Finally getting back to the #constraintprogramming #ortools #scheduling/#routing #optimization problem
I have a minimal working implementation of both a server and a selection of agents at various levels of realism. Two other #software peeps are making two real agents to talk to my server
...and I'm realizing I need to bump up my game and get ahead of them...again
For most of the scheduling types/agents, routing is a non-issue. For a couple types/agents it is absolutely crucial. It's one of those that is being implemented by one of the #engineers. And if answers come back unrouted, a higher-level person is going to absolutely POUNCE and start advocating Bad Ideas
So I was looking into circuit constraints and there isn't a lot of info out there beyond the basics.
Until I found this wonderful tutorial
https://github.com/d-krupke/cpsat-primer?tab=readme-ov-file
It covers everything from the beginning to advanced and and even niche usage, including such important things as runtime parameters and timing. All in #python!
Are you interested in the spiking activity of your neuronal cultures, #brain slices, #organoids, etc.?
Check out our latest publication in STAR Protocols:
“Protocol for the enhanced analysis of electrophysiological data from high-density multi-electrode arrays with nicespike and spikeNburst”
https://doi.org/10.1016/j.xpro.2025.104195
It provides user-friendly graphical and #Python programming interfaces to spike sorting via template matching thanks to #Kilosort and #spikeinterface (@spikeinterface), and subsequent analysis of #spiking and #bursting activity, networks, and synchrony.
#neuroscience #brainscience #electrophysiology #brainOrganoids

Looking to provide financial support to a good cause this #GivingTuesday on Dec 2?
Consider supporting Friends of #PyTexas! This is your opportunity to make a direct impact on the future of the PyTexas Foundation and (by extension) the #Python Community in Texas.
Learn more here: https://www.pytexas.org/sponsorship/friends/

For those of you who may be traveling during the holidays, we hope you get to enjoy a much-deserved break with your loved ones. Please be safe during your journey and we look forward to seeing you again!
#Python #PyOhio #TechConference
🤖🛢️ SuperDuper — фреймворк на базі #Python для створення комплексних програм та агентів на основі ШІ на основі ваших власних даних, інтегруючись з основними базами даних. Він підтримує найновіші технології та методи генеративного та класичного ШІ та машинного навчання.
Superduper включає інтеграції з #MongoDB, #PostgreSQL, #SQLite, #Redis, #MySQL
https://github.com/superduper-io/superduper
Acoustic panels are technically not done yet (woodworker wants to add a trim to them), so I made a different quick tutorial: how to take advantage of Blender's command line options to make "tutorial-ready Blender" and "safe Blender" shortcuts. No terminal required!
https://www.youtube.com/watch?v=UKUEdFdyku0
This December I'll be publicly live-streaming myself solving #AdventOfCode (in #Python) on YouTube, but I never streamed on YouTube.
Does anyone have any tips? :D
Both general streaming tips and specific YT-related ones?
I'm having a #Python eBook and course sale all week long.
If you enjoy Python quizzes that will test your Python knowledge, check out my Python Quiz Book, which has over 100 quizzes and answers!

Just adding #Python code for the Introduction to Data Science course I'm teaching on Friday 🐍 I decided to not mess about with 'pandas' and to use the newer 'polars' package instead. Such a cool package! We now show people how to solve a problem originally designed to teach Excel from the command line, in #rstats and #python, take your pick!

can I do #multitouch input in #py5 #python ?
🐍 The `with` statement is an awesome feature in #Python. In this Pythonic code article, we look at `with` and context managers and how they help your code. https://www.mattlayman.com/blog/2017/pythonic-code-the-with-statement/
🐍 Python: El Lenguaje Versátil
Python es un lenguaje de programación fácil de leer y aprender, ideal para principiantes y expertos.
Destaca por su versatilidad: se usa en Desarrollo Web (Django, Flask), Ciencia de Datos, Automatización e Inteligencia Artificial. Su vasta biblioteca de módulos permite hacer casi cualquier cosa. ¡Una herramienta esencial en el mundo tech!
#Python #Programming #Coding #DataScience #WebDev