PythonHub

Buridan UI Beautifully designed Reflex components to build your web apps faster. Open source. https://github.com/buridan-ui/ui

rightnow-cli Claude Code for CUDA. Free AI assistant that actually understands GPU architecture. https://github.com/RightNow-AI/rightnow-cli

nanochat The best ChatGPT that $100 can buy. https://github.com/karpathy/nanochat

Neural Networks: Simpler Than You Think The post presents a straightforward implementation of a neural network from scratch in Python, explaining core concepts such as neurons, layers, weights, biases, activation functions, and training through backpropagation. It demonstrates building and training a simple neural network to approximate a sine wave, highlighting that despite its simplicity, the network can learn complex patter... https://www.hamza.se/blog/neural-networks

PyTorch 2.9 PyTorch 2.9 introduces new features including a stable libtorch ABI for C++/CUDA extensions, symmetric memory programming for easy multi-GPU kernel development, and enhanced control over graph break handling in torch.compile. It expands wheel support for AMD ROCm, Intel XPU, and CUDA 13, adds FlexAttention optimizations on Intel GPUs and X86 CPUs, and improves Arm platform performance wi... https://pytorch.org/blog/pytorch-2-9/

Erdos A secure, AI-native IDE for data science. https://github.com/lotas-ai/erdos

Python Hub Weekly Digest for 2025-10-19 https://pythonhub.dev/digest/2025-10-19/

How to Level Up Your Python Logs with Structlog This Structlog guide covers configuration context JSON output error handling and OpenTelemetry integration to make your logs a useful signal for Observability. https://www.dash0.com/guides/python-logging-with-structlog

Python 3.14 Is Here. How Fast Is It? Python 3.14 delivers notable performance improvements, including up to 27% speedup in some benchmarks compared to Python 3.13, and enhanced free-threaded execution for better multithreading. The new release also adds features like syntax highlighting in the REPL and improved concurrency support. https://blog.miguelgrinberg.com/post/python-3-14-is-here-how-fast-is-it

Training a Deep Learning Model for Echogram Semantic Segmentation In this tutorial we build a deep-learning pipeline for echogram segmentation using open-source tools. Echograms are two-dimensional plots of acoustic echo intensity versus time and depth recorded using sonar instruments, in our case echosounders. https://oceanstream.io/training-a-deep-learning-model-for-echogram-semantic-segmentation/

Why Reactive Programming Hasn't Taken Off in Python (And How Signals Can Change That) Reactive programming offers significant benefits for Python applications - it reduces bugs, simplifies complexity, and improves maintainability. Yet most Python developers avoid it. The problem isn't reactive programming itself, it's how we've been doing it. Python's reaktiv makes reactive programming as simple as spreadsheet formulas. https://bui.app/why-reactive-programming-hasnt-taken-off-in-python-and-how-signals-can-change-that/

T-Strings: Do They Actually Make SQL Better in Python 3.14? The video explains that t-strings are a new string format in Python 3.14 designed to help with SQL query sanitization by separating query parts and parameters for better readability and safety. While t-strings can improve managing complex queries with many parameters, for simple queries they add unnecessary complexity compared to traditional parameterized queries, making them useful main... https://www.youtube.com/watch?v=R5ov9SbLaYc

FuncToWeb Transform any Python function into a web interface automatically. https://github.com/offerrall/FuncToWeb

Functions: a complete reference This article serves as a complete reference for all the non-trivial things you should know about Python functions. https://mathspp.com/blog/pydonts/functions-a-complete-reference

gemimg Lightweight wrapper for generating and editing images from Gemini 2.5 Flash Image/Nano Banana. https://github.com/minimaxir/gemimg

Python 3.14's best new features Python 3.14 introduces practical, user-friendly features such as syntax highlighting in the REPL and debugger, improved error messages with helpful suggestions, and pathlib enhancements like copy and move methods. It also adds template string literals (t-strings) for advanced string processing, deferred evaluation of annotations, new UUID versions sortable by creation time, and better co... https://www.pythonmorsels.com/python314/

Introducing Air: A Pioneering AI-First Python Web Framework The Air framework is a pioneering AI-first Python web framework built on FastAPI and Starlette, designed to optimize developer and AI agent productivity with features like intuitive Air Tags for HTML generation, seamless Jinja template integration, and built-in HTMX support. Inspired by frameworks like Django, Flask, and Pyramid, Air emphasizes modularity, modern developer experience, an... https://audrey.feldroy.com/articles/2025-10-06-air-pioneering-ai-first-python-web-framework

Talk Python in Production https://talkpython.fm/books/python-in-production

SINQ A novel, fast and high-quality quantization method designed to make any Large Language Model smaller while preserving accuracy. https://github.com/huawei-csl/SINQ

MicroPythonOS – An Android-Like OS for Microcontrollers https://micropythonos.com