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 12 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
  - pyecharts
  - VisPy
- 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
  - isort
  - prospector
  - 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
  - sanic
- 机器学习
  - awesome-machine-learning
  - vowpalporpoise
  - Pylearn2
  - gym
  - H2O
  - xgboost
  - MindsDB
  - pattern
  - Metrics
  - PyBrain
  - vowpal_porpoise
  - python-recsys
  - Crab
  - NuPIC
  - scikit-learn
- 深度学习
  - awesome-deep-learning
  - keras
  - Caffe2
  - skflow - learn)。
  - pydeep
  - hebel
  - Theano
  - SerpentAI
  - Caffe
  - MXNet
- 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
  - PynamoDB
- 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
- 图形用户界面
  - PySide
  - kivy
  - PyGObject
  - Tkinter
  - urwid
  - curses
  - PyQt
  - PySimpleGUI
  - enaml
  - Eel
  - Toga
  - urwid
  - wxPython
- 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
  - odoo-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
  - cookiecutter
  - python-prompt-toolkit
  - httpie
  - rich
  - docopt
  - Pythonpy
- 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
- 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
  - PyMC
  - bcbio-nextgen
  - AWS Data Wrangler
  - Neupy
  - blaze
- 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
  - redis-py
  - awesome-mysql
  - pymssql
  - txpostgres
  - HappyBase
  - Plyvel
- 日期和时间
  - pytz
  - when.py
  - maya
  - dateutil
  - moment
  - Chronyk
  - PyTime
  - delorean
  - pendulum
  - arrow
  - dateutil
- 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
  - dh-virtualenv
  - pynsist
- 外来函数接口
  - PyCUDA
  - ctypes
- 游戏开发
  - Cocos2d
  - Panda3D
  - Pygame
  - RenPy
  - PySDL2
  - Pygame
  - PySDL2
- 地理位置
  - GeoDjango
  - geopy
  - django-countries
  - GeoIP
  - pygeoip
  - GeoIP2
- HTML 处理
  - xmldataset
  - bleach
  - Grab
  - portia
  - pyspider
  - ScrapydWeb
  - pyquery
  - RoboBrowser
  - Demiurge
  - xmltodict
  - xhtml2pdf
  - MarkupSafe
  - untangle
  - html5lib
  - requests-html
  - cola
  - MechanicalSoup
  - BeautifulSoup
  - bleach
- 硬件
  - Pingo
  - Pyro
  - wifi
  - Pyro
  - keyboard
  - PyUserInput
  - scapy
  - mouse
  - Pingo
  - Pyro
  - wifi
- 图像处理
  - imgSeek
  - pillow
  - thumbor
  - PyMatting
  - face_recognition
  - pywal
  - Quads
  - nude.py
  - pyvips
  - python-qrcode
  - python-barcode
  - pagan
  - hmap
  - 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
- 任务调度
  - Airflow
  - Joblib
  - schedule
  - Plan
  - Prefect
  - gunnery
  - django-schedule
  - Spiff
  - APScheduler
- 日志
  - structlog
  - logging
  - logbook
  - Eliot
  - Raven
  - sentry-python
  - loguru
  - Eliot
  - Raven
  - Sentry
- 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
  - 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
  - flask-restless
  - cornice
- 机器人
  - rospy
  - PythonRobotics
- 搜索
  - elasticsearch-py
  - django-haystack
  - elasticsearch-dsl-py
  - pysolr
  - 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
  - nose
  - hypothesis
  - pyvows
  - Selenium
  - splinter
  - httpretty
  - coverage
- 第三方 API
  - apache-libcloud
  - boto3
  - twython
  - gspread
  - facebook-sdk
  - List of Python API Wrappers and Libraries
  - gmail
  - facepy
- 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
  - webassets
- 数据库
  - pickleDB
  - ZODB
  - TinyDB
- 计算机视觉
  - SimpleCV
  - EasyOCR
  - tesserocr - ocr` API 装饰器，可用于 OCR。
  - OpenCV
  - SimpleCV
  - pyocr
- 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
  - sqlparse
- 网络可视化和 SDN
  - Mininet
  - Pyretic
  - NRU
  - napalm
  - POX
  - SDX Platform
  - Mininet
  - Pyretic
  - NRU
- 环境管理
  - virtualenvwrapper
  - p
  - Vex
  - buildout
  - pyenv
  - virtualenvwrapper
  - virtualenv
  - buildout
- 包仓库
  - devpi
  - localshop
  - warehouse
  - devpi
- 构建工具
  - fabricate
  - PyBuilder
  - PlatformIO
  - buildout
- 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
  - openpyxl
  - XlsxWriter
- 配置
  - ConfigObj
  - ConfigParser
  - hydra
  - python-decouple
- 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
  - yagmail
- 国际化
  - Korean
  - PyICU - project.org/) C++ 库的 Python 扩展。
  - 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
- WSGI 服务器
  - bjoern
  - fapws3
  - meinheld
  - paste
  - rocket
  - waitress
  - netius
  - fapws3
  - uwsgi
  - waitress
- RPC 服务器
  - SimpleXMLRPCServer - RPC 服务器实现，单线程。
  - zeroRPC
- 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++
- 分布式计算
  - PySpark
  - luigi
  - dask
  - mars
  - faust
  - dpark
  - mrjob
  - dumbo
  - streamparse
- 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。
  - django-oauth-toolkit
- 动态消息
  - Stream-Framework
  - django-activity-stream
- 推荐系统
  - lightfm
  - annoy
  - Surprise
  - implicit
  - spotlight
  - tensorrec
  - fastFM
- 函数式编程
  - fn.py
  - Toolz
  - funcy
  - returns
  - Coconut
- 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。
- 进程
  - sh
  - delegator.py
  - envoy
  - sarge
- WebSocket
  - WebSocket-for-Python
  - channels
  - autobahn-python
  - django-socketio
  - websockets
- 权限
  - django-guardian
  - django-rules
- 序列化
  - python-rapidjson
  - marshmallow
  - pysimdjson
- 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
- 文档
  - awesome-sphinxdoc
  - Pycco - programming）风格的文档生成器。
  - 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
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 785 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 特殊文本格式处理 18 音频 18 调试工具 16 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 Web 资源管理 13 电子邮件 13 图形用户界面 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 深度学习 10 表单 10 日志 10 WSGI 服务器 10 管理面板 9 任务调度 9 并发和并行 9 文件 9 网络可视化和 SDN 9 编辑器插件和 IDE 9 包管理 9 分布式计算 9 环境管理 8 电子商务 8 分发 8 缓存 8 第三方 API 8 算法和设计模式 8 推荐系统 7 游戏开发 7 静态站点生成器 7 数据验证 7 HTTP 7 地理位置 6 密码学 6 网络 6 微软的 Windows 平台 6 计算机视觉 6 杂项 6 函数式编程 5 内置类的增强版实现 5 WebSocket 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 模板引擎 4 股票金融 4 包仓库 4 数据库 3 OCR 3 国际化 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 反垃圾技术 2 动态消息 2 RPC 服务器 2 外来函数接口 2 权限 2 重构 2 机器人 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