Daniel Falbel
@dfalbel.bsky.social
馃摛 855
馃摜 418
馃摑 24
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?...
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Keynote #2 R in the AI Era Leveraging Modern Technologies in Practice - Simon Urbanek
YouTube video by useR! Conference
https://youtu.be/0Zra1WYoiOM?si=SMwO1U6JzoUEMgQG
24 days ago
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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...
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Examples
https://mlverse.github.io/luz/articles/examples/index.html
25 days ago
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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
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Refer to kernel laucnhing thread instead of assuming the main thread by dfalbel 路 Pull Request #1455 路 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...
https://github.com/ipython/ipykernel/pull/1455
26 days ago
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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/
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Scalable, Interactive Data Visualization
Produce scalable, interactive data visualization using the Mosaic framework.
https://dfalbel.github.io/mosaicr/
2 months ago
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tiny ( <400loc) implementation of Gemma3 270M using torch for
#rstats
github.com/mlverse/minh...
Includes support for loading weights from hugging face hub.
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minhub/R/gemma3.R at main 路 mlverse/minhub
Minimal implementation of Deep Learning models. Contribute to mlverse/minhub development by creating an account on GitHub.
https://github.com/mlverse/minhub/blob/main/R/gemma3.R
3 months ago
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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/...
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Release v0.2.0 路 mlverse/tok
Updated upstream tokenizers to 0.20.3 Update extendr-api to 0.8.1
https://github.com/mlverse/tok/releases/tag/v0.2.0
3 months ago
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reposted by
Daniel Falbel
Edgar
12 months ago
Dev 馃摝 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
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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.
https://github.com/mlverse/lang
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reposted by
Daniel Falbel
Noam Ross
12 months ago
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...
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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.
https://ropensci.org/blog/2024/12/03/r-universe-r-consortium-tlp/
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torch for
#rstats
has reached 500 GitHub stars :)
12 months ago
4
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reposted by
Daniel Falbel
Jenny Bryan
12 months ago
馃摝 usethis 3.1.0 馃摝 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...
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Changelog
https://usethis.r-lib.org/news/index.html#usethis-310
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This includes a bug fix that makes
#rstats
torch at least 2x faster on Linux CPU's, and possibly even more for other workflows.
add a skeleton here at some point
about 1 year ago
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Finally merged support for LibTorch 2.5 into
#rstats
torch main!
github.com/mlverse/torc...
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Libtorch 2.5.1 by dfalbel 路 Pull Request #1204 路 mlverse/torch
Add support for LibTorch 2.5.1 TODO: Update Libtorch M1 builds - and patch the allocator Regenerate R level wrappers Figure out pre-built binaries for x86_64 macOS Drop unsupported CUDA from C...
https://github.com/mlverse/torch/pull/1204
about 1 year ago
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Just posted a Stack Overflow question! First one in a couple years. Do people still use it?
stackoverflow.com/q/79171784/3...
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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...
https://stackoverflow.com/q/79171784/3297472
about 1 year ago
1
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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...
add a skeleton here at some point
about 1 year ago
0
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reposted by
Daniel Falbel
Julia Silge
about 1 year ago
Our
#PositConf2024
talk(s) on Positron are now available on YouTube! It was really special to get to introduce this new project to folks 鉂わ笍 and I'm excited this is broadly available now. Take a look if you are curious about our new IDE:
youtu.be/8uRcB34Hhsw
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Introducing Positron, a new data science IDE - posit conf 2024
YouTube video by Posit PBC
https://youtu.be/8uRcB34Hhsw?si=8dVwx3vz6Hkq7i9a
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