# shibing624/python-tutorial

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。

Repository: https://github.com/shibing624/python-tutorial
Canonical: https://ross.abutalabs.com/products/python-tutorial
Language: Jupyter Notebook
License: Apache-2.0
License Family: permissive
Topics: python, python-tutorial, numpy, scipy, pytorch, scikit-learn, pandas
Last push: 2023-05-01T22:17:59+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 3460, "days_push": 1220, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2470, forks 464 (observed 2026-08-28T04:06:54.649491+00:00)

## What it is
A practical Python tutorial repository with Jupyter Notebook examples covering Python basics, advanced features, object-oriented programming, multithreading, databases, data science libraries, Flask, and web scraping. It serves as both a beginner learning resource and a reference for writing everyday Python scripts.

## Use cases
- learn python from scratch
- python tutorial with jupyter notebooks
- examples of numpy pandas scikit-learn usage
- learn flask web development
- python web scraping examples
- understand python oop and multithreading
- reference for writing python scripts

## When to choose
- you are a beginner learning Python fundamentals
- you want runnable notebook examples for data science libraries
- you need concise examples of Flask or web scraping in Python

## When to avoid
- you need a comprehensive structured course with exercises and grading
- you need production-ready application code
- you need up-to-date coverage of the latest Python versions

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: developer-tools, data-science, web-framework, web-scraping, database
- domain: tutorials, education, data-science, web-development, developer-tools
- platform: python, cross-platform
- tags: jupyter-notebooks, python-basics, flask, numpy, pandas, scikit-learn, pytorch, web-crawler, chinese-language

## Member repositories
- shibing624/python-tutorial (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:54.649491+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:29:09.766958+00:00, confidence not recorded.
  - readme: https://github.com/shibing624/python-tutorial (fetched 2026-08-28T04:06:54.649491+00:00, sha 5ac54cabb48e)
- Data as of 2026-08-30T08:39:29.467469+00:00.