Pierre-Henry™Today’s learning 🗒️
Instead of spending an hour building a SAS Viya Decision Tree manually, I:
→ Built it with Python scikit-learn
→ Answered workbook questions before opening SAS
→ Verified, screenshot, export PDF
→ A full SASPy automation pipeline
Alexandre B A VillaresA sci-kit image experiment #skimage #scikit Code at: https://github.com/villares/sketch-a-day/tree/main/2024/sketch_2024_12_06
More sketch-a-day: https://abav.lugaralgum.com/sketch-a-day
I really need your support to keep going, if you can, donate any amount at: https://www.paypal.com/donate/?hosted_button_id=5B4MZ78C9J724 #Processing #Python #py5 #CreativeCoding
More sketch-a-day: https://abav.lugaralgum.com/sketch-a-day
I really need your support to keep going, if you can, donate any amount at: https://www.paypal.com/donate/?hosted_button_id=5B4MZ78C9J724 #Processing #Python #py5 #CreativeCoding
SoftwareFreedomNumPy, SciPy, Scikit and Cython for Numeric Computing
Maghreb, Cairo
https://www.meetup.com/softwarehubcairo/events/302346506/
Turk, Ankara
https://www.meetup.com/softwarehub/events/302346460/
Mashreq, Riyadh
https://www.meetup.com/softwarehubriyadh/events/302346561/
RSVP is required.
All members of the Ummah are invited !
#Python
#Programming
#Algorithms
#Numeric
#numpy
#scipy
#scikit
#cython
#matplotlib
#Ummah
#Qatar
#Doha
#Linux
#Palestine
#Cairo
#Ankara
#Riyadh
#Mashreq
#Maghreb
#SoftwareFreedom
#GNU
felix qui nihil debetNotes on linear regression using scikit-learn and chapter 15 of Numerical Recipes https://felixquinihildebet.wordpress.com/2024/07/16/notes-on-linear-regression-using-scikit-learn-and-chapter-15-of-numerical-recipes/ #Fortran, #LinearRegression, #Scikit-learn
Kyle TaylorDidn't do it. The 3.11 runtime helped. But Python's latency with #scikit-learn is still at-least twice as high on #FreeBSD as it is on #Debian. The reasons for this are not immediately clear to me. This doesn't bode well for my argument that BSD is a good alternative to Linux for data science workflows. 😅. I guess because I've always used Bhyve + Docker + Debian for DS, I never noticed the speed issues before. I'll send a note to the FreeBSD Python mailing list. Maybe they'll know.
Andrii Kuznietsov📝🐍 Шпаргалка з #Python з акцентом на #DataScience
Зокрема, наводяться приклади використання #JupyterNotebook, #NumPy, #SciPy, #Pandas, #Scikit, #Matplotlib, #Seaborn, #Bokeh.
Alexandre B A Villares 🐍The Python community is huge and diverse, in some aspects. I always like to point how professional software development is just a fraction of the huge number of ways that software is created. I remember seeing threads here o Mastodon of #Python developers who didn't understand why people used #conda (from Anaconda inc.) package management... Well, it is 2024 and there are parts of #scikit, scikit-geometry, you can't install with #pip :(( ... I wish I could have it on pip, to be honest, but large parts of the scientific community will use conda, and that's it.
Jesus Michał "Le Sigh" 🏔 (he)It's a miracle! I've managed to make #SciKit Image tests work offline in #Gentoo!
That said:
1. Upstream includes most of the test data in sdist. Except they don't use it, and instead fetch it all from the GitHub repository. Sigh. (If you're upstream, please pretend you didn't see this and do not remove the data from sdist. Thanks.)
2. On top of that, they fetch more test data from an additional GitLab repository, and move and rename it around.
3. Yes, you've read right. They keep code on GitHub, but test data on GitLab.com (not self-hosted).
https://gitweb.gentoo.org/repo/gentoo.git/commit/?id=0110ec020dbdb46c859e584609ab056fcafa10c6
Jezus Michał "Le Wzdych" (on)Wydarzył się cud! Udało mi się doprowadzić testy #SciKit Image do działania bez Internetu w #Gentoo!
Na marginesie:
1. Autorzy włączają większość niezbędnych danych w archiwum sdist. Tyle że ich nie używają, i zamiast tego ściągają je drugi raz, prosto z repozytorium na GitHubie. Wzdych. (Jeżeli czyta to któryś z autorów, proszę o udawanie, żeście tego nie widzieili i nie usuwanie tych plików z archiwum sdist. Dzięki.)
2. Na dodatek, pobierają dodatkowe dane dla testów z dodatkowego repozytorium na GitLabie, i przenoszą i zmieniają nazwy plików.
3. Tak, dobrze widzicie. Kod jest na GitHubie, dane dla testów na GitLab.com (nie własnej instancji).
https://gitweb.gentoo.org/repo/gentoo.git/commit/?id=0110ec020dbdb46c859e584609ab056fcafa10c6
Javed A. Butt