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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Polars vs Pandas
https://www.reddit.com/r/Python/comments/1jg402b/polars_vs_pandas/
Matlab's variable explorer is amazing. What's pythons closest?
https://www.reddit.com/r/Python/comments/1jb1gzp/matlabs_variable_explorer_is_amazing_whats/
Xorq – open-source Python-first Pandas-style pipelines
https://github.com/xorq-labs/xorq
Notebooks as reusable Python programs
https://marimo.io/blog/python-not-json
Announcing Kreuzberg V3.0.0
https://www.reddit.com/r/Python/comments/1ji2x08/announcing_kreuzberg_v300/
Pydantic Evals
Pydantic Evals
Brand new package from David Montague and the Pydantic AI team which directly ...
https://simonwillison.net/2025/Apr/1/pydantic-evals/#atom-tag
Python Hub Weekly Digest for 2025-03-30
https://pythonhub.dev/digest/2025-03-30/
FastOpenAPI – automated docs for many Python frameworks
https://github.com/mr-fatalyst/fastopenapi
microsoft / PIKE-RAG
PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation
https://github.com/microsoft/PIKE-RAG
OWL
Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation.
https://github.com/camel-ai/owl
Introducing Eventure: A Powerful Event-Driven Framework for Python
https://www.reddit.com/r/Python/comments/1jchkuc/introducing_eventure_a_powerful_eventdriven/
Tracking cocoa (and other commodity prices) with Pandas and Seaborn
Cocoa, coffee, and other commodities have gotten expensive -- but by how much? In this video, we explore the World Bank's "pink sheet" that tracks commodity prices, and then plot these changes using Seaborn.
https://www.youtube.com/watch?v=85mo5wM5tQk
basic-memory
Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of your data.
https://github.com/basicmachines-co/basic-memory
Python Developer Tooling Handbook
This handbook guides Python developers through the ecosystem of tools that enhance productivity, covering areas like packaging, linting, formatting, and dependency management. It's structured to provide tutorials, how-to guides, explanations, and references to help make sense of the complex world of Python development.
https://pydevtools.com/handbook/
How to Make Your Python Docker Image 80% Smaller
This video provides a step-by-step guide to creating optimized and efficient Docker images for Python applications, covering topics like choosing the right base image, cleaning up dependencies, using multi-stage builds, and enhancing security. It also highlights the frustrations of working with Docker and potential pitfalls to avoid.
https://www.youtube.com/watch?v=tc713anE3UY
How to Use Async Agnostic Decorators in Python
https://www.reddit.com/r/Python/comments/1jfpt7q/how_to_use_async_agnostic_decorators_in_python/
Using uv and PEP 723 for Self-Contained Python Scripts
https://thisdavej.com/share-python-scripts-like-a-pro-uv-and-pep-723-for-easy-deployment/
Plain – a web framework for building products with Python
https://plainframework.com/
Textcase: A Python Library for Text Case Conversion
https://github.com/zobweyt/textcase
Architecture Patterns with Python
https://www.cosmicpython.com/book/preface.html
Self-contained Python scripts with uv
http://blog.dusktreader.dev/2025/03/29/self-contained-python-scripts-with-uv/
Why Python developers just use Postgres with Dawn Wages
This episode of Talking Postgres features Dawn Wages, chair of the Python Software Foundation, discussing why Python and Django developers favor PostgreSQL. They explore her "Just Use Postgres" philosophy, the Djangonaut Space mentoring program, and Python's strengths.
https://www.youtube.com/watch?v=leir3xJ4Klo
Docs
A collaborative note taking, wiki and documentation platform that scales. Built with Django and React. Opensource alternative to Notion or Outline.
https://github.com/suitenumerique/docs
token-explorer
A simple tool that let's you explore different possible paths that an LLM might sample.
https://github.com/willkurt/token-explorer
Open-Source Handwritten Signature Detection Model
The Hugging Face post discusses a signature detection model built using the YOLOv8 object detection framework. The model accurately detects signatures in various documents, demonstrating its effectiveness in document verification, fraud detection, and automation processes.
https://huggingface.co/blog/samuellimabraz/signature-detection-model
stable-virtual-camera
A 1.3B generalist diffusion model for Novel View Synthesis (NVS), generating 3D consistent novel views of a scene, given any number of input views and target cameras.
https://github.com/Stability-AI/stable-virtual-camera
Agent-S
An open agentic framework that uses computers like a human.
https://github.com/simular-ai/Agent-S
Smoke test your Django admin site
This post advocates for testing Django admin changelist views, which are often overlooked despite being prone to errors due to Django's "magic-string"-heavy admin DSL. The author provides a parametric test using pytest to ensure that every admin view can render its empty state, catching potential issues early.
https://jmduke.com/posts/post/django-admin-changelist-test/
Virtual/AI Python Assistant - Pybot
Get ai-driven help on Python programming. You can use the assistant to debug code, generate snippets or explain python concepts.
https://www.pynerds.com/ai-assistant/
CSM
A Conversational Speech Generation Model.
https://github.com/SesameAILabs/csm