Polars outperforms Pandas significantly in speed tests for common data operations, completing tasks like importing CSV files and groupby/sum operations in a fraction of the time, demonstrating its efficiency on an Apple Silicon M1 environment.

To resolve the "no library called 'cairo-2' was found" error on Apple Silicon when using igraph, install Cairo with brew install cairo and then install pycairo using pip3 install --force-reinstall --no-cache-dir pycairo.

A good writing style can be challenging for non-native writers, but "Style: The Basics of Clarity and Grace" offers a solution. The book is a clear and concise guide to achieving clarity in writing, making it a must-read for foreign learners of the English language.

Linear algebra is also a system has input and output (function, transformation, operator). But it is amazing.

Introducing a Telegram bot for the Notion CN Community, utilizing the Notion Official API, featuring keyword triggers, a delete button, and structured database capabilities.

Nobelium is a minimalist blog system for Notion, built with NextJS and Vercel, offering fast performance, instant deployment, full functionality, easy customization, and SEO-friendly URLs, aimed at individual creators. Contributions are welcome for those who value simplicity.

This study examines the use of “algorithms in everyday labor” to explore the labor conditions of three Chinese food delivery platforms: Baidu Deliveries, Eleme, and Meituan.