Daniel Falbel
@dfalbel.bsky.social
๐ค 837
๐ฅ 407
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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/
7 days 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 ยท 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
30 days 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 ยท 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
30 days ago
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reposted by
Daniel Falbel
Edgar
10 months ago
Dev ๐ฆ 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
10 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 :)
10 months ago
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reposted by
Daniel Falbel
Jenny Bryan
10 months ago
๐ฆ usethis 3.1.0 ๐ฆ 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
11 months 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 ยท Pull Request #1204 ยท 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
11 months 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
11 months ago
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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
11 months ago
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reposted by
Daniel Falbel
Julia Silge
11 months 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 โค๏ธ 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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