MapToPoster

Transform your favorite cities into beautiful, minimalist designs. MapToPoster lets you create and export visually striking map posters with code.

https://github.com/originalankur/maptoposter

Rust-powered FM-index for fast substring search

High-performance FM-index powered by Rust, enabling fast substring search and count/locate queries.

https://pypi.org/project/fm-index/

Oban

A robust job orchestration framework for Python, backed by modern PostgreSQL.

https://github.com/oban-bg/oban-py

How a Single Test Revealed a Bug in Django 6.0

The story of how a failed upgrade attempt by Renovate led to a Django contribution.

https://lincolnloop.com/blog/how-a-single-test-revealed-a-bug-in-django-60/

Can LLMs translate Polars code to SQL?

Th post explores how large language models can translate natural language and Polars DataFrame expressions into equivalent SQL queries, bridging Python-centric data manipulation and SQL for analytics. It demonstrates how combining Polars’ in-memory performance with LLMs can help users leverage familiar SQL patterns without writing raw SQL themselves.

https://labs.quansight.org/blog/llm_polars_to_sql

Paper2Any

Turn paper/text/topic into editable research figures, technical route diagrams, and presentation slides.

https://github.com/OpenDCAI/Paper2Any

Opticol

Optimized collections (opticol) for Python. This package provides memory-efficient, slot-based implementations of Python's standard collection types.

https://github.com/lessico/opticol/

Skill_Seekers

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection.

https://github.com/yusufkaraaslan/Skill_Seekers

Learn NumPy in 40 Minutes

The video introduces the core concepts of NumPy and shows how its array operations form the foundation of numerical computing in Python. It emphasizes why NumPy is a must-learn tool for data science, AI, machine learning, and scientific workflows.

https://www.youtube.com/watch?v=zI5ducyfyNc

Violit

Violit is a next-generation Python web framework that perfectly solves Streamlit's critical Full Script Rerun issue with O(1) State Architecture.

https://github.com/violit-dev/violit

django-polymorphic - Polymorphic models in Django

The video explains Django model inheritance and polymorphic models, showing how django-polymorphic returns the correct subclass types when querying a base model through the ORM. It also covers Django Admin support and integrations with other Django ecosystem packages to make polymorphic models easier to manage.

https://www.youtube.com/watch?v=d8MC2FQ_nqU

7 Things You Didn’t Know Dataclasses Could Do

The video walks through seven lesser-known features of Python’s dataclasses that make code safer, clearer, and easier to maintain, beyond basic use. Each tip shows how dataclasses can reduce boilerplate and improve common patterns in everyday Python code.

https://www.youtube.com/watch?v=YTsJQ4ixq88

Asyncio Finally Got Peewee

Charles Leifer introduces an asyncio compatibility layer for the Peewee ORM that uses greenlet to bridge synchronous database logic with asynchronous event loops without requiring a full codebase rewrite. This implementation allows developers to run standard Peewee queries and transactions within async contexts by using a task-local state management system and specific execution helpers ...

https://charlesleifer.com/blog/asyncio-finally-got-peewee/

ruvnet / wifi-densepose

Production-ready implementation of InvisPose - a revolutionary WiFi-based dense human pose estimation system that enables real-time full-body tracking through walls using commodity mesh routers

https://github.com/ruvnet/wifi-densepose

webctl

Browser automation for AI agents and humans, built on the command line.

https://github.com/cosinusalpha/webctl

dj-celery-panel

Your Celery task inspector inside the Django admin.

https://github.com/yassi/dj-celery-panel