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: 5 minutes ago
JSON representation

资源列表
- HTTP
  - requests
  - requests
  - aiohttp
  - grequests
  - httplib2
  - treq
  - urllib3
  - httpx
- 日志
  - structlog
  - logging
  - logbook
  - Eliot
  - Raven
  - logbook
  - Eliot
  - Raven
  - sentry-python
  - loguru
- 测试
  - unittest
  - nose
  - pyvows
  - mock
  - splinter
  - faker
  - httpretty
  - nose
  - mamba
  - Selenium
  - splinter
  - doublex
  - coverage
  - radar
  - pytest
  - pyvows
  - factoryboy
  - modelmommy
  - nose2
  - contexts
  - pyshould
  - green
  - pyvows
  - Robot Framework
  - Selenium
  - PyAutoGUI
  - locust
  - sixpack
  - freezegun
  - httmock
  - httpretty
  - responses
  - VCR.py
  - mocket
  - mixer
  - coverage
  - fake2db
  - mimesis
  - FuckIt.py
  - pyvows
  - Schemathesis
  - httpretty
  - hypothesis
- 电子商务
  - shoop
  - saleor
  - django-shop
  - Cartridge
  - alipay
  - merchant
  - money
  - python-currencies
  - forex-python
- RESTful API
  - django-tastypie
  - flask-api
  - flask-restful
  - flask-restless
  - cornice
  - falcon
  - restless
  - flask-restful
  - flask-restless
  - cornice
  - vibora
  - django-tastypie
  - django-formapi
  - flask-api-utils
  - eve
  - sandman
  - ripozo
  - apistar
  - fastapi
  - hug
  - sandman2
- 音频
  - eyeD3
  - id3reader
  - beets
  - 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
  - poetry
  - pipenv
  - pip-tools
  - conda
  - Curdling
- 环境管理
  - virtualenvwrapper
  - virtualenv
  - buildout
  - p
  - Vex
  - buildout
  - pyenv
  - virtualenvwrapper
  - virtualenv
- 包仓库
  - devpi
  - devpi
  - localshop
  - warehouse
- 数据库
  - pickleDB
  - ZODB
  - PipelineDB
  - TinyDB
- 数据库驱动
  - mysql-python
  - oursql
  - psycopg2
  - txpostgres
  - pymssql
  - HappyBase
  - Plyvel
  - PyMongo
  - txpostgres
  - HappyBase
  - Plyvel
  - PyMongo
  - mysql-python
  - awesome-mysql
  - aiomysql
  - PyMySQL - python。
  - queries
  - pymssql
  - asyncio-redis
  - cassandra-python-driver
  - pycassa
  - redis-py
  - telephus
  - txRedis
  - kafka-python
  - motor
- ORM
  - Django Models
  - awesome-sqlalchemy
  - PonyORM
  - python-sql
  - MongoEngine
  - SQLAlchemy
  - PynamoDB
  - pydal
  - flywheel
  - butterdb
  - Peewee
  - dataset
  - orator
  - orm
  - pony
  - django-mongodb-engine
  - MongoEngine
  - hot-redis
  - redisco
- 分发
  - dh-virtualenv
  - py2exe
  - dh-virtualenv
  - Nuitka
  - pynsist
  - PyInstaller
  - cx_Freeze
  - pyarmor
  - shiv
- 构建工具
  - fabricate
  - buildout
  - BitBake
  - SCons
  - 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
  - Flask
  - web2py
  - Tornado
  - sanic
  - web.py
  - CherryPy
  - Pyramid
  - awesome-pyramid
  - starlette
  - awesome-django(by shahraizali)
  - awesome-django(by wsvincent)
  - awesome-flask
  - Masonite
- CMS
  - FeinCMS
  - Kotti
  - Plone
  - Widgy
  - odoo-cms
  - Mezzanine
  - Wagtail
  - djedi-cms
  - Quokka
  - djedi-cms
  - Opps
  - indico
- 文本处理
  - PLY
  - pyparsing
  - sqlparse
  - unidecode
  - sqlparse
  - Levenshtein
  - shortuuid
  - 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
- 特殊文本格式处理
  - relatorio
  - openpyxl
  - relatorio
  - XlsxWriter
  - PyYAML
  - ReportLab
  - unoconv
  - tablib
  - Marmir
  - pyexcel
  - python-docx
  - python-pptx
  - 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
  - NLTK
  - Pattern
  - TextBlob
  - spacy
  - gensim
  - jieba
  - langid.py
  - SnowNLP
  - TextGrocery
  - thulac
  - polyglot
  - pytext
  - PyTorch-NLP
  - Stanza
  - funNLP
  - pkuseg-python
- 配置
  - ConfigObj
  - ConfigParser
  - python-decouple
  - hydra
- 命令行工具
  - docopt
  - click
  - Pythonpy
  - xonsh
  - cement
  - tmuxp
  - clint
  - docopt
  - Gooey
  - python-prompt-toolkit
  - python-fire
  - 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
  - pygram
  - wand - wand.php)的 Python 绑定。MagickWand 是 ImageMagick 的 C API 。
  - hmap
  - nude.py
  - python-barcode
  - python-qrcode
  - Quads
  - thumbor
  - face_recognition
  - pagan
  - PyMatting
  - pywal
  - pyvips
  - scikit-image
- 模板引擎
  - Genshi
  - Chameleon
  - Chameleon
  - Mako
  - Jinja2
- 搜索
  - elasticsearch-py
  - solrpy
  - Whoosh
  - django-haystack
  - elasticsearch-dsl-py
  - pysolr
  - elasticsearch-py
- 队列
  - rq
  - celery
  - daramatiq
  - huey
  - mrq
  - simpleq
- Web 资源管理
  - fanstatic
  - File Conveyor
  - django-storages
  - Flask-Assets
  - webassets
  - django-storages
  - File Conveyor
  - Flask-Assets
  - webassets
  - django-compressor
  - django-pipeline
  - fanstatic
  - jinja-assets-compressor
- 缓存
  - Beaker
  - Beaker
  - dogpile.cache
  - HermesCache
  - python-diskcache
  - django-cache-machine
  - django-cacheops
  - django-viewlet
  - johnny-cache
  - pylibmc
- 电子邮件
  - pyzmail
  - yagmail
  - inbox.py
  - modoboa
  - django-celery-ses
  - envelopes
  - flanker
  - imbox
  - inbox
  - lamson
  - mailjet
  - marrow.mailer
  - pyzmail
  - Talon
  - salmon
- 国际化
  - Korean
  - Korean
  - PyICU - project.org/) C++ 库的 Python 扩展。
  - Babel
- HTML 处理
  - bleach
  - xmldataset
  - Grab
  - bleach
  - cssutils
  - lxml
  - Scrapy
  - BeautifulSoup
  - Grab
  - html5lib
  - MarkupSafe
  - pyquery
  - requests-html
  - untangle
  - xhtml2pdf
  - xmltodict
  - ScrapydWeb
  - cola
  - Demiurge
  - MechanicalSoup
  - portia
  - pyspider
  - RoboBrowser
- 表单
  - Deform
  - django-crispy-forms
  - WTForms-JSON
  - django-crispy-forms
  - WTForms
  - WTForms-JSON
  - Deform
  - django-bootstrap3
  - django-bootstrap4
  - django-remote-forms
- 管理面板
  - django-grappelli
  - django-suit
  - Grappelli
  - Ajenti
  - django-xadmin
  - flask-admin
  - flower
  - Wooey
  - django-jet
  - jet-bridge
- 静态站点生成器
  - Tinkerer
  - Hyde
  - Pelican
  - 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
  - gunicorn - forked, 部分是由 C 语言编写的。
  - bjoern
  - meinheld
  - paste
  - rocket
  - waitress
  - Werkzeug
  - fapws3
  - netius
- RPC 服务器
  - SimpleXMLRPCServer - RPC 服务器实现，单线程。
  - zeroRPC
- 密码学
  - cryptography
  - Passlib
  - Paramiko
  - PyCrypto
  - PyCrypto
  - hashids
  - PyNacl
- 图形用户界面
  - curses
  - kivy
  - PyQt
  - PySide
  - Tkinter
  - urwid
  - PyGObject
  - enaml
  - Toga
  - urwid
  - Eel
  - PySimpleGUI
  - Flexx
- 游戏开发
  - Cocos2d
  - Panda3D
  - Pygame
  - PySDL2
  - PyOgre
  - PyOpenGL
  - PySDL2
  - Harfang3D
  - RenPy
  - Pygame
- 代码分析和 Lint 工具
  - Pylint
  - pylama
  - pylama
  - black
  - mypy
  - coala
  - awesome-python-typing
  - coala
  - code2flow
  - pycallgraph
  - pysonar2
  - prospector
  - vulture
  - awesome-flake8-extensions
  - YAPF
  - wemake-python-styleguide
  - autopep8
  - isort
  - pyre-check
  - typeshed
  - MonkeyType
  - pyannotate - 484 的注解。
  - pytype
- 调试工具
  - winpdb
  - ipdb
  - pdb++
  - pyflame
  - django-debug-toolbar
  - lineprofiler
  - Memory Profiler
  - pyringe
  - wdb
  - lptrace - pages/man1/strace.1.html)。
  - manhole
  - python-hunter
  - profiling
  - py-spy
  - vprof
  - pyelftools
  - python-statsd
  - django-devserver
  - icecream
  - flask-debugtoolbar - debug-toolbar 的 flask 版。
- 科学计算和数据分析
  - Biopython
  - blaze
  - Pandas
  - PyDy
  - RDKit
  - blaze
  - cclib
  - NetworkX
  - Colour
  - NIPY
  - NumPy
  - ObsPy
  - Neupy
  - Open Babel
  - bcbio-nextgen
  - bccb
  - 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
  - ggplot
  - pyecharts
  - pygal
  - pygraphviz
  - matplotlib
  - bokeh
  - SnakeViz
  - vincent
  - Altair
  - Cartopy
  - awesome-dash
  - diagrams
  - plotnine
  - PyGraphviz
  - Seaborn
  - bqplot
- 计算机视觉
  - SimpleCV
  - pyocr
  - OpenCV
  - SimpleCV
  - EasyOCR
  - tesserocr - ocr` API 装饰器，可用于 OCR。
- 深度学习
  - awesome-deep-learning
  - Caffe2
  - keras
  - MXNet
  - Pytorch
  - 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
  - django-wordpress
  - google-api-python-client
  - List of Python API Wrappers and Libraries
  - boto3
  - facebook-sdk
  - facepy
  - gmail
  - gspread
  - twython
- 分布式计算
  - PySpark
  - PySpark
  - Ray
  - dpark
  - dumbo
  - luigi
  - mrjob
  - dask
  - faust
  - streamparse
  - mars
- DevOps 工具
  - gitapi
  - hgapi
  - cloudinit
  - BorgBackup
  - OpenStack
  - docker-compose
  - Ansible
  - SaltStack
  - cuisine
  - Fabtools
  - honcho
  - pexpect
  - psutil
  - supervisor
  - pyinfra
- 任务调度
  - Joblib
  - doit
  - TaskFlow
  - Airflow
  - django-schedule
  - gunnery
  - Plan
  - schedule
  - Spiff
  - Prefect
- 外来函数接口
  - ctypes
  - PyCUDA
  - cffi
  - SWIG
- 高性能
  - Stackless Python
  - PyPy
  - Cython
  - Jython
  - 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
  - napalm
- 硬件
  - Pyro
  - Pingo
  - wifi
  - wifi
  - Pyro
  - Pyro
  - PyUserInput
  - scapy
  - 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
  - YouCompleteMe
  - elpy
  - anaconda
  - SublimeJEDI
  - jedi-vim
  - python-mode
  - PTVS
  - spyder
- 日期和时间
  - dateutil
  - pytz
  - arrow
  - Chronyk
  - dateutil
  - delorean
  - maya
  - pendulum
  - PyTime
  - when.py
  - dateutil
  - moment
- 文档
  - MkDocs
  - readthedocs
  - awesome-sphinxdoc
  - Pycco - programming）风格的文档生成器。
  - pdoc
- 下载器
  - youtube-dl
  - s3cmd
  - s4cmd
- 验证
  - python-jose
  - 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
- URL 处理
  - shorturl
  - furl
  - purl
  - pyshorteners
  - webargs
- 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。
- 进程
  - sarge
  - envoy
  - sh
  - delegator.py
- 网络
  - pyzmq
  - asyncio
  - trio
  - pulsar
  - diesel
  - Toapi
  - txZMQ
- 兼容性
  - Six
  - modernize
- GraphQL
  - tartiflette-aiohttp
  - tartiflette-asgi
- 函数式编程
  - CyToolz
  - fn.py
  - funcy
  - Toolz
  - Coconut
  - returns
- 机器人
  - rospy
  - rospy
  - PythonRobotics
- 企业级应用集成
  - Zato
- 地理位置
  - geojson
  - GeoDjango
  - GeoIP
  - geopy
  - GeoIP2
  - django-countries
  - pygeoip
- WebSocket
  - Crossbar
  - autobahn-python
  - channels
  - websockets
  - django-socketio
  - WebSocket-for-Python
- 重构
  - Bowler
  - Rope
- 内置类的增强版实现
  - dataclasses
  - attrs
  - bidict
  - Box
  - DottedDict
- 杂项
  - tryton
  - blinker
  - boltons
  - itsdangerous
  - magenta
  - pluginbase
- OCR
  - pyocr
  - paddleocr
  - pytesseract - ocr) 的一个封装。
- Video
  - scikit-video
  - vidgear
- 权限
  - django-guardian
  - django-rules
- 动态消息
  - django-activity-stream
  - Stream-Framework
- 网页内容提取
  - Haul
  - html2text
  - lassie
  - micawber
  - newspaper
  - opengraph
  - python-goose
  - goose3
  - python-readability
  - sanitize
  - sumy
  - textract
- 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
- 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
  - libffm - aware Factorization Machine (FFM) 相关库。
- 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

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测试 43 命令行工具 34 科学计算和数据分析 27 数据库驱动 26 文本处理 25 HTML 处理 23 代码分析和 Lint 工具 23 特殊文本格式处理 21 RESTful API 21 调试工具 20 ORM 19 音频 19 数据可视化 18 Web 框架 17 图像处理 17 自然语言处理 17 DevOps 工具 15 电子邮件 15 WSGI 服务器 15 机器学习 15 高性能 14 验证 14 图形用户界面 13 Web 资源管理 13 CMS 12 日期和时间 12 网页内容提取 12 分布式计算 11 硬件 11 编辑器插件和 IDE 10 游戏开发 10 日志 10 管理面板 10 缓存 10 深度学习 10 第三方 API 10 表单 10 任务调度 10 包管理 9 环境管理 9 电子商务 9 分发 9 并发和并行 9 文件 9 静态站点生成器 8 网络可视化和 SDN 8 推荐系统 8 算法和设计模式 8 HTTP 8 数据验证 7 网络 7 地理位置 7 密码学 7 搜索 7 队列 6 微软的 Windows 平台 6 构建工具 6 函数式编程 6 杂项 6 计算机视觉 6 WebSocket 6 URL 处理 5 内置类的增强版实现 5 模板引擎 5 文档 5 数据库 4 交互式解析器 4 股票金融 4 国际化 4 外来函数接口 4 进程 4 包仓库 4 配置 4 序列化 3 OCR 3 下载器 3 Uncategorized 3 渗透测试 3 机器人 3 Serverless 框架 2 重构 2 Video 2 权限 2 兼容性 2 ASGI 服务器 2 GraphQL 2 反垃圾技术 2 动态消息 2 RPC 服务器 2 企业级应用集成 1 标记 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