awesome-python-cn

Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。
https://github.com/jobbole/awesome-python-cn

Last synced: about 14 hours ago
JSON representation

资源列表
- HTTP
  - requests
  - aiohttp
  - grequests
  - httplib2
  - treq
  - urllib3
  - httpx
- 日志
  - structlog
  - logging
  - logbook
  - Eliot
  - Raven
  - Eliot
  - Raven
  - Sentry
  - sentry-python
  - loguru
- 测试
  - unittest
  - nose
  - pyvows
  - mock
  - splinter
  - faker
  - httpretty
  - pytest
  - factoryboy
  - modelmommy
  - nose
  - nose2
  - contexts
  - hypothesis
  - pyshould
  - green
  - pyvows
  - Robot Framework
  - Selenium
  - PyAutoGUI
  - locust
  - sixpack
  - splinter
  - freezegun
  - httmock
  - httpretty
  - responses
  - VCR.py
  - mocket
  - mixer
  - coverage
  - fake2db
  - mimesis
  - FuckIt.py
- 电子商务
  - shoop
  - django-shop
  - Cartridge
  - alipay
  - merchant
  - money
  - python-currencies
  - forex-python
- RESTful API
  - django-tastypie
  - flask-api
  - flask-restful
  - flask-restless
  - cornice
  - falcon
  - restless
  - vibora
  - django-tastypie
  - django-formapi
  - flask-restful
  - flask-restless
  - flask-api-utils
  - eve
  - cornice
  - sandman
  - ripozo
  - apistar
  - fastapi
  - hug
  - sandman2
- 音频
  - eyeD3
  - id3reader
  - id3reader
  - audiolazy
  - audioread
  - dejavu
  - django-elastic-transcoder
  - m3u8
  - pydub
  - pyechonest
  - TimeSide
  - tinytag
  - mingus
  - kapre
  - librosa
  - matchering
  - pyAudioAnalysis
  - beets
- 包管理
  - PyPI
  - Curdling
  - poetry
  - wheel
  - pipenv
  - pip-tools
  - poetry
  - conda
  - Curdling
- 环境管理
  - virtualenvwrapper
  - p
  - Vex
  - buildout
  - pyenv
  - virtualenvwrapper
  - virtualenv
  - buildout
- 包仓库
  - devpi
  - localshop
  - warehouse
  - devpi
- 数据库
  - pickleDB
  - ZODB
  - TinyDB
- 数据库驱动
  - mysql-python
  - oursql
  - psycopg2
  - txpostgres
  - pymssql
  - HappyBase
  - Plyvel
  - PyMongo
  - PyMongo
  - awesome-mysql
  - aiomysql
  - PyMySQL - python。
  - queries
  - txpostgres
  - pymssql
  - asyncio-redis
  - cassandra-python-driver
  - HappyBase
  - Plyvel
  - pycassa
  - redis-py
  - telephus
  - txRedis
  - kafka-python
  - motor
- ORM
  - Django Models
  - awesome-sqlalchemy
  - PonyORM
  - python-sql
  - MongoEngine
  - Peewee
  - dataset
  - orator
  - orm
  - pony
  - django-mongodb-engine
  - PynamoDB
  - MongoEngine
  - hot-redis
  - redisco
- 分发
  - dh-virtualenv
  - py2exe
  - PyInstaller
  - cx_Freeze
  - dh-virtualenv
  - pynsist
  - pyarmor
  - shiv
- 构建工具
  - fabricate
  - buildout
  - PlatformIO
  - PyBuilder
- 交互式解析器
  - awesome-jupyter
  - IPython
  - bpython
  - ptpython - prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) 之上。
- 文件
  - imghdr
  - mimetypes
  - pathlib
  - aiofiles
  - path.py
  - python-magic
  - Unipath
  - watchdog
  - PyFilesystem2
- Web 框架
  - Django
  - Bottle
  - TurboGears
  - web.py
  - CherryPy
  - Pyramid
  - awesome-pyramid
  - starlette
  - awesome-django(by shahraizali)
  - awesome-django(by wsvincent)
  - awesome-flask
  - web.py
  - sanic
  - Masonite
- CMS
  - FeinCMS
  - Kotti
  - Plone
  - Widgy
  - djedi-cms
  - Quokka
  - odoo-cms
  - djedi-cms
  - Opps
  - indico
- 文本处理
  - PLY
  - pyparsing
  - sqlparse
  - difflib
  - chardet
  - ftfy
  - thefuzz
  - pangu.py
  - pypinyin
  - simplejson
  - uniout
  - xpinyin
  - pyfiglet
  - flashtext
  - awesome-slugify
  - python-slugify
  - unicode-slugify
  - phonenumbers
  - PLY
  - python-nameparser
  - python-user-agents
  - sqlparse
- 特殊文本格式处理
  - relatorio
  - ReportLab
  - tablib
  - Marmir
  - openpyxl
  - pyexcel
  - python-docx
  - python-pptx
  - XlsxWriter
  - xlwt - excel/xlrd)：读写 Excel 文件的数据和格式信息。
  - docxtpl
  - PDFMiner
  - PyPDF2
  - Mistune
  - Python-Markdown
  - Python-Markdown2 - Markdown 更快，更准确，可扩展。
  - csvkit
  - unp
- 自然语言处理
  - TextBlob
  - spacy
  - gensim
  - jieba
  - langid.py
  - SnowNLP
  - TextBlob
  - TextGrocery
  - thulac
  - polyglot
  - pytext
  - PyTorch-NLP
  - Stanza
  - funNLP
  - pkuseg-python
- 配置
  - ConfigObj
  - ConfigParser
  - python-decouple
  - hydra
- 命令行工具
  - docopt
  - clint
  - docopt
  - Gooey
  - python-prompt-toolkit
  - python-fire
  - Pythonpy
  - asciimatics
  - alive-progress
  - bashplotlib
  - rich
  - tqdm
  - aws-cli
  - caniusepython3
  - cookiecutter
  - doitlive
  - pyftpdlib
  - howdoi
  - PathPicker
  - percol
  - thefuck
  - try
  - Invoke
  - httpie
  - iredis
  - kube-shell
  - litecli
  - mycli
  - pgcli
  - SAWS
- 图像处理
  - imgSeek
  - pillow
  - pillow
  - hmap
  - nude.py
  - python-barcode
  - python-qrcode
  - Quads
  - thumbor
  - face_recognition
  - pagan
  - PyMatting
  - pywal
  - pyvips
- 模板引擎
  - Genshi
  - Chameleon
  - Jinja2
  - Chameleon
- 搜索
  - elasticsearch-py
  - django-haystack
  - elasticsearch-dsl-py
  - pysolr
  - Whoosh
- 队列
  - rq
  - daramatiq
  - huey
  - mrq
  - simpleq
- Web 资源管理
  - fanstatic
  - File Conveyor
  - django-storages
  - Flask-Assets
  - webassets
  - django-compressor
  - django-pipeline
  - django-storages
  - fanstatic
  - File Conveyor
  - Flask-Assets
  - jinja-assets-compressor
  - webassets
- 缓存
  - Beaker
  - Beaker
  - django-cache-machine
  - django-cacheops
  - django-viewlet
  - dogpile.cache
  - johnny-cache
  - pylibmc
- 电子邮件
  - pyzmail
  - django-celery-ses
  - envelopes
  - flanker
  - imbox
  - inbox
  - lamson
  - mailjet
  - marrow.mailer
  - pyzmail
  - Talon
  - yagmail
  - salmon
- 国际化
  - Korean
  - Korean
  - PyICU - project.org/) C++ 库的 Python 扩展。
- HTML 处理
  - bleach
  - xmldataset
  - Grab
  - BeautifulSoup
  - bleach
  - html5lib
  - MarkupSafe
  - pyquery
  - requests-html
  - untangle
  - xhtml2pdf
  - xmltodict
  - ScrapydWeb
  - cola
  - Demiurge
  - MechanicalSoup
  - portia
  - pyspider
  - RoboBrowser
- 表单
  - Deform
  - django-crispy-forms
  - WTForms-JSON
  - Deform
  - django-bootstrap3
  - django-bootstrap4
  - django-crispy-forms
  - django-remote-forms
  - WTForms
  - WTForms-JSON
- 管理面板
  - django-grappelli
  - Ajenti
  - django-xadmin
  - flask-admin
  - flower
  - Grappelli
  - Wooey
  - django-jet
  - jet-bridge
- 静态站点生成器
  - Tinkerer
  - Hyde
  - Tinkerer
  - Nikola
  - Lektor
  - Hyde
  - makesite
- 并发和并行
  - multiprocessing
  - threading
  - eventlet
  - concurrent.futures
  - gevent - greenlet/greenlet) 且基于协程的 Python 网络库。
  - eventlet
  - Tomorrow
  - uvloop
  - scoop
- WSGI 服务器
  - fapws3
  - paste
  - bjoern
  - meinheld
  - rocket
  - waitress
  - uwsgi
  - fapws3
  - netius
  - waitress
- RPC 服务器
  - SimpleXMLRPCServer - RPC 服务器实现，单线程。
  - zeroRPC
- 密码学
  - cryptography
  - Passlib
  - Paramiko
  - PyCrypto
  - hashids
  - PyNacl
- 图形用户界面
  - curses
  - kivy
  - PyQt
  - PySide
  - Tkinter
  - urwid
  - PyGObject
  - enaml
  - Toga
  - urwid
  - wxPython
  - Eel
  - PySimpleGUI
- 游戏开发
  - Cocos2d
  - Panda3D
  - Pygame
  - PySDL2
  - RenPy
  - Pygame
  - PySDL2
- 代码分析和 Lint 工具
  - Pylint
  - pylama
  - coala
  - awesome-python-typing
  - coala
  - code2flow
  - pycallgraph
  - pysonar2
  - prospector
  - vulture
  - awesome-flake8-extensions
  - YAPF
  - pylama
  - wemake-python-styleguide
  - autopep8
  - isort
  - pyre-check
  - typeshed
  - MonkeyType
  - pyannotate - 484 的注解。
  - pytype
- 调试工具
  - winpdb
  - lineprofiler
  - Memory Profiler
  - pyringe
  - wdb
  - lptrace - pages/man1/strace.1.html)。
  - manhole
  - python-hunter
  - profiling
  - py-spy
  - vprof
  - pyelftools
  - python-statsd
  - django-devserver
  - icecream
- 科学计算和数据分析
  - Biopython
  - blaze
  - Pandas
  - PyDy
  - RDKit
  - Neupy
  - Open Babel
  - bcbio-nextgen
  - bccb
  - blaze
  - Neupy
  - Open Mining
  - PyMC
  - statsmodels
  - SymPy
  - zipline
  - Bayesian-belief-networks
  - AWS Data Wrangler
  - Optimus
  - Karate Club
  - SimPy
- 数据可视化
  - awesome-javascript
  - PyGraphviz
  - bokeh
  - pyecharts
  - SnakeViz
  - vincent
  - VisPy
  - Altair
  - Cartopy
  - awesome-dash
  - diagrams
  - plotnine
  - PyGraphviz
  - Seaborn
- 计算机视觉
  - SimpleCV
  - OpenCV
  - pyocr
  - SimpleCV
  - EasyOCR
  - tesserocr - ocr` API 装饰器，可用于 OCR。
- 深度学习
  - awesome-deep-learning
  - Caffe2
  - keras
  - MXNet
  - SerpentAI
  - Theano
  - skflow - learn)。
  - hebel
  - pydeep
- 机器学习
  - awesome-machine-learning
  - vowpalporpoise
  - Crab
  - NuPIC
  - pattern
  - PyBrain
  - Pylearn2
  - python-recsys
  - scikit-learn
  - gym
  - H2O
  - Metrics
  - vowpal_porpoise
  - xgboost
  - MindsDB
- 第三方 API
  - apache-libcloud
  - List of Python API Wrappers and Libraries
  - boto3
  - facebook-sdk
  - facepy
  - gmail
  - gspread
  - twython
- 分布式计算
  - PySpark
  - dpark
  - dumbo
  - luigi
  - mrjob
  - dask
  - faust
  - streamparse
  - mars
- DevOps 工具
  - gitapi
  - hgapi
  - cloudinit
  - BorgBackup
  - docker-compose
  - Ansible
  - SaltStack
  - cuisine
  - Fabtools
  - honcho
  - pexpect
  - psutil
  - supervisor
  - pyinfra
- 任务调度
  - Joblib
  - Airflow
  - APScheduler
  - django-schedule
  - gunnery
  - Plan
  - schedule
  - Spiff
  - Prefect
- 外来函数接口
  - ctypes
  - PyCUDA
- 高性能
  - Stackless Python
  - PyPy
  - Jython
  - Numba
  - CLPython
  - Grumpy
  - IronPython
  - MicroPython
  - Pyjion
  - PeachPy - 64 汇编器。可以被用作 Python 内联的汇编器或者是独立的汇编器，用于 Windows，Linux，OS X，Native Client 或者 Go 。
  - Pyston
- 微软的 Windows 平台
  - Python(x,y)
  - PyWin32
  - WinPython
  - Python(x,y)
  - pythonlibs
  - PythonNet
- 网络可视化和 SDN
  - Mininet
  - Pyretic
  - NRU
  - Mininet
  - POX
  - Pyretic
  - SDX Platform
  - NRU
  - napalm
- 硬件
  - Pyro
  - Pingo
  - wifi
  - Pyro
  - Pyro
  - PyUserInput
  - scapy
  - wifi
  - Pingo
  - keyboard
  - mouse
- 算法和设计模式
  - awesome-algorithms
  - algorithms
  - python-ds
  - sortedcontainers
  - TheAlgorithms
  - PyPattyrn
  - python-patterns
  - transitions
- 编辑器插件和 IDE
  - Python
  - PyCharm
  - elpy
  - anaconda
  - SublimeJEDI
  - jedi-vim
  - python-mode
  - PTVS
  - spyder
- 企业级应用集成
  - Zato
- 网络
  - asyncio
  - trio
  - pulsar
  - diesel
  - Toapi
  - txZMQ
- 重构
  - Bowler
  - Rope
- 内置类的增强版实现
  - dataclasses
  - attrs
  - bidict
  - Box
  - DottedDict
- 机器人
  - rospy
  - PythonRobotics
- 杂项
  - tryton
  - blinker
  - boltons
  - itsdangerous
  - magenta
  - pluginbase
- 日期和时间
  - pytz
  - arrow
  - Chronyk
  - dateutil
  - delorean
  - maya
  - pendulum
  - PyTime
  - when.py
  - dateutil
  - moment
- OCR
  - pyocr
  - paddleocr
  - pytesseract - ocr) 的一个封装。
- 地理位置
  - GeoDjango
  - GeoIP
  - geopy
  - GeoIP2
  - django-countries
  - pygeoip
- 文档
  - awesome-sphinxdoc
  - Pycco - programming）风格的文档生成器。
  - readthedocs
- 下载器
  - s3cmd
  - s4cmd
- Video
  - scikit-video
  - vidgear
- WebSocket
  - autobahn-python
  - channels
  - websockets
  - django-socketio
  - WebSocket-for-Python
- 权限
  - django-guardian
  - django-rules
- 验证
  - authlib
  - django-allauth
  - django-oauth-toolkit
  - django-oauth2-provider
  - Flask-OAuthlib
  - OAuthLib - 签名逻辑通用、完整的实现。
  - python-oauth2
  - python-social-auth
  - rauth
  - sanction
  - PyJWT
  - python-jws
  - python-jwt
- 动态消息
  - django-activity-stream
  - Stream-Framework
- URL 处理
  - furl
  - purl
  - pyshorteners
  - shorturl
  - webargs
- 网页内容提取
  - Haul
  - html2text
  - lassie
  - micawber
  - newspaper
  - opengraph
  - python-goose
  - goose3
  - python-readability
  - sanitize
  - sumy
  - textract
- 数据验证
  - Cerberus - validator）。支持多种规则，提供归一化功能，可以方便地定制为 Python 风格的 schema 定义。
  - kmatch
  - schema
  - Schematics
  - valideer
  - voluptuous
  - jsonschema - schema.org/) 的 python 实现，用于 JSON 数据的验证。
- 序列化
  - marshmallow
  - pysimdjson
  - python-rapidjson
- 反垃圾技术
  - django-simple-captcha
  - django-simple-spam-blocker
- 标记
  - django-taggit
- Serverless 框架
  - python-lambda
  - Zappa
- 进程
  - envoy
  - sarge
  - sh
  - delegator.py
- ASGI 服务器
  - daphne - HTTP 的，支持 HTTP，HTTP2 和 WebSocket 协议的服务器。
  - uvicorn
- 渗透测试
  - fsociety
  - setoolkit
  - sqlmap
- 推荐系统
  - annoy
  - fastFM
  - implicit
  - lightfm
  - spotlight
  - Surprise
  - tensorrec
- 函数式编程
  - fn.py
  - funcy
  - Toolz
  - Coconut
  - returns
- 兼容性
  - modernize
- 股票金融
  - QUANTAXIS
  - abu
  - Hikyuu Quant
  - vnpy
Uncategorized
- Uncategorized
  - 「开源前哨」和「Python开发者」微信公号团队
  - 唐尤华 - 96)、[Since-future](https://github.com/Since-future)、[knktc](https://github.com/knktc)、[zhucebuliaopx](https://github.com/zhucebuliaopx)、[wardseptember](https://github.com/wardseptember)、[vmp65l3](https://github.com/vmp65l3)、[JiaxingZhao](https://github.com/JiaxingZhao)、[zhtyyx](https://github.com/zhtyyx)、[Lynn Cao](https://github.com/caolincn)、[River](https://github.com/lihuafengzi)、You
  - 唐尤华 - 96)、[Since-future](https://github.com/Since-future)、[knktc](https://github.com/knktc)、[zhucebuliaopx](https://github.com/zhucebuliaopx)、[wardseptember](https://github.com/wardseptember)、[vmp65l3](https://github.com/vmp65l3)、[JiaxingZhao](https://github.com/JiaxingZhao)、[zhtyyx](https://github.com/zhtyyx)、[Lynn Cao](https://github.com/caolincn)、[River](https://github.com/lihuafengzi)、You

Programming Languages

Python 415 C++ 7 HTML 5 C 4 Cython 1 TypeScript 1 Go 1 Shell 1 Jupyter Notebook 1 Rust 1

Categories

资源列表 783 Uncategorized 3

Sub Categories

测试 34 命令行工具 30 数据库驱动 25 文本处理 22 代码分析和 Lint 工具 21 RESTful API 21 科学计算和数据分析 21 HTML 处理 19 音频 18 特殊文本格式处理 18 调试工具 15 ORM 15 自然语言处理 15 机器学习 15 数据可视化 14 Web 框架 14 DevOps 工具 14 图像处理 14 电子邮件 13 图形用户界面 13 Web 资源管理 13 验证 13 网页内容提取 12 硬件 11 高性能 11 日期和时间 11 CMS 10 日志 10 表单 10 WSGI 服务器 10 网络可视化和 SDN 9 并发和并行 9 包管理 9 分布式计算 9 深度学习 9 编辑器插件和 IDE 9 文件 9 任务调度 9 管理面板 9 第三方 API 8 缓存 8 分发 8 电子商务 8 算法和设计模式 8 环境管理 8 游戏开发 7 数据验证 7 推荐系统 7 HTTP 7 静态站点生成器 7 密码学 6 网络 6 微软的 Windows 平台 6 杂项 6 计算机视觉 6 地理位置 6 函数式编程 5 WebSocket 5 内置类的增强版实现 5 搜索 5 队列 5 URL 处理 5 进程 4 配置 4 构建工具 4 交互式解析器 4 股票金融 4 模板引擎 4 包仓库 4 国际化 3 数据库 3 OCR 3 渗透测试 3 文档 3 序列化 3 Uncategorized 3 ASGI 服务器 2 Video 2 Serverless 框架 2 下载器 2 机器人 2 反垃圾技术 2 动态消息 2 RPC 服务器 2 权限 2 外来函数接口 2 重构 2 企业级应用集成 1 标记 1 兼容性 1

Keywords

python 218 machine-learning 20 python3 16 django 15 http 11 asyncio 10 awesome 9 awesome-list 9 data-science 9 cli 9 testing 8 database 8 flask 7 deep-learning 7 redis 6 pypi 6 pandas 6 library 6 json 6 sqlalchemy 6 audio 6 natural-language-processing 5 cloud-management 5 pytorch 5 nlp 5 quant 5 recommender-system 5 framework 5 async 5 cloud 4 linux 4 terminal 4 debugging 4 matrix-factorization 4 aws 4 web 4 music 4 administration 4 orm 4 linter 4 http-server 4 numpy 4 utilities 4 jupyter 4 python-library 4 oauth2 4 dashboard 3 requests 3 security 3 admin 3