd package, a minimal implementation of an automatic differentiation engine (think torch's autograd) built from scratch in R: github.com/dfalbel/micr...
November 7, 2024 at 2:58 PM
Reposted by Daniel Falbel
Our #PositConf2024 talk(s) on Positron are now available on YouTube! It was really special to get to introduce this new project to folks ❤️ and I'm excited this is broadly available now.

Take a look if you are curious about our new IDE:
youtu.be/8uRcB34Hhsw
Introducing Positron, a new data science IDE - posit conf 2024
YouTube video by Posit PBC
youtu.be
October 31, 2024 at 3:58 PM