SMT
@pp0196.bsky.social
Sequences and consequences.
Credit Pic : Cellular landscape cross-section through a eukaryotic cell, by Evan Ingersoll
Credit Pic : Cellular landscape cross-section through a eukaryotic cell, by Evan Ingersoll
Simple #RStats Foreign Function interface using libffi, inspired by the Rffi package by Duncan T Lang. A fair amount of "conscious" memory leaks and experimention with S7 on my side. Despite the overhead compared to .Call, calling arbitrary C functions at runtime is nice.
github.com/sounkou-bioi...
github.com/sounkou-bioi...
November 27, 2025 at 1:33 AM
Simple #RStats Foreign Function interface using libffi, inspired by the Rffi package by Duncan T Lang. A fair amount of "conscious" memory leaks and experimention with S7 on my side. Despite the overhead compared to .Call, calling arbitrary C functions at runtime is nice.
github.com/sounkou-bioi...
github.com/sounkou-bioi...
R(r)ustaceans out there, please give us a #wasm runtime within #Rstats, I said khalas after 5 hours of vibecoding this 😂 (my bad, I should have gone for a pure C wasm runtime library, at least there I can read the header files). All of this for faster fibonacci 😂
github.com/sounkou-bioi...
github.com/sounkou-bioi...
November 19, 2025 at 2:28 AM
R(r)ustaceans out there, please give us a #wasm runtime within #Rstats, I said khalas after 5 hours of vibecoding this 😂 (my bad, I should have gone for a pure C wasm runtime library, at least there I can read the header files). All of this for faster fibonacci 😂
github.com/sounkou-bioi...
github.com/sounkou-bioi...
#Rstats gurus
do we have tools to respond to this idea from john chambers ?
""" If not, can the non-functionality be
parametrized... ? R
does not have organized support for such validity
investigations, but developing tools for the purpose
would be a worthwhile project."""
arxiv.org/pdf/1409.3531
do we have tools to respond to this idea from john chambers ?
""" If not, can the non-functionality be
parametrized... ? R
does not have organized support for such validity
investigations, but developing tools for the purpose
would be a worthwhile project."""
arxiv.org/pdf/1409.3531
November 18, 2025 at 11:59 AM
#Rstats gurus
do we have tools to respond to this idea from john chambers ?
""" If not, can the non-functionality be
parametrized... ? R
does not have organized support for such validity
investigations, but developing tools for the purpose
would be a worthwhile project."""
arxiv.org/pdf/1409.3531
do we have tools to respond to this idea from john chambers ?
""" If not, can the non-functionality be
parametrized... ? R
does not have organized support for such validity
investigations, but developing tools for the purpose
would be a worthwhile project."""
arxiv.org/pdf/1409.3531
@josiahparry.com why not build it in this framework github.com/luminal-ai/l... and expose it to R and add an oxidized backend to the R transpiling options in r-xla github.com/r-xla/anvil/...
November 7, 2025 at 11:09 PM
@josiahparry.com why not build it in this framework github.com/luminal-ai/l... and expose it to R and add an oxidized backend to the R transpiling options in r-xla github.com/r-xla/anvil/...
@brodriguesco.bsky.social i guess rix/rixpress already have implicitly something like this, but let it make it more explicit: using rix for package external dependencies declaration along the lines of basilisk in Bioconductor github.com/bioconductor.... I would be very happy to get rid of pixi/pip
November 7, 2025 at 10:29 PM
@brodriguesco.bsky.social i guess rix/rixpress already have implicitly something like this, but let it make it more explicit: using rix for package external dependencies declaration along the lines of basilisk in Bioconductor github.com/bioconductor.... I would be very happy to get rid of pixi/pip
#mojo vs #C in the #RStats convolve classic benchamrk. Looks like mojo goes brrr
github.com/sounkou-bioi...
github.com/sounkou-bioi...
October 26, 2025 at 10:29 PM
#mojo vs #C in the #RStats convolve classic benchamrk. Looks like mojo goes brrr
github.com/sounkou-bioi...
github.com/sounkou-bioi...
My template for any #RStats package that used LLM tools and hopefully somebody should trigger some lawsuit to enforce this interpretation in any project out there that uses LLM tools
October 25, 2025 at 7:59 PM
My template for any #RStats package that used LLM tools and hopefully somebody should trigger some lawsuit to enforce this interpretation in any project out there that uses LLM tools
#RStats #Golang IPC setup using nanonext and nanoarrow on the R side and arrow-go and mangos/v3 on the go side. Golang vendoring facility is very nice and the compiler is quite fast. Going for this pattern after an archived submission and a very informative mailing thread
github.com/sounkou-bioi...
github.com/sounkou-bioi...
October 21, 2025 at 9:30 PM
#RStats #Golang IPC setup using nanonext and nanoarrow on the R side and arrow-go and mangos/v3 on the go side. Golang vendoring facility is very nice and the compiler is quite fast. Going for this pattern after an archived submission and a very informative mailing thread
github.com/sounkou-bioi...
github.com/sounkou-bioi...
#RStats Bugzilla reports are getting close. Tremendous work happening
blog.r-project.org/2025/10/13/r...
blog.r-project.org/2025/10/13/r...
October 21, 2025 at 9:13 PM
#RStats Bugzilla reports are getting close. Tremendous work happening
blog.r-project.org/2025/10/13/r...
blog.r-project.org/2025/10/13/r...
Note that the RLang manuals says that one should not rely on a much around the behavior of ... cran.r-project.org/doc/manuals/..., this might change though with the ongoing project of making the tidyverse compatible with the R C API by adding API entrypoints github.com/r-devel/r-de...
October 17, 2025 at 5:38 PM
Note that the RLang manuals says that one should not rely on a much around the behavior of ... cran.r-project.org/doc/manuals/..., this might change though with the ongoing project of making the tidyverse compatible with the R C API by adding API entrypoints github.com/r-devel/r-de...
Planning to incorporate this into some plumber2 or Amborix api
At least it works for mtcars :D
At least it works for mtcars :D
September 29, 2025 at 11:06 PM
Planning to incorporate this into some plumber2 or Amborix api
At least it works for mtcars :D
At least it works for mtcars :D
Fast and generic vectors in C by attractive chaos
#include "kvec.h"
Ref : attractivechaos.wordpress.com/2008/09/22/a...
#C #MacroMagic #Generics
#include "kvec.h"
Ref : attractivechaos.wordpress.com/2008/09/22/a...
#C #MacroMagic #Generics
August 25, 2025 at 7:32 PM
Fast and generic vectors in C by attractive chaos
#include "kvec.h"
Ref : attractivechaos.wordpress.com/2008/09/22/a...
#C #MacroMagic #Generics
#include "kvec.h"
Ref : attractivechaos.wordpress.com/2008/09/22/a...
#C #MacroMagic #Generics
This Macros magic strategy may be useful on top of usual #RStats C API Macros for user functions [ great to have exact matching between R and .Call arguments with even the default values]
#C #Programming #RStats
ref : x.com/vkrajacic/st...
#C #Programming #RStats
ref : x.com/vkrajacic/st...
August 17, 2025 at 8:26 PM
This Macros magic strategy may be useful on top of usual #RStats C API Macros for user functions [ great to have exact matching between R and .Call arguments with even the default values]
#C #Programming #RStats
ref : x.com/vkrajacic/st...
#C #Programming #RStats
ref : x.com/vkrajacic/st...
truth be told, he stans for conda for a specific reason that mostly does not apply for Rstats users (because of CRAN and vendoring ) : system/native code dependencies packaging
In fact uv people had to re-invent conda for this
astral.sh/blog/introdu...
In fact uv people had to re-invent conda for this
astral.sh/blog/introdu...
August 17, 2025 at 12:40 PM
truth be told, he stans for conda for a specific reason that mostly does not apply for Rstats users (because of CRAN and vendoring ) : system/native code dependencies packaging
In fact uv people had to re-invent conda for this
astral.sh/blog/introdu...
In fact uv people had to re-invent conda for this
astral.sh/blog/introdu...
Taking inspiration from the ridiculous microbenchmark, made a LLM generate functions for generating actual nested loops functions after feeding it the #RStats language definition,Luke Cherney's codetools and some gratuitous #tailcall for the connaisseurs
sounkou-bioinfo.github.io/ridiculousBu...
sounkou-bioinfo.github.io/ridiculousBu...
August 14, 2025 at 9:42 PM
Taking inspiration from the ridiculous microbenchmark, made a LLM generate functions for generating actual nested loops functions after feeding it the #RStats language definition,Luke Cherney's codetools and some gratuitous #tailcall for the connaisseurs
sounkou-bioinfo.github.io/ridiculousBu...
sounkou-bioinfo.github.io/ridiculousBu...
#Rstats thank you Luke Tierney/R Core 😂 Doing as good as the snake in interpreted loops despite massive corporate investment on that other side and the fundamental issues with R's homoiconic nature
Note: CPython 3.14 might be faster, they are getting a jit thanks to Microsoft
Note: CPython 3.14 might be faster, they are getting a jit thanks to Microsoft
August 14, 2025 at 7:03 PM
#Rstats thank you Luke Tierney/R Core 😂 Doing as good as the snake in interpreted loops despite massive corporate investment on that other side and the fundamental issues with R's homoiconic nature
Note: CPython 3.14 might be faster, they are getting a jit thanks to Microsoft
Note: CPython 3.14 might be faster, they are getting a jit thanks to Microsoft
I am very happy about this too :D
And it looks like the LLMs (at least GPT5) actually use Perl in the "agentic coding" steps !
ref : x.com/Sauers_/stat...
Long live Perl !
And it looks like the LLMs (at least GPT5) actually use Perl in the "agentic coding" steps !
ref : x.com/Sauers_/stat...
Long live Perl !
August 10, 2025 at 12:17 AM
I am very happy about this too :D
And it looks like the LLMs (at least GPT5) actually use Perl in the "agentic coding" steps !
ref : x.com/Sauers_/stat...
Long live Perl !
And it looks like the LLMs (at least GPT5) actually use Perl in the "agentic coding" steps !
ref : x.com/Sauers_/stat...
Long live Perl !
Vibe coded #RStats binding to the Rust pixpack cli's underlying implicit library using github.com/yutannihilat... . Encode files/text content into png and back
r package : github.com/sounkou-bioi...
rust cli : github.com/SauersML/pix...
webr session : webr.r-wasm.org/latest/#code...
r package : github.com/sounkou-bioi...
rust cli : github.com/SauersML/pix...
webr session : webr.r-wasm.org/latest/#code...
August 9, 2025 at 6:41 PM
Vibe coded #RStats binding to the Rust pixpack cli's underlying implicit library using github.com/yutannihilat... . Encode files/text content into png and back
r package : github.com/sounkou-bioi...
rust cli : github.com/SauersML/pix...
webr session : webr.r-wasm.org/latest/#code...
r package : github.com/sounkou-bioi...
rust cli : github.com/SauersML/pix...
webr session : webr.r-wasm.org/latest/#code...
Per some poster on Twitter, looks like their open weight "coding" models had huge Perl and rstats upsampling in their training set
x.com/jxmnop/statu...
x.com/jxmnop/statu...
August 9, 2025 at 12:55 AM
Per some poster on Twitter, looks like their open weight "coding" models had huge Perl and rstats upsampling in their training set
x.com/jxmnop/statu...
x.com/jxmnop/statu...
#RStats #StatiscalComputing #FunctionalProgramming #OldieButGoodie
Back to the Future: Lisp as a Base for a
Statistical Computing System by Ross Ihaka and Duncan Temple Lang
www.stat.auckland.ac.nz/%7Eihaka/dow...
Back to the Future: Lisp as a Base for a
Statistical Computing System by Ross Ihaka and Duncan Temple Lang
www.stat.auckland.ac.nz/%7Eihaka/dow...
August 3, 2025 at 3:01 PM
#RStats #StatiscalComputing #FunctionalProgramming #OldieButGoodie
Back to the Future: Lisp as a Base for a
Statistical Computing System by Ross Ihaka and Duncan Temple Lang
www.stat.auckland.ac.nz/%7Eihaka/dow...
Back to the Future: Lisp as a Base for a
Statistical Computing System by Ross Ihaka and Duncan Temple Lang
www.stat.auckland.ac.nz/%7Eihaka/dow...
@posit.co
Maybe this is an issue with my setup, but it looks like the setup interacts badly with well configured configure scripts like in the curl package that properly check dependencies. The package get installed but the anticonf script generates an error
Maybe this is an issue with my setup, but it looks like the setup interacts badly with well configured configure scripts like in the curl package that properly check dependencies. The package get installed but the anticonf script generates an error
July 29, 2025 at 6:06 AM
@posit.co
Maybe this is an issue with my setup, but it looks like the setup interacts badly with well configured configure scripts like in the curl package that properly check dependencies. The package get installed but the anticonf script generates an error
Maybe this is an issue with my setup, but it looks like the setup interacts badly with well configured configure scripts like in the curl package that properly check dependencies. The package get installed but the anticonf script generates an error
the version that hangs
is this about compatibility of the r-universe builds with the webr interface ?
is this about compatibility of the r-universe builds with the webr interface ?
July 25, 2025 at 5:37 PM
the version that hangs
is this about compatibility of the r-universe builds with the webr interface ?
is this about compatibility of the r-universe builds with the webr interface ?
note that for me i had to remove the cran repos for the r-universe binary to be installed for the extendr version
this did not happen with the savvy version
error below
Savvy version is installed from the "https://cloud.r-project.org/bin/emscripten/contrib/4.5"
this did not happen with the savvy version
error below
Savvy version is installed from the "https://cloud.r-project.org/bin/emscripten/contrib/4.5"
July 25, 2025 at 5:35 PM
note that for me i had to remove the cran repos for the r-universe binary to be installed for the extendr version
this did not happen with the savvy version
error below
Savvy version is installed from the "https://cloud.r-project.org/bin/emscripten/contrib/4.5"
this did not happen with the savvy version
error below
Savvy version is installed from the "https://cloud.r-project.org/bin/emscripten/contrib/4.5"
I encountered today the bogus(i think) #Rstats C stack overflown mentioned here tweag.github.io/HaskellR/doc... and the WRE manual's "R is not reentrant" passages. Reminder that calling R from different threads is not safe in the general case. Going to explore the Bioc {SharedObject} package route
July 23, 2025 at 7:01 PM
I encountered today the bogus(i think) #Rstats C stack overflown mentioned here tweag.github.io/HaskellR/doc... and the WRE manual's "R is not reentrant" passages. Reminder that calling R from different threads is not safe in the general case. Going to explore the Bioc {SharedObject} package route
wait to see his Rpub regression and "simulations" codes :D
The dude blocked me on twitter ages ago because i pointed out his true id and also use to criticize the bullshit arguments
The dude blocked me on twitter ages ago because i pointed out his true id and also use to criticize the bullshit arguments
July 6, 2025 at 1:02 AM
wait to see his Rpub regression and "simulations" codes :D
The dude blocked me on twitter ages ago because i pointed out his true id and also use to criticize the bullshit arguments
The dude blocked me on twitter ages ago because i pointed out his true id and also use to criticize the bullshit arguments