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 10 hours ago
JSON representation

资源列表
- 数据可视化
  - awesome-javascript
  - PyGraphviz
  - Seaborn
  - bokeh
  - diagrams
  - vincent
  - plotnine
  - Cartopy
  - awesome-dash
  - Altair
  - PyGraphviz
  - SnakeViz
  - matplotlib
  - PyQtGraph
  - bqplot
  - ggplot
  - plotly
  - pyecharts
  - pygal
  - Dash
- 代码分析和 Lint 工具
  - awesome-python-typing
  - Pylint
  - pylama
  - coala
  - YAPF
  - autopep8
  - pytype
  - pyre-check
  - MonkeyType
  - pycallgraph
  - vulture
  - wemake-python-styleguide
  - code2flow
  - pyannotate - 484 的注解。
  - typeshed
  - pysonar2
  - awesome-flake8-extensions
  - prospector
  - coala
  - mypy
  - isort
  - coala
  - pylama
- Web 框架
  - awesome-pyramid
  - Django
  - Pyramid
  - web.py
  - starlette
  - Bottle
  - TurboGears
  - CherryPy
  - awesome-flask
  - awesome-django(by wsvincent)
  - Masonite
  - awesome-django(by shahraizali)
  - web.py
  - Flask
  - web2py
  - Bottle
  - sanic
- 机器学习
  - awesome-machine-learning
  - vowpalporpoise
  - Pylearn2
  - gym
  - H2O
  - xgboost
  - MindsDB
  - pattern
  - Metrics
  - PyBrain
  - vowpal_porpoise
  - python-recsys
  - Crab
  - scikit-learn
  - NuPIC
- 深度学习
  - awesome-deep-learning
  - keras
  - Caffe2
  - skflow - learn)。
  - pydeep
  - hebel
  - Theano
  - SerpentAI
  - MXNet
  - Pytorch
- 算法和设计模式
  - awesome-algorithms
  - sortedcontainers
  - python-patterns
  - PyPattyrn
  - algorithms
  - python-ds
  - TheAlgorithms
  - transitions
- ORM
  - awesome-sqlalchemy
  - Django Models
  - PonyORM
  - python-sql
  - MongoEngine
  - Peewee
  - orm
  - dataset
  - django-mongodb-engine
  - orator
  - redisco
  - hot-redis
  - pony
  - MongoEngine
  - flywheel
  - butterdb
  - pydal
  - PonyORM
  - PynamoDB
  - python-sql
- 交互式解析器
  - awesome-jupyter
  - IPython
  - bpython
  - ptpython - prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) 之上。
- 编辑器插件和 IDE
  - PyCharm
  - Python
  - jedi-vim
  - spyder
  - python-mode
  - anaconda
  - SublimeJEDI
  - elpy
  - PTVS
  - YouCompleteMe
- 图形用户界面
  - PySide
  - kivy
  - PyGObject
  - Tkinter
  - urwid
  - curses
  - PyQt
  - PySimpleGUI
  - enaml
  - Eel
  - urwid
  - Flexx
  - pywebview
  - DearPyGui
  - Toga
  - pyglet
- 管理面板
  - django-grappelli
  - Ajenti
  - django-jet
  - flower
  - jet-bridge
  - Wooey
  - flask-admin
  - django-xadmin
  - Grappelli
- 网络
  - asyncio
  - trio
  - pulsar
  - diesel
  - txZMQ
  - Toapi
- 内置类的增强版实现
  - dataclasses
  - bidict
  - attrs
  - Box
  - DottedDict
- CMS
  - Plone
  - djedi-cms
  - FeinCMS
  - Kotti
  - Quokka
  - Widgy
  - indico
  - djedi-cms
  - Opps
  - Mezzanine
  - Wagtail
  - odoo-cms
  - django-cms
- 命令行工具
  - docopt
  - howdoi
  - python-fire
  - Gooey
  - percol
  - PathPicker
  - thefuck
  - doitlive
  - caniusepython3
  - tqdm
  - aws-cli
  - asciimatics
  - iredis
  - try
  - bashplotlib
  - mycli
  - pgcli
  - kube-shell
  - litecli
  - Invoke
  - alive-progress
  - SAWS
  - pyftpdlib
  - clint
  - httpie
  - docopt
  - tmuxp
  - cement
  - xonsh
  - python-prompt-toolkit
  - cookiecutter
  - rich
  - click
  - Pythonpy
  - copier
- 并发和并行
  - concurrent.futures
  - eventlet
  - gevent - greenlet/greenlet) 且基于协程的 Python 网络库。
  - multiprocessing
  - threading
  - uvloop
  - Tomorrow
  - scoop
  - eventlet
- 密码学
  - cryptography
  - Paramiko
  - Passlib
  - PyCrypto
  - PyNacl
  - hashids
  - Paramiko
- 科学计算和数据分析
  - Pandas
  - PyDy
  - RDKit
  - Biopython
  - blaze
  - Neupy
  - Open Babel
  - zipline
  - SymPy
  - statsmodels
  - Open Mining
  - Karate Club
  - Bayesian-belief-networks
  - bccb
  - SimPy
  - Optimus
  - bcbio-nextgen
  - AWS Data Wrangler
  - Neupy
  - ObsPy
  - NumPy
  - astropy
  - PyMC
  - NIPY
  - blaze
  - Colour
  - QuTiP
- 数据库驱动
  - psycopg2
  - mysql-python
  - oursql
  - txpostgres
  - pymssql
  - HappyBase
  - Plyvel
  - PyMongo
  - PyMongo
  - PyMySQL - python。
  - kafka-python
  - motor
  - aiomysql
  - asyncio-redis
  - cassandra-python-driver
  - queries
  - txRedis
  - telephus
  - pycassa
  - awesome-mysql
  - pymssql
  - mysql-python
  - redis-py
  - txpostgres
  - HappyBase
  - Plyvel
- 日期和时间
  - pytz
  - when.py
  - maya
  - dateutil
  - moment
  - Chronyk
  - PyTime
  - delorean
  - pendulum
  - dateutil
  - arrow
- DevOps 工具
  - cloudinit
  - BorgBackup
  - docker-compose
  - gitapi
  - hgapi
  - supervisor
  - Ansible
  - SaltStack
  - psutil
  - pexpect
  - honcho
  - cuisine
  - pyinfra
  - Fabtools
- 分发
  - py2exe
  - cx_Freeze
  - dh-virtualenv
  - PyInstaller
  - shiv
  - pyarmor
- 外来函数接口
  - PyCUDA
  - ctypes
  - SWIG
- 游戏开发
  - Cocos2d
  - Panda3D
  - Pygame
  - RenPy
  - PySDL2
  - Pygame
  - PyOpenGL
  - PyOgre
  - PySDL2
  - Arcade
  - Harfang3D
- 地理位置
  - GeoDjango
  - geopy
  - django-countries
  - GeoIP
  - pygeoip
  - GeoIP2
  - geojson
- HTML 处理
  - xmldataset
  - bleach
  - Grab
  - portia
  - pyspider
  - ScrapydWeb
  - pyquery
  - RoboBrowser
  - Demiurge
  - xmltodict
  - xhtml2pdf
  - MarkupSafe
  - untangle
  - html5lib
  - requests-html
  - cola
  - MechanicalSoup
  - Grab
  - BeautifulSoup
  - bleach
  - WeasyPrint
- 硬件
  - Pingo
  - Pyro
  - wifi
  - Pyro
  - keyboard
  - PyUserInput
  - scapy
  - mouse
  - Pingo
  - Pyro
  - ino
  - wifi
- 图像处理
  - imgSeek
  - pillow
  - thumbor
  - PyMatting
  - face_recognition
  - pywal
  - Quads
  - nude.py
  - pyvips
  - python-qrcode
  - python-barcode
  - pagan
  - hmap
  - pygram
  - scikit-image
  - wand - wand.php)的 Python 绑定。MagickWand 是 ImageMagick 的 C API 。
  - pillow
- 高性能
  - Jython
  - Numba
  - PyPy
  - Stackless Python
  - MicroPython
  - Grumpy
  - CLPython
  - IronPython
  - 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
  - Jython
- 任务调度
  - Airflow
  - Joblib
  - schedule
  - Plan
  - Prefect
  - gunnery
  - django-schedule
  - Spiff
- 日志
  - structlog
  - logging
  - logbook
  - Eliot
  - Raven
  - sentry-python
  - loguru
  - Eliot
  - Raven
- 微软的 Windows 平台
  - Python(x,y)
  - WinPython
  - PyWin32
  - PythonNet
  - Python(x,y)
  - pythonlibs
- 杂项
  - tryton
  - boltons
  - magenta
  - pluginbase
  - itsdangerous
  - blinker
- 自然语言处理
  - spacy
  - TextBlob
  - jieba
  - gensim
  - pytext
  - Stanza
  - funNLP
  - PyTorch-NLP
  - SnowNLP
  - polyglot
  - pkuseg-python
  - langid.py
  - TextGrocery
  - thulac
  - NLTK
  - Pattern
  - TextBlob
- 包管理
  - PyPI
  - poetry
  - Curdling
  - wheel
  - pipenv
  - pip-tools
  - conda
  - Curdling
  - poetry
- 重构
  - Bowler
  - Rope
- RESTful API
  - django-tastypie
  - vibora
  - falcon
  - flask-api
  - flask-restful
  - flask-restless
  - cornice
  - restless
  - eve
  - apistar
  - hug
  - sandman
  - flask-api-utils
  - ripozo
  - sandman2
  - django-formapi
  - fastapi
  - django-tastypie
  - flask-restful
  - cornice
- 机器人
  - rospy
  - PythonRobotics
  - rospy
- 搜索
  - elasticsearch-py
  - django-haystack
  - elasticsearch-dsl-py
  - pysolr
  - elasticsearch-py
  - solrpy
  - Whoosh
- 模板引擎
  - Genshi
  - Chameleon
  - Jinja2
  - Chameleon
- 测试
  - mock
  - unittest
  - nose
  - pyvows
  - splinter
  - httpretty
  - factoryboy
  - modelmommy
  - faker
  - pytest
  - fake2db
  - locust
  - mixer
  - PyAutoGUI
  - responses
  - mimesis
  - VCR.py
  - Robot Framework
  - FuckIt.py
  - nose2
  - freezegun
  - mocket
  - httmock
  - green
  - pyshould
  - contexts
  - sixpack
  - pyvows
  - Selenium
  - httpretty
  - coverage
  - hypothesis
  - Schemathesis
  - pyvows
  - httpretty
  - pyvows
  - nose
  - mamba
- 第三方 API
  - apache-libcloud
  - boto3
  - twython
  - gspread
  - facebook-sdk
  - List of Python API Wrappers and Libraries
  - gmail
  - facepy
  - django-wordpress
  - google-api-python-client
- Web 资源管理
  - fanstatic
  - django-storages
  - File Conveyor
  - Flask-Assets
  - webassets
  - django-compressor
  - django-pipeline
  - jinja-assets-compressor
  - fanstatic
  - django-storages
  - File Conveyor
  - Flask-Assets
- 数据库
  - pickleDB
  - ZODB
  - TinyDB
  - PipelineDB
- 计算机视觉
  - SimpleCV
  - EasyOCR
  - tesserocr - ocr` API 装饰器，可用于 OCR。
  - OpenCV
  - SimpleCV
  - Kornia
- 文本处理
  - PLY
  - pyparsing
  - difflib
  - sqlparse
  - phonenumbers
  - python-slugify
  - pypinyin
  - chardet
  - uniout
  - xpinyin
  - pyfiglet
  - flashtext
  - thefuzz
  - simplejson
  - python-user-agents
  - pangu.py
  - python-nameparser
  - unicode-slugify
  - ftfy
  - awesome-slugify
  - PLY
  - Levenshtein
  - shortuuid
  - textdistance
  - sqlparse
- 网络可视化和 SDN
  - Mininet
  - Pyretic
  - NRU
  - napalm
  - POX
  - SDX Platform
  - Mininet
  - Pyretic
- 环境管理
  - virtualenvwrapper
  - p
  - Vex
  - buildout
  - virtualenvwrapper
  - virtualenv
  - pyenv
- 包仓库
  - devpi
  - localshop
  - warehouse
- 构建工具
  - fabricate
  - PyBuilder
  - SCons
  - PlatformIO
  - BitBake
- 文件
  - imghdr
  - mimetypes
  - pathlib
  - Unipath
  - aiofiles
  - watchdog
  - python-magic
  - PyFilesystem2
  - path.py
- 特殊文本格式处理
  - relatorio
  - ReportLab
  - PDFMiner
  - csvkit
  - Python-Markdown2 - Markdown 更快，更准确，可扩展。
  - python-docx
  - Mistune
  - pyexcel
  - unp
  - xlwt - excel/xlrd)：读写 Excel 文件的数据和格式信息。
  - docxtpl
  - tablib
  - python-pptx
  - Marmir
  - PyPDF2
  - Python-Markdown
  - unoconv
  - XlsxWriter
- 配置
  - ConfigObj
  - ConfigParser
  - hydra
  - python-decouple
  - config
- OCR
  - pyocr
  - paddleocr
  - pytesseract - ocr) 的一个封装。
- 音频
  - eyeD3
  - id3reader
  - id3reader
  - beets
  - audioread
  - dejavu
  - kapre
  - librosa
  - matchering
  - pyAudioAnalysis
  - pydub
  - TimeSide
  - m3u8
  - audiolazy
  - pyechonest
  - django-elastic-transcoder
  - tinytag
  - mingus
- 电子商务
  - shoop
  - django-shop
  - merchant
  - money
  - forex-python
  - Cartridge
  - alipay
  - python-currencies
- 队列
  - rq
  - huey
  - daramatiq
  - simpleq
  - mrq
- 缓存
  - Beaker
  - django-cacheops
  - django-cache-machine
  - johnny-cache
  - pylibmc
  - django-viewlet
  - Beaker
  - dogpile.cache
- 电子邮件
  - pyzmail
  - inbox
  - Talon
  - flanker
  - imbox
  - marrow.mailer
  - salmon
  - mailjet
  - lamson
  - django-celery-ses
  - envelopes
  - pyzmail
  - modoboa
  - inbox.py
  - yagmail
- 国际化
  - Korean
  - PyICU - project.org/) C++ 库的 Python 扩展。
  - Babel
  - Korean
- 表单
  - Deform
  - django-crispy-forms
  - WTForms-JSON
  - Deform
  - django-bootstrap4
  - django-remote-forms
  - django-bootstrap3
  - django-crispy-forms
  - WTForms
  - WTForms-JSON
- 静态站点生成器
  - Hyde
  - Nikola
  - Tinkerer
  - Lektor
  - Tinkerer
  - makesite
  - Hyde
  - Cactus
- WSGI 服务器
  - bjoern
  - fapws3
  - meinheld
  - paste
  - rocket
  - waitress
  - netius
  - fapws3
  - gunicorn - forked, 部分是由 C 语言编写的。
  - bjoern
  - meinheld
  - rocket
- RPC 服务器
  - SimpleXMLRPCServer - RPC 服务器实现，单线程。
  - zeroRPC
  - SimpleJSONRPCServer - RPC 规范的一个实现。
  - RPyC
- 调试工具
  - winpdb
  - lineprofiler
  - Memory Profiler
  - profiling
  - py-spy
  - pyelftools
  - wdb
  - django-devserver
  - pyringe
  - vprof
  - icecream
  - python-hunter
  - lptrace - pages/man1/strace.1.html)。
  - manhole
  - python-statsd
  - pdb++
  - pyflame
  - flask-debugtoolbar - debug-toolbar 的 flask 版。
  - django-debug-toolbar
- 分布式计算
  - PySpark
  - luigi
  - dask
  - mars
  - faust
  - dpark
  - mrjob
  - dumbo
  - streamparse
  - Ray
- HTTP
  - requests
  - aiohttp
  - httpx
  - treq
  - httplib2
  - grequests
  - urllib3
- 企业级应用集成
  - Zato
- 股票金融
  - vnpy
  - Hikyuu Quant
  - abu
  - QUANTAXIS
- Serverless 框架
  - Zappa
  - python-lambda
- ASGI 服务器
  - daphne - HTTP 的，支持 HTTP，HTTP2 和 WebSocket 协议的服务器。
  - uvicorn
- 验证
  - authlib
  - django-allauth
  - python-oauth2
  - python-social-auth
  - PyJWT
  - python-jwt
  - django-oauth2-provider
  - Flask-OAuthlib
  - rauth
  - sanction
  - python-jws
  - OAuthLib - 签名逻辑通用、完整的实现。
  - python-jose
  - django-oauth-toolkit
- 动态消息
  - Stream-Framework
  - django-activity-stream
- 推荐系统
  - lightfm
  - annoy
  - Surprise
  - implicit
  - spotlight
  - tensorrec
  - fastFM
  - libffm - aware Factorization Machine (FFM) 相关库。
- 函数式编程
  - fn.py
  - Toolz
  - funcy
  - returns
  - Coconut
  - CyToolz
  - more-itertools
- 渗透测试
  - sqlmap
  - fsociety
  - setoolkit
- 数据验证
  - Schematics
  - schema
  - voluptuous
  - kmatch
  - valideer
  - jsonschema - schema.org/) 的 python 实现，用于 JSON 数据的验证。
  - 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。
  - colander
- 进程
  - sh
  - delegator.py
  - envoy
  - sarge
- WebSocket
  - WebSocket-for-Python
  - channels
  - autobahn-python
  - django-socketio
  - websockets
  - Crossbar
- 权限
  - django-guardian
  - django-rules
  - Carteblanche
- 序列化
  - python-rapidjson
  - marshmallow
  - pysimdjson
  - ultrajson
- 网页内容提取
  - python-goose
  - textract
  - newspaper
  - html2text
  - lassie
  - sumy
  - sanitize
  - micawber
  - python-readability
  - goose3
  - opengraph
  - Haul
- 下载器
  - s3cmd
  - s4cmd
  - you-get
- 文档
  - awesome-sphinxdoc
  - Pycco - programming）风格的文档生成器。
  - pdoc
  - readthedocs
- Video
  - vidgear
  - scikit-video
- 反垃圾技术
  - django-simple-captcha
  - django-simple-spam-blocker
- URL 处理
  - furl
  - pyshorteners
  - purl
  - webargs
  - shorturl
- 兼容性
  - modernize
- 标记
  - django-taggit
- GraphQL
  - graphene
- 聊天工具
  - errbot
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 38 命令行工具 35 科学计算和数据分析 27 数据库驱动 26 文本处理 25 代码分析和 Lint 工具 23 HTML 处理 21 RESTful API 20 ORM 20 数据可视化 20 调试工具 19 特殊文本格式处理 18 音频 18 Web 框架 17 图像处理 17 自然语言处理 17 图形用户界面 16 电子邮件 15 机器学习 15 DevOps 工具 14 验证 14 CMS 13 WSGI 服务器 12 网页内容提取 12 高性能 12 Web 资源管理 12 硬件 12 游戏开发 11 日期和时间 11 分布式计算 10 第三方 API 10 编辑器插件和 IDE 10 表单 10 深度学习 10 文件 9 日志 9 并发和并行 9 包管理 9 管理面板 9 静态站点生成器 8 任务调度 8 推荐系统 8 网络可视化和 SDN 8 算法和设计模式 8 缓存 8 数据验证 8 电子商务 8 地理位置 7 搜索 7 密码学 7 函数式编程 7 环境管理 7 HTTP 7 分发 6 计算机视觉 6 微软的 Windows 平台 6 网络 6 杂项 6 WebSocket 6 构建工具 5 内置类的增强版实现 5 配置 5 URL 处理 5 队列 5 交互式解析器 4 模板引擎 4 股票金融 4 RPC 服务器 4 数据库 4 文档 4 国际化 4 序列化 4 进程 4 渗透测试 3 机器人 3 OCR 3 外来函数接口 3 Uncategorized 3 权限 3 包仓库 3 下载器 3 Video 2 重构 2 Serverless 框架 2 ASGI 服务器 2 动态消息 2 反垃圾技术 2 标记 1 企业级应用集成 1 聊天工具 1 兼容性 1 GraphQL 1

Keywords

python 213 machine-learning 20 python3 15 django 14 http 11 asyncio 10 data-science 9 awesome-list 9 awesome 9 database 8 testing 8 cli 8 flask 7 deep-learning 7 pandas 6 json 6 pypi 6 sqlalchemy 6 library 6 audio 6 redis 5 async 5 framework 5 recommender-system 5 natural-language-processing 5 nlp 5 pytorch 5 cloud-management 5 quant 5 web 4 terminal 4 cloud 4 aws 4 python-library 4 http-server 4 numpy 4 debugging 4 matrix-factorization 4 linux 4 jupyter 4 music 4 administration 4 orm 4 utilities 4 markdown 3 javascript 3 html 3 admin 3 requests 3 monitoring 3