'Integral Probability Metrics Meet Neural Networks: The Radon-Kolmogorov-Smirnov Test', by Seunghoon Paik, Michael Celentano, Alden Green, Ryan J. Tibshirani.
http://jmlr.org/papers/v26/24-0245.html
#nonparametric #distributions #kolmogorov
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Today's R post is on using the #uniform #distribution with #runif and #tidy_uniform
Post: https://www.spsanderson.com/steveondata/posts/2025-06-17/
The Center and Variability simulation allows students to explore mean, median, range, Interquartile Range, and measures of spread by interacting with different kickers’ unique data distributions from kicks.
https://phet.colorado.edu/en/simulations/center-and-variability/ #Boxplot #distributions
DGLFI épisode 60 : RefreshOS ou GloubiboulgaOS ?
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) TOP 5 des #distributions #Linux pour tous en 2025. Souvent on me demande quel est mon top 5 des distributions Linux que je conseillerais. La dernière fois que je me suis prêté à cet exercice, c'était en 2020...
https://www.linuxtricks.fr/news/10-logiciels-libres/565-top-5-des-distributions-linux-pour-tous-en-2025/
Linuxtricks.frTOP 5 des distributions Linux pour tous en 2025Bonjour à tous,
Souvent on me demande quel est mon top 5 des distributions Linux que je conseillerais.
La dernière fois que je me suis prêté à cet exercice, c'était en 2020 :...
We would highly appreciate a little help from Linux #distributions to provide the best desktop integration for #OpenCloud users. Please add a few low maintenance effort packages to the core repos. More on that here: https://opencloud.eu/en/news/linux-packaging-opencloud-desktop-app
opencloud.euLinux packaging for OpenCloud Desktop-AppWith the first release of the OpenCloud Desktop-App, it's time to think about how we deliver the desktop app - especially for Linux users - in the future.
Article from @lwn
"The first honest-to-goodness distribution with a proper installer was MCC Interim Linux, created by Owen Le Blanc, released publicly in early 1992. I recently reached out to Le Blanc to learn more about his work on the distribution, what he has been doing since, and his thoughts on Linux in 2025."
LWN.netOwen Le Blanc: creator of the first Linux distributionAsk a Linux enthusiast who created the Linux kernel, and odds are they will have no trouble nam [...]
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@Lu
Thank you for the pointer!
Looking at the evolution i feel that users act more and more on their dissatisfaction with #CinnamonDesktop.
I note that:
* the number of downloads of #MATEDesktop increased 50% in a year;
* the number of downloads of #EDGEDesktop decreased 50% in a year.
#30DayChartChallenge Día 12: Gov Data Day! 
Explorando la distribución del spread 10Y-2Y del Tesoro USA (datos de FRED desde 1976).
Este histograma/densidad va más allá del valor diario: muestra la *probabilidad* histórica de cada nivel del spread. ¡Clave para entender expectativas económicas!
Puntos clave:
* Modo principal > 0 (curva normal es lo más común).
* ¡La inversión (<0, línea discontinua) tiene una probabilidad no trivial! 
Es la famosa señal pre-recesión. La distribución nos dice cuán "normal" es esa señal en perspectiva histórica.
* La forma general revela info sobre la dinámica de tipos.
Una visualización sobre la estructura probabilística de un indicador líder fundamental.
#rstats #ggplot2 #quantmod #grid
Código/Repo: https://t.ly/0RDmK
ParticleOS – ein systemd-Betriebssystem
https://linuxnews.de/particleos-ein-systemd-betriebssystem/ #systemd #poettering #distributions #linux
LinuxNews.de · ParticleOS - ein systemd-Betriebssystem
More from 
LinuxNews.de
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@themaxpearce@mastodon.social I use both, to be honest.
I always use Debian at work or for personal projects that support it.
However, I also have Arch on my personal PC.
The reason for that is I feel Arch is the perfect home desktop OS. It’s easy to control, simple, has the AUR, and always provides the latest package versions. Many people assume Arch would be unstable because it uses the latest software, but in reality, it works well 99% of the time. That remaining 1% usually involves minor issues that are easy to fix. And even if something is difficult to troubleshoot, it’s a great learning experience—so next time, it won’t be as hard.
Meanwhile, Debian is extremely stable and will remain so as long as nothing is severely broken or misconfigured. #debian #arch #linux #distributions
It there's one thing I know, it's that #linux #distributions that are community driven turn out to be the most reliable. My current go to for regular users is #Fedora, because it is a solid distribution that's cutting edge and it's designed by the community.
I can't say the same for #NixOS. The amount of internal fragmentation and in fighting is too damned high, and there is possible conflict of interest that sits like an elephant in the room.
So I'm thinking... I might make a switch soon.
hi,
I have a little question: I have a #MiniPC #B_MAX #B1Pro and not all #Linux #Distributions can even display the #GUI, thus far, I successfully tested #SnowflakeOS , #EndeavourOS and #LinuxMint , however, the regular #NixOS and #SyphaxOS did not work
it goes without saying that winlol works, 10 and 11
what could be the cause?
Continued thread
"You should just use #Ubuntu because it's the easiest one" - this is propaganda for #Shuttleworth and tells me you haven't tried any other distro - or that you use #Arch.
#LinuxMint is fantastic still, #Fedora is my go to recommendation, but with #uBlue and #Bazzite we see a new era of usability focused #distributions.
Add to that the fact that #snaps are a centralizes repository with no third party vendors, and you've got a #vendorlockin.
Ubuntu is the #anticonsumer distribution as a result.
@thelinuxexperiment_channel Linux Experiment had asked you, what's your favorite Distros?
You've also voted for TUXEDO OS. 
DGLFI épisode 55 : le bilan de la "quatrième saison".
https://peertube.pcservice46.fr/videos/watch/99c657b8-f3a2-4cd8-9f9e-d32eccee8bdc
Afin de constituer notre stock, nous comptons sur vous pour partager cet appel. Merci
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Accuracy! To counter regression dilution, a method is to add a constraint on the statistical modeling.
Regression Redress restrains bias by segregating the residual values.
My article: http://data.yt/kit/regression-redress.html
The best @linux #distros for beginners are as easy to use as #MacOS or #Windows -- really.
The best #Linux #distributions for beginners in 2025: Expert tested and reviewed
https://www.zdnet.com/article/best-linux-desktops-for-beginners/
ZDNETThe best Linux distributions for beginners in 2025: Expert tested and reviewedThe best Linux distros for beginners are as easy to use as MacOS or Windows -- really.