简单来说，uv 是一个面向 Python 生态系统的高速「一体化」工具，可用于包管理、环境管理、项目初始化、工具执行、Python 版本管理等。其由 Astral（同样推出了知名工具 Ruff）开发，底层使用 Rust 语言实现，以追求极致性能。对于已有的工作流、pip、virtualenv、pipx、poetry 等工具，uv 提供极强的兼容性并且在某些场景下速度可提升 10–100 倍。

Abstract: Jupyter notebooks have become central in data science, integrating code, text and output in a flexible environment. With the rise of machine learning (ML), notebooks are increasingly used ...

Thinking about getting started with data science or maybe just want a better way to handle your Python projects? Anaconda Python is a super popular choice, and for good reason. It bundles a lot of ...

How to use Marimo, a better Jupyter-like notebook system for Python Jupyter Notebooks may be a familiar and powerful tool for data science, but its shortcomings can be irksome. Marimo offers a Jupyter ...

Soon to be the official tool for managing Python installations on Windows, the new Python Installation Manager picks up where the ‘py’ launcher left off. Python is a first-class citizen on Microsoft ...

Python libraries are pre-written collections of code designed to simplify programming by providing ready-made functions for specific tasks. They eliminate the need to write repetitive code and cover ...

In this tutorial, we demonstrate the integration of Python’s robust data manipulation library Pandas with Google Cloud’s advanced generative capabilities through the google.generativeai package and ...

Starting jupyterlab on the free-threaded build on MacOS immediately segfaults. See jupyter/notebook#7512 for the same issue reported against notebook. Install a free-threaded python on MacOS with ...