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News & links about Python programming. https://pythonhub.dev/

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drf-auth-kit Modern Django REST Framework authentication toolkit with JWT cookies, social login, and 2FA support. https://github.com/forthecraft/drf-auth-kit

Django 6.0 Is Here! CSP Nonces, Background Tasks, Partials & More The video tutorial covers the new features introduced in Django 6.0 alpha, including built-in Content Security Policy (CSP) nonce support, simpler background task management, and reusable template partials for cleaner code. It provides practical examples and explanations for implementing these features, highlighting improvements in security, asynchronous task handling, and template desig... https://www.youtube.com/watch?v=doAMlgrTGbE

PEP 806 – Mixed sync/async context managers with precise async marking https://www.reddit.com/r/Python/comments/1nqnm44/pep_806_mixed_syncasync_context_managers_with/

Wan Open and Advanced Large-Scale Video Generative Models. https://github.com/Wan-Video/Wan2.2

RamTorch A PyTorch library for memory-efficient deep learning that enables training and inference of large models that don't fit in GPU memory. https://github.com/lodestone-rock/RamTorch

Django: Introducing django-watchfiles, for more efficient runserver autoreloading Django Watchfiles is a library that improves Django's development server by replacing the default autoreloader with the faster, more reliable watchfiles backend. It simplifies setup, enhances reload speed, and brings better cross-platform support with minimal configuration for Django projects. https://adamj.eu/tech/2025/09/22/introducing-django-watchfiles/

noScribe Cutting edge AI technology for automated audio transcription. A nice GUI for OpenAIs Whisper and pyannote (speaker identification). https://github.com/kaixxx/noScribe

Python Hub Weekly Digest for 2025-09-28 https://pythonhub.dev/digest/2025-09-28/

numethods A lightweight, from-scratch, object-oriented Python package implementing classic numerical methods. https://github.com/denizd1/numethods

Today I learned that Python doesn't care about how many spaces you indent as long as it's consistent https://www.reddit.com/r/Python/comments/1nkidxq/today_i_learned_that_python_doesnt_care_about_how/

MathFlow Likerequestsfor mathematical computing, making complex math feel simple. https://github.com/cybergeek1943/MathFlow

Hyperparameter Tuning Tips that 99% of Data Scientists Overlook This video shows how to tune XGBoost models with Optuna while maximizing speed using XGBoost 3.0’s GPU acceleration for 5–15x faster training. He explains why cross-validation is crucial, recommends smart tuning practices, and demonstrates how Optuna’s visualizations help identify impactful hyperparameters in real-world tabular data workflows. https://www.youtube.com/watch?v=D9xPjkOwpNk

Avoid Messy Code: Design Patterns for AI Agents in Python The video demonstrates how to keep Python code for AI agents clean and maintainable by applying design patterns like Chain of Responsibility (for modular pipelines), Observer (for agent logging and context), and Strategy (for pluggable agent personalities). These patterns help decompose logic, improve scalability, and ensure testability for complex AI workflows. https://www.youtube.com/watch?v=8_liatgLkLc

VeritasGraph Enterprise-Grade Graph RAG for Secure, On-Premise AI with Verifiable Attribution. https://github.com/bibinprathap/VeritasGraph

Tricks from OpenAI gpt-oss YOU ?? can use with transformers The post details major upgrades that allow models like OpenAI’s GPT-OSS to run, fine-tune, and scale efficiently, including zero-build kernels, 4-bit MXFP4 quantization, tensor and expert parallelism, dynamic layerwise caching, and continuous batching. These improvements cut memory usage, boost speed, and enable larger models to run on affordable hardware, making cutting-edge techniques ... https://huggingface.co/blog/faster-transformers

riffq A toolkit for building PostgreSQL wire-compatible databases in Python, powered by Rust for performance and concurrency. https://github.com/ybrs/riffq

PyCon Australia 2025 PyCon Australia 2025 talks videos are available now. https://www.youtube.com/playlist?list=PLs4CJRBY5F1LRkAAUwbqHNGPBlxDkrz-3

Alibaba-NLP / DeepResearch Tongyi Deep Research, the Leading Open-source Deep Research Agent https://github.com/Alibaba-NLP/DeepResearch

ROMA A meta-agent framework to build high-performance multi-agent systems. https://github.com/sentient-agi/ROMA