Python Programming Learning Circle
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Python Programming Learning Circle

A global community of Chinese Python developers offering technical articles, columns, original video tutorials, and problem sets. Topics include web full‑stack development, web scraping, data analysis, natural language processing, image processing, machine learning, automated testing, DevOps automation, and big data.

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Python Programming Learning Circle
Python Programming Learning Circle
Nov 10, 2025 · Fundamentals

What Are the 22 Most Popular Python Packages and Why They Matter

This article examines the 22 most‑used Python packages on PyPI, explaining their core functionality, download statistics, and typical use cases—from HTTP clients like urllib3 to compatibility tools like six, security libraries such as certifi and rsa, and utility modules for dates, YAML, and concurrency—providing developers with a concise guide to essential Python tooling.

DevelopmentPackagesPyPI
0 likes · 20 min read
What Are the 22 Most Popular Python Packages and Why They Matter
Python Programming Learning Circle
Python Programming Learning Circle
Nov 10, 2025 · Artificial Intelligence

How Jupyter MCP Server Bridges Large Language Models with Real‑Time Coding

The article introduces the Jupyter MCP server, an extension that implements the Model Context Protocol to enable seamless, secure integration of large language models with Jupyter’s kernels, file system, and terminals, and details its architecture, core features, deployment steps, API mechanisms, and security considerations.

AIIntegrationJupyter
0 likes · 11 min read
How Jupyter MCP Server Bridges Large Language Models with Real‑Time Coding
Python Programming Learning Circle
Python Programming Learning Circle
Nov 7, 2025 · Backend Development

Why FastAPI Beats Flask: A Deep Dive into Python Web Frameworks

This article compares Flask and FastAPI, explaining their core differences in speed, developer experience, and standards, and provides detailed code examples for installation, routing, async handling, dependency injection, validation, middleware, testing, deployment, and documentation to help developers decide which framework best fits their Python API projects.

APIAsyncComparison
0 likes · 23 min read
Why FastAPI Beats Flask: A Deep Dive into Python Web Frameworks
Python Programming Learning Circle
Python Programming Learning Circle
Nov 7, 2025 · Fundamentals

Mastering Python File Extensions and Their Use Cases

This article explains the purpose and typical usage of various Python file extensions—including .py, .ipynb, .pyi, .pyc, .pyw, and .pyx—provides code examples, demonstrates how to write type‑hint files, and compares pure Python with Cython for performance‑critical tasks.

CythonPerformancefile extensions
0 likes · 7 min read
Mastering Python File Extensions and Their Use Cases