The Python package probabilit uses a lazily evaluated graph to propagate samples from various distributions through mathematical expressions. The package also contains low-level functions for correlating random variables and finding the nearest correlation matrix.| tommyodland.com
Breaking down container technology by building a simple container runtime from scratch using Python and Linux primitives like namespaces and cgroups| Muhammad Raza
Lambda Layers are one of AWS Lambda’s most powerful yet underutilized features. While many developers use them for basic dependency sharing, there’s a wealth of optimization opportuniti…| Technology Geek
In January 2025, the PSF submitted a proposal to the US government National Science Foundation under the Safety, Security, and Privacy of Open Source Ecosystems program to address structural vulnerabilities in Python and PyPI. It was the PSF’s first time applying for government funding, and navigating the intensive process was a steep learning curve for our small team to climb. Seth Larson, PSF Security Developer in Residence, serving as Principal Investigator (PI) with Loren Crary, PSF Dep...| Python Software Foundation Blog
In a recent write-up, [David Delony] explains how he built a Wolfram Mathematica-like engine with Python. Core to the system is SymPy for symbolic math support. [David] said being able …read more| Hackaday
I have released a new version of mbdata. It’s a small Python package for working with the MusicBrainz database using SQLAlchemy.| Lukáš Lalinský
Data file formats for modern systems| Field Notes
Managing Python dependencies has always been a pain point - from slow installs to version mismatches across projects. uv aims to fix that. The post Tame Python Chaos With uv – The Superpower Every AI Engineer Needs appeared first on ShiftMag.| ShiftMag
Here are the most interesting articles, blog posts, videos, podcasts, and GitHub repositories I've run into over the last week (October 13, 2025 - October 19, 2025). Enjoy!| same stuff, different day
Here are the most interesting articles, blog posts, videos, podcasts, and GitHub repositories I’ve run into over the last week (October 6, 2025 - October 12, 2025). Enjoy!| same stuff, different day
This is a big writeup of a project I’ve been ideating for a couple of years, and working heavily on in the last couple of months.| BackSlasher
How CodeCommons uses SWH-fuse and the Kraken compressed graph to map open source: 8K files/sec and solving 10K process scaling.| Software Heritage
This is a guest post from Dido Grigorov, a deep learning engineer and Python programmer with 17 years of experience in the field. Python’s flexibility and ease of use make it a go-to language for developers, but its interpreted nature and global interpreter lock (GIL) can lead to performance bottlenecks, especially in large-scale or resource-intensive […]| The JetBrains Blog
This article was written by an external contributor. When it comes to writing short scripts or CRUDs, Python is a great choice. With its rich ecosystem and broad adoption, it can be easily used to scrape some data or to perform data analysis. However, maintaining a large codebase in Python can be very problematic. Python’s […]| The JetBrains Blog
While a technical marvel, async Django has been quietly rejected by the community it was built for, with the vast majority of developers sticking to simpler, proven solutions.| www.loopwerk.io
I’ve been teaching Python and Pandas for decades — in companies, at conferences, and on YouTube — and I keep hearing the same frustrations everywhere I go: That’s why I’ve spent the last few months completely rebuilding LernerPython.com. It’s a complete, structured learning experience, not just a set of courses. Instead of leaving you on […]| Reuven Lerner
View this email in your browser. Warning: Flashing Imagery Welcome to the latest Python on Microcontrollers newsletter! The week after the Arduino acquisition by Qualcomm and folks are looking at the results: the Arduino Uno Q, the new software, and where things may go. Also this week, an article on “which microcontroller should I use” […]| Adafruit Daily
View this email in your browser. Warning: Flashing Imagery Welcome to the latest Python on Microcontrollers newsletter! Wow, the announcement that Qualcomm was buying Arduino wasn’t unexpected, but the new Arduino Uno Q was a surprise. Will this be an AI push for them both? Python 3.14 brings some interesting new changes and CircuitPython gets […]| Adafruit Daily
View this email in your browser. Warning: Flashing Imagery Welcome to the latest Python on Microcontrollers newsletter! After months of work, the CircuitPython developers have released CircuitPython 10, filled with enhancements requested by the community. In addition, Raspberry Pi has refreshed the Raspberry Pi Operating System with a new Debian version and an all new […]| Adafruit Daily
Learning Python Boolean values and operators is part of the series — Zero to Network Automation. In this post, we’ll explore Python Boolean values and operators — the building blocks of decision-making in scripts and network automation. In network automation, we constantly make decisions — “Is the interface up?”, “Did the script succeed?”, “Is the … Continue reading What are Python Boolean Values and Operators→| Rowell Dionicio
Everything comes down to evaluating expressions. That means our code isn't going to be ran from the start to the end of the code sequentially. Our code will use flow control to decide what to do next. And with networking, we're likely to decide what to do next after looping through a set of data to meet a condition. I feel it is important to know about flow control to make decisions and to repeat tasks. Things we will do when dealing with networks. Flow control will start with some sort of co...| Rowell Dionicio
This is the first real step in my Zero to Network Automation journey — learning Python from the ground up. In this post, I cover the absolute basics: the data types, variables, and functions that f…| Rowell Dionicio
Python 3.14 came out this week and has many new features and improvements. For the full details behind the release, the documentation is the best source.| Mouse Vs Python
Python 3.14 was officially released on October 7th. There are a lot of new features and I've covered some of them before in: Python 3.14: 3...| blog.changs.co.uk
PEP 810 proposes “explicit lazy imports” for Python| Hugo van Kemenade
Web frameworks benchmarks on CPython 3.14t looks promising| Fluxus by gi0baro
Let's take a look at how easy detecting vulnerabilities in code can be using the latest and greatest technologies, including scale challenges and costs.| Matt Layman
Starting late today, might end early. Let's see if there are right-sized things to do. Good thinking, but the work does not go as I anticipated.| ronjeffries.com
Today we do a very nice step by step refactoring to a Method Object. Quite pleasing, really. Yummy.| ronjeffries.com
Long ago, Kent Beck described 'simple code' with four rules. One of them was about expressing ideas in code.| ronjeffries.com
I'm making a small improvement to the ArcRod. I have a good reason for doing it, if I'm not mistaken. Then some renames, possibly improving things.| ronjeffries.com
The upcoming component needs DESIGN. I hate when that happens. Let's talk about this. Something special happens!| ronjeffries.com
This is RonJeffries.com, the combination of new articles, XProgramming, SameElephant, and perhaps even some new items never before contemplated. Copyright © 1998-forever Ronald E Jeffries| ronjeffries.com
Backend-driven interactive apps| hyperflask.dev
Creating a singleton class is a great exercise to understand object creation in Python, but you’re unlikely to need it in your code.| www.thepythoncodingstack.com
In 2025’s busy digital world with AI apps and new server systems, we see that Python is still the only language that developers across the globe are using. Basically, Flask is a simple and flexible web framework that lets developers build strong applications without heavy, complex structures. Further, we are seeing that Flask Python is […] The post What is Flask Python? Overview of Flask Python Framework in 2025 appeared first on Carmatec Inc - Mobile App Development Company.| Carmatec Inc – Mobile App Development Company
Follow us on Twitter (X) @Hackread - Facebook @ /Hackread| Hackread - Latest Cybersecurity, Hacking News, Tech, AI & Crypto
The Python Meets HPC Hackathon will focus on utilising Python in High-Performance Computing (HPC) and will take place at KTH Royal Institute of Technology, Stockholm, from December 10 to 12, 2025.| EPICURE
Did you know that there is a better PyTrends alternative to work with Google Trends using Python? Let's try SerpApi Google Trends API!| SerpApi
This blog post is about different ways to reduce the chance of being blocked while web scraping search engines or other websites with Python, Ruby code examples.| SerpApi
Document summarization is a powerful and pretty darn useful feature of generative AI, but a proper "question and answer" system can really enable users to interact with a document. This is why you see various document viewing apps, like Acrobat, adding these features to their programs. I thought I'd take a look at building such a system via a simple web app to see how difficult it would be, and honestly, it wasn't that bad. Having this in your own web app, versus an external vendor, gives you...| Raymond Camden
I’ve been doing the Weekly Challenges. The latest involved string and set manipulation. (Note that this ends today.)| RogerBW's Blog
This is a question the predident of the DSF was asked at FOSDEM after his talk. Let's try (very hard) to NOT answer it because... Do we really need a 3rd party app to write an API with Django?| Emma has a blog
HTTP supports response compression, which can significantly reduce the size of responses, thereby decreasing bandwidth usage and load times for users. It’s a cheap and valuable technique for improving website performance.| adamj.eu
Free Software, Music, Chinese Chess| blog.hartwork.org
October has arrived, and Japan has become quite cool. It’s a great season for running now. By the way, package management is important task for lots of data scientists. Becase they use lots of packages and each packages depend on other packages. Especially CUDA, I often struggle the issues. Anaconda is one of the usefulContinue reading "Try to use new package manager for python #pixi #memo"| Is life worth living?
A summary of my experience at Django On The Med 2025 told through the posts I published on Mastodon during the conference.| Paolo Melchiorre
The rapid growth and increasing complexity of Python based web applications and systems have made robust security testing more important than ever. Cybercriminals are constantly evolving their tactics, looking for vulnerabilities they can exploit to steal data or disrupt operations. Static Application Security Testing (SAST) is a security methodology that analyzes an application’s source code […]| NO Complexity
Python’s popularity and accessibility make it an attractive target for malicious actors. Its widespread presence on developer and server machines means attackers often find it readily available for misuse. A key security risk is Python’s ability to easily execute arbitrary code provided as data, which is a common mechanism in various injection and remote code […]| NO Complexity
The rapid growth and increasing complexity of Python based web applications and systems have made robust security testing more important than ever.| NO Complexity
In today’s rapidly evolving cloud landscape, traditional cost management approaches are no longer sufficient. With cloud spending projected to reach $723.4 billion in 2025 and approximately 3…| Technology Geek
” I am definitely not looking forward to an AI-driven future. I’m not worried about AI wanting to kill us all, but I see too many _people_ without ethics or morals getting enabled to do much more damage to society with less effort.”| ODBMS Industry Watch
(This is the blog post version of my keynote from EuroPython 2025 in Prague, Czechia.) We now have a lock file format specification. That might not sound like a big deal, but for me it took 4 years of active work to get us that specification. Part education, part therapy,| Tall, Snarky Canadian
In this article, we compare MicroPython vs Python and advise on the best scenarios to use each of them in.| KO2 Recruitment
(With thanks to Seth Larson for taking me down this rabbit hole.)| yossarian.net
Here are the most interesting articles, blog posts, videos, podcasts, and GitHub repositories I've run into over the last week (September 29, 2025 - October 5, 2025). Enjoy!| same stuff, different day
Here are the most interesting articles, blog posts, videos, podcasts, and GitHub repositories I've run into over the last week (September 22, 2025 - September 28, 2025). Enjoy!| same stuff, different day
Here are the most interesting articles, blog posts, videos, podcasts, and GitHub repositories I’ve run into over the last week (September 15, 2025 - September 21, 2025). Enjoy!| same stuff, different day
In November of 2024 I wrote a blog post titled "Is Python Really That Slow?", in which I tested several versions of Python and noted the steady progress the language has been making in terms of…| blog.miguelgrinberg.com
Offline, I improved the Linkage collection rather nicely. Now we need a bit more improvement. Seems to be a pattern.| ronjeffries.com
Am I losing my edge, if I ever had an edge? I realized something interesting about the evolving design. I decide my edge is no more dull than usual.| ronjeffries.com
During my morning prep for being found alive again, I recognized an issue with my lovely new scheme. How troubling is it?| ronjeffries.com
This is RonJeffries.com, the combination of new articles, XProgramming, SameElephant, and perhaps even some new items never before contemplated. Copyright © 1998-forever Ronald E Jeffries| ronjeffries.com
Python 3.14.0 is now| pythoninsider.blogspot.com
We tell the story of how we brought NumPy's type-completeness score from ~33% to nearly 90%| pyrefly.org
Learn how to scrape YouTube data with a simple API using Python. Bonus: we will also scrape the video detail.| SerpApi
Large Language Models (LLMs) like LLaMA 2 and Mistral are often described as “black boxes”. This means that you can see the text you give them and the responses they produce, but their inner workings remain hidden. Inside the model, billions of weigh...| freeCodeCamp.org
pathlib is a wonderful addition to the Python 3 standard library. The library is an “Object-oriented filesystem paths” module which combines the best of Python’s file system modules like os, os.path, and glob to name a few. This simplifies the number of modules you’ll have to import to work with files and folders.| Jeff Triplett
When I discovered Python’s new pathlib module a few years ago, I initially wrote it off as being a slightly more awkward and unnecessarily …| treyhunner.com
Comparing the Django ORM support across official database backends, so you don’t have to learn it the hard way.| Paolo Melchiorre
A summary of my experience at DjangoCon US 2025 told through the posts I published on Mastodon during the conference.| Paolo Melchiorre
A pain-free way to write expressive, readable typed option bags in TypeScript.| xavd.id
View this email in your browser. Welcome to the latest Python on Microcontrollers newsletter. Where has September gone! We’re sliding into October, spooky season, then November is the warm-up to December holidays and New Years. Coming back to my senses, October is also Open Hardware Month! Submit your open design for a spooky treat. Raspberry […]| Adafruit Daily
So, the classic newbie question. DuckDB vs Polars, which one should you pick? This is an interesting question, and actually drives a lot of search traffic to this website on which you find yourself wasting time. I thank you for that. This is probably the most classic type of question that all developers eventually ask […] The post DuckDB vs Polars. Wait. DuckDB and Polars. appeared first on Confessions of a Data Guy.| Confessions of a Data Guy
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| Spiiin's blog
| Spiiin's blog
Why? Because it’s fun.| Luke Plant's home page
For the past 5+ years, I’ve avoided Python and network automation. I told myself I could get by without it—after all, I’ve designed and troubleshot Wi-Fi networks, deployed switches, and solved cli…| Rowell Dionicio
Mojo has been on my radar for a while. In fact, I heard about it on launch back in May 2023. It was touted as a super set of Python with 10000s of times the performance. It's main focus is on AI related workloads with strong built in support of …| Jamie's Blog
This PEP introduces syntax for lazy imports as an explicit language feature:| Python Enhancement Proposals (PEPs)
👋 Hi everyone, We are very exited to share with you PEP 810: Explicit lazy imports: We’re proposing an opt-in lazy import syntax that defers module loading until first use, aiming for faster startup, lower memory, and clear semantics with zero overhead when not used. We worked hard to balance user value, an elegant implementation, and predictable behavior, and we’ve included alternative implementation paths where trade-offs are worth discussing. Not only do we believe this is import...| Discussions on Python.org
This is RonJeffries.com, the combination of new articles, XProgramming, SameElephant, and perhaps even some new items never before contemplated. Copyright © 1998-forever Ronald E Jeffries| ronjeffries.com
Ah, another day, another deep dive into the ever-evolving world of Python development! Today, let's talk about something near and dear to every Pythonista's heart – managing those crucial external packages. For years, pip has been our trusty companion, the workhorse that gets the job done. But the landscape is shifting, and a new contender has entered the arena, promising speed, efficiency, and a fresh approach: uv . As a Python developer constantly striving for smoother workflows and faste...| Heroku
A simple program to easily backup and sort Apple Photos, videos, media, and AI content.| Tom McFarlin
Fixing $PATH issues when using uv to handle all things python| Flavius Popan
Tackle everyday data engineering tasks with just one line of Python. Fast to write, easy to read, and surprisingly useful.| KDnuggets
Before I get to the main gist, I am going to talk about another site. The National Institute of Justice (NIJ) paid RTI over $10 million dollars to develop a forensic technology center of excellence…| Andrew Wheeler
I’ve fallen into this pattern where I do an hour or so of self-directed learning in the mornings before going to work. Until recently it was an excellent CMU course on the design of SQL database systems, which I’ve mentioned previously here. I’ve finished that, so I thought I would do something shorter and fun as a break before finding another course to do. I chose The freeCodeCamp.org hot dog or not hot dog tensorflow course. 90 minutes seemed achievable, and I too wish to know if an ...| Made by Mikal
This is RonJeffries.com, the combination of new articles, XProgramming, SameElephant, and perhaps even some new items never before contemplated. Copyright © 1998-forever Ronald E Jeffries| ronjeffries.com
I’ve been doing the Weekly Challenges. The latest involved array pairs and accumulation. (Note that this ends today.)| RogerBW's Blog
Descubre y sigue un ejercicio Python con código completo para crear Aplicaciones LLM usando Langchain. Aprende a reutilizar prompts con Templates y Parsers, crea flujos de datos y herramientas para tus agentes.| Aprende Machine Learning
Unfortunately I could not participate RDKit UGM 2025 in this year…. I would like to join the meeting at next year. By the way, recently we can use GPUs for acceralate chem/bio informatics cal…| Is life worth living?
Après ces premières semaines de rentrée, je vous souhaite la bienvenue dans ce troisième article de notre série sur le traitement du langage naturel après avoir vu les n-grams et les embeddings. Au…| enioka
A description of the performance optimizations made to the free-threaded garbage collector for Python 3.14.| labs.quansight.org
This is RonJeffries.com, the combination of new articles, XProgramming, SameElephant, and perhaps even some new items never before contemplated. Copyright © 1998-forever Ronald E Jeffries| ronjeffries.com
I’ve been using prek recently as a drop-in replacement for| Hugo van Kemenade
