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Title: GitHub - cwence/python-api-tesing: python中文库-python人工智能大数据自动化接口测试开发。书籍下载及python库汇总https://china-testing.github.io/ · GitHub

Open Graph Title: GitHub - cwence/python-api-tesing: python中文库-python人工智能大数据自动化接口测试开发。书籍下载及python库汇总https://china-testing.github.io/

X Title: GitHub - cwence/python-api-tesing: python中文库-python人工智能大数据自动化接口测试开发。书籍下载及python库汇总https://china-testing.github.io/

Description: python中文库-python人工智能大数据自动化接口测试开发。书籍下载及python库汇总https://china-testing.github.io/ - GitHub - cwence/python-api-tesing: python中文库-python人工智能大数据自动化接口测试开发。书籍下载及python库汇总https://china-testing.github.io/

Open Graph Description: python中文库-python人工智能大数据自动化接口测试开发。书籍下载及python库汇总https://china-testing.github.io/ - cwence/python-api-tesing

X Description: python中文库-python人工智能大数据自动化接口测试开发。书籍下载及python库汇总https://china-testing.github.io/ - cwence/python-api-tesing

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	https://github.com/cwence/python-api-tesing#table-of-contents
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UI测试	https://github.com/cwence/python-api-tesing#ui%E6%B5%8B%E8%AF%95
性能测试	https://github.com/cwence/python-api-tesing#%E6%80%A7%E8%83%BD%E6%B5%8B%E8%AF%95
跨语言调用	https://github.com/cwence/python-api-tesing#%E8%B7%A8%E8%AF%AD%E8%A8%80%E8%B0%83%E7%94%A8
测试框架	https://github.com/cwence/python-api-tesing#%E6%B5%8B%E8%AF%95%E6%A1%86%E6%9E%B6
Mock	https://github.com/cwence/python-api-tesing#mock
其他测试工具	https://github.com/cwence/python-api-tesing#%E5%85%B6%E4%BB%96%E6%B5%8B%E8%AF%95%E5%B7%A5%E5%85%B7
持续交付	https://github.com/cwence/python-api-tesing#%E6%8C%81%E7%BB%AD%E4%BA%A4%E4%BB%98
测试工具对接	https://github.com/cwence/python-api-tesing#%E6%B5%8B%E8%AF%95%E5%B7%A5%E5%85%B7%E5%AF%B9%E6%8E%A5
awesome-python	https://github.com/cwence/python-api-tesing#awesome-python
管理面板(Admin Panels)	https://github.com/cwence/python-api-tesing#%E7%AE%A1%E7%90%86%E9%9D%A2%E6%9D%BFadmin-panels
算法和设计模式(Algorithms and Design Patterns)	https://github.com/cwence/python-api-tesing#%E7%AE%97%E6%B3%95%E5%92%8C%E8%AE%BE%E8%AE%A1%E6%A8%A1%E5%BC%8Falgorithms-and-design-patterns
反病毒(Anti-spam)	https://github.com/cwence/python-api-tesing#%E5%8F%8D%E7%97%85%E6%AF%92anti-spam
资产管理(Asset Management)	https://github.com/cwence/python-api-tesing#%E8%B5%84%E4%BA%A7%E7%AE%A1%E7%90%86asset-management
音频(Audio)	https://github.com/cwence/python-api-tesing#%E9%9F%B3%E9%A2%91audio
认证(Authentication)	https://github.com/cwence/python-api-tesing#%E8%AE%A4%E8%AF%81authentication
内置类增强(Built-in Classes Enhancement)	https://github.com/cwence/python-api-tesing#%E5%86%85%E7%BD%AE%E7%B1%BB%E5%A2%9E%E5%BC%BAbuilt-in-classes-enhancement
区块链(Blockchain)	https://github.com/cwence/python-api-tesing#%E5%8C%BA%E5%9D%97%E9%93%BEblockchain
CMS(Content Management Systems)	https://github.com/cwence/python-api-tesing#cmscontent-management-systems
缓存(Caching)	https://github.com/cwence/python-api-tesing#%E7%BC%93%E5%AD%98caching
自动聊天工具(ChatOps Tools)	https://github.com/cwence/python-api-tesing#%E8%87%AA%E5%8A%A8%E8%81%8A%E5%A4%A9%E5%B7%A5%E5%85%B7chatops-tools
代码分析和lint(Code Analysis)	https://github.com/cwence/python-api-tesing#%E4%BB%A3%E7%A0%81%E5%88%86%E6%9E%90%E5%92%8Clintcode-analysis
命令行工具(Command-line Tools)	https://github.com/cwence/python-api-tesing#%E5%91%BD%E4%BB%A4%E8%A1%8C%E5%B7%A5%E5%85%B7command-line-tools
命令行程序开发( Command-line Application Development)	https://github.com/cwence/python-api-tesing#%E5%91%BD%E4%BB%A4%E8%A1%8C%E7%A8%8B%E5%BA%8F%E5%BC%80%E5%8F%91-command-line-application-development
生产力工具(Productivity Tools)	https://github.com/cwence/python-api-tesing#%E7%94%9F%E4%BA%A7%E5%8A%9B%E5%B7%A5%E5%85%B7productivity-tools
兼容性(Compatibility)	https://github.com/cwence/python-api-tesing#%E5%85%BC%E5%AE%B9%E6%80%A7compatibility
计算机视觉(Computer Vision)	https://github.com/cwence/python-api-tesing#%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89computer-vision
并发和并行及异步与网络(Concurrency and Parallelism)	https://github.com/cwence/python-api-tesing#%E5%B9%B6%E5%8F%91%E5%92%8C%E5%B9%B6%E8%A1%8C%E5%8F%8A%E5%BC%82%E6%AD%A5%E4%B8%8E%E7%BD%91%E7%BB%9Cconcurrency-and-parallelism
配置(Configuration)	https://github.com/cwence/python-api-tesing#%E9%85%8D%E7%BD%AEconfiguration
加密(Cryptography)	https://github.com/cwence/python-api-tesing#%E5%8A%A0%E5%AF%86cryptography
数据分析(Data Analysis)	https://github.com/cwence/python-api-tesing#%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90data-analysis
数据验证(Data Validation)	https://github.com/cwence/python-api-tesing#%E6%95%B0%E6%8D%AE%E9%AA%8C%E8%AF%81data-validation
数据可视化(Data Visualization)	https://github.com/cwence/python-api-tesing#%E6%95%B0%E6%8D%AE%E5%8F%AF%E8%A7%86%E5%8C%96data-visualization
数据库(Database)	https://github.com/cwence/python-api-tesing#%E6%95%B0%E6%8D%AE%E5%BA%93database
数据库驱动(Database Drivers)	https://github.com/cwence/python-api-tesing#%E6%95%B0%E6%8D%AE%E5%BA%93%E9%A9%B1%E5%8A%A8database-drivers
日期和时间(Date and Time)	https://github.com/cwence/python-api-tesing#%E6%97%A5%E6%9C%9F%E5%92%8C%E6%97%B6%E9%97%B4date-and-time
调试工具(Debugging Tools)	https://github.com/cwence/python-api-tesing#%E8%B0%83%E8%AF%95%E5%B7%A5%E5%85%B7debugging-tools
深度学习(Deep Learning)	https://github.com/cwence/python-api-tesing#%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0deep-learning
DevOps工具(DevOps Tools)	https://github.com/cwence/python-api-tesing#devops%E5%B7%A5%E5%85%B7devops-tools
分发(Distribution)	https://github.com/cwence/python-api-tesing#%E5%88%86%E5%8F%91distribution
文档(Documentation)	https://github.com/cwence/python-api-tesing#%E6%96%87%E6%A1%A3documentation
下载器(Downloader)	https://github.com/cwence/python-api-tesing#%E4%B8%8B%E8%BD%BD%E5%99%A8downloader
电子商务(E-commerce)	https://github.com/cwence/python-api-tesing#%E7%94%B5%E5%AD%90%E5%95%86%E5%8A%A1e-commerce
编辑器插件(Editor Plugins and IDEs)	https://github.com/cwence/python-api-tesing#%E7%BC%96%E8%BE%91%E5%99%A8%E6%8F%92%E4%BB%B6editor-plugins-and-ides
电子邮件(Email)	https://github.com/cwence/python-api-tesing#%E7%94%B5%E5%AD%90%E9%82%AE%E4%BB%B6email
环境管理(Environment Management)	https://github.com/cwence/python-api-tesing#%E7%8E%AF%E5%A2%83%E7%AE%A1%E7%90%86environment-management
文件(Files)	https://github.com/cwence/python-api-tesing#%E6%96%87%E4%BB%B6files
外部函数接口(Foreign Function Interface)	https://github.com/cwence/python-api-tesing#%E5%A4%96%E9%83%A8%E5%87%BD%E6%95%B0%E6%8E%A5%E5%8F%A3foreign-function-interface
表单(Forms)	https://github.com/cwence/python-api-tesing#%E8%A1%A8%E5%8D%95forms
函数式编程(Functional Programming)	https://github.com/cwence/python-api-tesing#%E5%87%BD%E6%95%B0%E5%BC%8F%E7%BC%96%E7%A8%8Bfunctional-programming
图形用户界面(GUI)	https://github.com/cwence/python-api-tesing#%E5%9B%BE%E5%BD%A2%E7%94%A8%E6%88%B7%E7%95%8C%E9%9D%A2gui
游戏开发(Game Development)	https://github.com/cwence/python-api-tesing#%E6%B8%B8%E6%88%8F%E5%BC%80%E5%8F%91game-development
地理位置(Geolocation)	https://github.com/cwence/python-api-tesing#%E5%9C%B0%E7%90%86%E4%BD%8D%E7%BD%AEgeolocation
HTML操作(HTML Manipulation)	https://github.com/cwence/python-api-tesing#html%E6%93%8D%E4%BD%9Chtml-manipulation
HTTP	https://github.com/cwence/python-api-tesing#http
硬件(Hardware)	https://github.com/cwence/python-api-tesing#%E7%A1%AC%E4%BB%B6hardware
图像处理(Image Processing)	https://github.com/cwence/python-api-tesing#%E5%9B%BE%E5%83%8F%E5%A4%84%E7%90%86image-processing
实现(Implementations)	https://github.com/cwence/python-api-tesing#%E5%AE%9E%E7%8E%B0implementations
交互式Python解释器(Interactive Interpreter)	https://github.com/cwence/python-api-tesing#%E4%BA%A4%E4%BA%92%E5%BC%8Fpython%E8%A7%A3%E9%87%8A%E5%99%A8interactive-interpreter
国际化	https://github.com/cwence/python-api-tesing#%E5%9B%BD%E9%99%85%E5%8C%96
作业调度(Job Scheduler)	https://github.com/cwence/python-api-tesing#%E4%BD%9C%E4%B8%9A%E8%B0%83%E5%BA%A6job-scheduler
日志(Logging)	https://github.com/cwence/python-api-tesing#%E6%97%A5%E5%BF%97logging
机器学习	https://github.com/cwence/python-api-tesing#%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0
MapReduce	https://github.com/cwence/python-api-tesing#mapreduce
微软Windows	https://github.com/cwence/python-api-tesing#%E5%BE%AE%E8%BD%AFwindows
杂项	https://github.com/cwence/python-api-tesing#%E6%9D%82%E9%A1%B9
自然语言处理(Natural Language Processing)	https://github.com/cwence/python-api-tesing#%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86natural-language-processing
网络虚拟化(Network Virtualization)	https://github.com/cwence/python-api-tesing#%E7%BD%91%E7%BB%9C%E8%99%9A%E6%8B%9F%E5%8C%96network-virtualization
网络(Networking)	https://github.com/cwence/python-api-tesing#%E7%BD%91%E7%BB%9Cnetworking
动态消息	https://github.com/cwence/python-api-tesing#%E5%8A%A8%E6%80%81%E6%B6%88%E6%81%AF
ORM	https://github.com/cwence/python-api-tesing#orm
关系型数据库	https://github.com/cwence/python-api-tesing#%E5%85%B3%E7%B3%BB%E5%9E%8B%E6%95%B0%E6%8D%AE%E5%BA%93
NoSQL 数据库	https://github.com/cwence/python-api-tesing#nosql-%E6%95%B0%E6%8D%AE%E5%BA%93
其他	https://github.com/cwence/python-api-tesing#%E5%85%B6%E4%BB%96
包管理(Package Management)	https://github.com/cwence/python-api-tesing#%E5%8C%85%E7%AE%A1%E7%90%86package-management
包仓库	https://github.com/cwence/python-api-tesing#%E5%8C%85%E4%BB%93%E5%BA%93
RESTful API	https://github.com/cwence/python-api-tesing#restful-api
RPC服务器(RPC Servers)	https://github.com/cwence/python-api-tesing#rpc%E6%9C%8D%E5%8A%A1%E5%99%A8rpc-servers
科学(Science)	https://github.com/cwence/python-api-tesing#%E7%A7%91%E5%AD%A6science
搜索	https://github.com/cwence/python-api-tesing#%E6%90%9C%E7%B4%A2
序列化(Serialization)	https://github.com/cwence/python-api-tesing#%E5%BA%8F%E5%88%97%E5%8C%96serialization
无服务器框架(Serverless Frameworks	https://github.com/cwence/python-api-tesing#%E6%97%A0%E6%9C%8D%E5%8A%A1%E5%99%A8%E6%A1%86%E6%9E%B6serverless-frameworks
特殊文本格式处理(Specific Formats Processing)	https://github.com/cwence/python-api-tesing#%E7%89%B9%E6%AE%8A%E6%96%87%E6%9C%AC%E6%A0%BC%E5%BC%8F%E5%A4%84%E7%90%86specific-formats-processing
通用	https://github.com/cwence/python-api-tesing#%E9%80%9A%E7%94%A8
Office	https://github.com/cwence/python-api-tesing#office
PDF	https://github.com/cwence/python-api-tesing#pdf
Markdown	https://github.com/cwence/python-api-tesing#markdown
YAML	https://github.com/cwence/python-api-tesing#yaml
CSV	https://github.com/cwence/python-api-tesing#csv
静态网站生成器(Static Site Generator)	https://github.com/cwence/python-api-tesing#%E9%9D%99%E6%80%81%E7%BD%91%E7%AB%99%E7%94%9F%E6%88%90%E5%99%A8static-site-generator
标签(Tagging)	https://github.com/cwence/python-api-tesing#%E6%A0%87%E7%AD%BEtagging
模板引擎(Template Engine)	https://github.com/cwence/python-api-tesing#%E6%A8%A1%E6%9D%BF%E5%BC%95%E6%93%8Etemplate-engine
文本处理(Text Processing)	https://github.com/cwence/python-api-tesing#%E6%96%87%E6%9C%AC%E5%A4%84%E7%90%86text-processing
通用	https://github.com/cwence/python-api-tesing#%E9%80%9A%E7%94%A8-1
Slugify	https://github.com/cwence/python-api-tesing#slugify
解析器	https://github.com/cwence/python-api-tesing#%E8%A7%A3%E6%9E%90%E5%99%A8
第三方 API(Third-party APIs)	https://github.com/cwence/python-api-tesing#%E7%AC%AC%E4%B8%89%E6%96%B9-apithird-party-apis
URL处理(URL Manipulation)	https://github.com/cwence/python-api-tesing#url%E5%A4%84%E7%90%86url-manipulation
Video	https://github.com/cwence/python-api-tesing#video
WSGI 服务器(WSGI Servers)	https://github.com/cwence/python-api-tesing#wsgi-%E6%9C%8D%E5%8A%A1%E5%99%A8wsgi-servers
网页内容提取(Web Content Extracting)	https://github.com/cwence/python-api-tesing#%E7%BD%91%E9%A1%B5%E5%86%85%E5%AE%B9%E6%8F%90%E5%8F%96web-content-extracting
网络爬虫(Web Crawling)	https://github.com/cwence/python-api-tesing#%E7%BD%91%E7%BB%9C%E7%88%AC%E8%99%ABweb-crawling
Web 框架(Web Frameworks)	https://github.com/cwence/python-api-tesing#web-%E6%A1%86%E6%9E%B6web-frameworks
WebSocket	https://github.com/cwence/python-api-tesing#websocket
监控	https://github.com/cwence/python-api-tesing#%E7%9B%91%E6%8E%A7
Services	https://github.com/cwence/python-api-tesing#services
Continuous Integration	https://github.com/cwence/python-api-tesing#continuous-integration
Code Quality	https://github.com/cwence/python-api-tesing#code-quality
Resources	https://github.com/cwence/python-api-tesing#resources
Podcasts	https://github.com/cwence/python-api-tesing#podcasts
Twitter	https://github.com/cwence/python-api-tesing#twitter
Websites	https://github.com/cwence/python-api-tesing#websites
Weekly	https://github.com/cwence/python-api-tesing#weekly
持续更新	https://github.com/cwence/python-api-tesing#%E6%8C%81%E7%BB%AD%E6%9B%B4%E6%96%B0
Websites	https://github.com/cwence/python-api-tesing#websites-1
Weekly	https://github.com/cwence/python-api-tesing#weekly-1
	https://github.com/cwence/python-api-tesing#python测试开发库
	https://github.com/cwence/python-api-tesing#参考资料
https://github.com/vinta/awesome-python	https://github.com/vinta/awesome-python
https://github.com/atinfo/awesome-test-automation	https://github.com/atinfo/awesome-test-automation
https://westurner.github.io/wiki/awesome-python-testing	https://westurner.github.io/wiki/awesome-python-testing
	https://github.com/cwence/python-api-tesing#测试开发
	https://github.com/cwence/python-api-tesing#web-ui测试自动化
链接	https://github.com/cobrateam/splinter
链接	https://github.com/SeleniumHQ/selenium/tree/master/py
文档参考	https://china-testing.github.io/selenium_example5.html
链接	https://github.com/python-mechanize/mechanize
链接	https://github.com/miyakogi/pyppeteer
链接	https://github.com/yashaka/selene/
链接	https://github.com/hitchtest/hitch
链接	https://github.com/python-needle/needle
链接	https://github.com/seleniumbase/SeleniumBase
链接	https://github.com/pytest-dev/pytest-splinter
链接	https://github.com/AutomatedTester/browsermob-proxy-py
链接	https://github.com/cryzed/Selenium-Requests
	https://github.com/cwence/python-api-tesing#移动测试自动化
链接	https://github.com/appium/python-client
链接	https://github.com/xiaocong/uiautomator
链接	https://github.com/xiaocong/uiautomator
链接	https://github.com/openatx/uiautomator2
链接	https://github.com/openatx/facebook-wda2
	https://github.com/cwence/python-api-tesing#windows-ui测试自动化
链接	https://github.com/2gis/Winium.Desktop/
链接	https://github.com/asweigart/pyautogui
链接	https://github.com/msanders/autopy
链接	https://github.com/pywinauto/pywinauto/
链接	https://github.com/RaiMan/SikuliX-2014
	https://github.com/cwence/python-api-tesing#ui测试
链接	https://github.com/reclosedev/pyautocad
链接	http://www.sikuli.org
链接	https://developer.android.com/studio/test/monkeyrunner/index.html
链接	https://pypi.python.org/pypi/ldtp
链接	https://pypi.python.org/pypi/dogtail
链接	https://github.com/jacexh/pyautoit
	https://github.com/cwence/python-api-tesing#性能测试
软件测试专家工具包2性能测试	https://china-testing.github.io/testing_tools_perf.html
https://china-testing.github.io/testing_tools_perf.html	https://china-testing.github.io/testing_tools_perf.html
链接	http://funkload.nuxeo.org/
Locust.io	http://locust.io/
源码	https://github.com/locustio/locust
Bees with Machine Guns	https://github.com/newsapps/beeswithmachineguns
Multi-Mechanize	https://github.com/cgoldberg/multi-mechanize
链接	https://github.com/naver/ngrinder
链接	https://github.com/tarekziade/boom
	https://github.com/cwence/python-api-tesing#跨语言调用
python库介绍-jpype：python到java桥	https://china-testing.github.io/python3_lib_jpype1.html
python库介绍-pyjnius：访问java类	https://china-testing.github.io/python3_lib_pyjniu.html
python3外部库boost介绍用c++为python编写扩展	https://china-testing.github.io/python3_lib_boost.html
PyExecJS	https://github.com/doloopwhile/PyExecJS
C++11和Python桥	https://github.com/pybind/pybind11
	https://github.com/cwence/python-api-tesing#测试框架
pyresttest	https://github.com/svanoort/pyresttest
HttpRunner	https://github.com/HttpRunner/HttpRunner
augmented-traffic-control	https://github.com/facebook/augmented-traffic-control
链接	https://github.com/HypothesisWorks/hypothesis-python
链接	https://docs.python.org/2/library/unittest.html
链接	https://github.com/nestorsalceda/mamba
链接	https://github.com/nose-devs/nose
链接	https://github.com/nose-devs/nose2
链接	https://github.com/pytest-dev/pytest
参考	https://china-testing.github.io/python_pytest_testing1.html
链接	https://github.com/Yelp/Testify/
链接	http://twistedmatrix.com/trac/wiki/TwistedTrial
链接	https://github.com/robotframework/robotframework
链接	https://github.com/alibaba/macaca/blob/master/README.zh.md
链接	https://github.com/CleanCut/green
链接	https://github.com/tox-dev/tox
链接	https://github.com/sixpack/sixpack
链接	https://github.com/gabrielfalcao/lettuce
链接	https://github.com/heynemann/pyccuracy
链接	https://github.com/pytest-dev/pytest-bdd
链接	https://github.com/pytest-dev/pytest-html/
链接	https://github.com/txels/ddt
链接	https://github.com/behave/behave
链接	https://github.com/gabrielfalcao/lettuce
链接	https://github.com/nestorsalceda/mamba
链接	https://github.com/heynemann/pyvows
链接	https://github.com/hamcrest/PyHamcrest
链接	https://github.com/gabrielfalcao/sure
链接	https://github.com/FactoryBoy/factory_boy
	https://github.com/cwence/python-api-tesing#mock
链接	https://bitbucket.org/DavidVilla/python-doublex
链接	https://docs.python.org/3/library/unittest.mock.html
https://github.com/spulec/freezegun	https://github.com/spulec/freezegun
链接	https://github.com/patrys/httmock
链接	https://github.com/tox-dev/tox
链接	https://github.com/getsentry/responses
链接	https://github.com/kevin1024/vcrpy
链接	https://github.com/FactoryBoy/factory_boy
链接	https://github.com/klen/mixer
链接	https://github.com/vandersonmota/model_mommy
链接	https://github.com/joke2k/faker
链接	https://github.com/emirozer/fake2db
https://github.com/lk-geimfari/mimesis	https://github.com/lk-geimfari/mimesis
https://github.com/china-testing/python-api-tesing	https://github.com/china-testing/python-api-tesing
	https://github.com/cwence/python-api-tesing#其他测试工具
链接	https://bitbucket.org/ned/coveragepy
链接	https://github.com/ajalt/fuckitpy
链接	https://github.com/jmcarp/robobrowser
链接	https://github.com/MechanicalSoup/MechanicalSoup
链接	https://github.com/facebook/augmented-traffic-control
	https://github.com/cwence/python-api-tesing#持续交付
链接	https://github.com/buildbot/buildbot/
python库介绍-buildbot教程	https://china-testing.github.io/python3_lib_buildbot.html
链接	http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html
链接	https://github.com/platformio/platformio-core
链接	https://github.com/buildbot/buildbot/
链接	https://github.com/SCons/scons
链接	https://github.com/pycontribs/jenkinsapi
	https://github.com/cwence/python-api-tesing#测试工具对接
链接	https://github.com/pycontribs/jira
	https://github.com/cwence/python-api-tesing#awesome-python
	https://github.com/cwence/python-api-tesing#管理面板admin-panels
链接	https://github.com/ajenti/ajenti
链接	https://github.com/darklow/django-suit
链接	https://github.com/sshwsfc/xadmin
链接	https://github.com/flask-admin/flask-admin
链接	https://github.com/flask-admin/flask-admin
https://github.com/sehmaschine/django-grappelli	https://github.com/sehmaschine/django-grappelli
链接	https://github.com/wooey/wooey
	https://github.com/cwence/python-api-tesing#算法和设计模式algorithms-and-design-patterns
链接	https://github.com/keon/algorithms
链接	https://github.com/tylerlaberge/PyPattyrn
链接	https://github.com/faif/python-patterns
链接	https://github.com/grantjenks/sorted_containers/
	https://github.com/cwence/python-api-tesing#反病毒anti-spam
链接	https://github.com/mbi/django-simple-captcha
https://github.com/china-testing/python-api-tesing	https://github.com/china-testing/python-api-tesing
	https://github.com/cwence/python-api-tesing#资产管理asset-management
链接	https://github.com/django-compressor/django-compressor
链接	https://github.com/jazzband/django-pipeline
链接	https://github.com/jschneier/django-storages
链接	http://www.fanstatic.org/en/latest/intro.html
链接	https://github.com/wimleers/fileconveyor
链接	https://github.com/faif/python-patterns
链接	https://github.com/faif/python-patterns
链接	https://github.com/miracle2k/webassets
	https://github.com/cwence/python-api-tesing#音频audio
链接	https://github.com/danilobellini/audiolazy
链接	https://github.com/beetbox/audioread
链接	https://github.com/beetbox/beets
链接	https://github.com/worldveil/dejavu
链接	https://nedbatchelder.com/code/modules/id3reader.py
链接	https://github.com/globocom/m3u8
链接	https://github.com/bspaans/python-mingus
链接	https://github.com/quodlibet/mutagen
链接	https://github.com/tyiannak/pyAudioAnalysis
链接	https://github.com/jiaaro/pydub
链接	https://github.com/echonest/pyechonest
链接	https://github.com/miracle2k/webassets
链接	https://github.com/Parisson/TimeSide
链接	https://github.com/devsnd/tinytag
https://github.com/china-testing/python-api-tesing	https://github.com/china-testing/python-api-tesing
	https://github.com/cwence/python-api-tesing#认证authentication
链接	https://github.com/authomatic/authomatic
链接	https://github.com/pennersr/django-allauth
链接	https://github.com/evonove/django-oauth-toolkit
链接	https://github.com/caffeinehit/django-oauth2-provider
链接	https://github.com/lepture/flask-oauthlib
链接	https://github.com/idan/oauthlib
链接	https://github.com/joestump/python-oauth2
链接	https://github.com/python-social-auth/social-core
链接	https://github.com/litl/rauth
链接	https://github.com/demianbrecht/sanction
链接	https://github.com/jpadilla/pyjwt
链接	https://github.com/davedoesdev/python-jwt
	https://github.com/cwence/python-api-tesing#内置类增强built-in-classes-enhancement
dataclasses	https://docs.python.org/3/library/dataclasses.html
attrs	https://github.com/python-attrs/attrs
bidict	https://github.com/jab/bidict
Box	https://github.com/cdgriffith/Box
	https://github.com/cwence/python-api-tesing#区块链blockchain
blockchain	https://github.com/dvf/blockchain
bidict	https://github.com/jab/bidict
Box	https://github.com/cdgriffith/Box
	https://github.com/cwence/python-api-tesing#cmscontent-management-systems
链接	https://www.django-cms.org/en/
http://djedi-cms.org/	http://djedi-cms.org/
链接	https://github.com/feincms/feincms/
链接	https://github.com/Kotti/Kotti
链接	https://github.com/stephenmcd/mezzanine
https://github.com/opps/opps	https://github.com/opps/opps
链接	https://plone.org/
链接	https://github.com/quokkaproject/quokka
链接	https://github.com/wagtail/wagtail
链接	https://wid.gy/
	https://github.com/cwence/python-api-tesing#缓存caching
链接	https://github.com/bbangert/beaker
链接	https://github.com/grantjenks/python-diskcache/
链接	https://github.com/django-cache-machine/django-cache-machine
链接	https://github.com/Suor/django-cacheops
链接	http://dogpilecache.readthedocs.io/en/latest/
链接	https://bitbucket.org/saaj/hermes/
https://github.com/jmoiron/johnny-cache	https://github.com/jmoiron/johnny-cache
链接	https://github.com/lericson/pylibmc
	https://github.com/cwence/python-api-tesing#自动聊天工具chatops-tools
链接	https://github.com/errbotio/errbot/
	https://github.com/cwence/python-api-tesing#代码分析和lintcode-analysis
coala	https://github.com/coala/coala/
链接	https://github.com/scottrogowski/code2flow
链接	https://github.com/gak/pycallgraph
链接	https://gitlab.com/pycqa/flake8
black	https://github.com/ambv/black
链接	https://github.com/PyCQA/pylint
链接	https://github.com/klen/pylama
链接	https://github.com/google/yapf
链接	https://github.com/klen/pylama/blob/develop/docs/index.rst
链接	https://github.com/hhatto/autopep8
链接	https://github.com/python/mypy
链接	https://github.com/PyCQA/pycodestyle
prospector	https://github.com/PyCQA/prospector
pyre-check	https://github.com/facebook/pyre-check
	https://github.com/cwence/python-api-tesing#命令行工具command-line-tools
	https://github.com/cwence/python-api-tesing#命令行程序开发-command-line-application-development
链接	https://github.com/peterbrittain/asciimatics
链接	https://github.com/datafolklabs/cement/
链接	https://github.com/pallets/click
链接	https://git.openstack.org/cgit/openstack/cliff
链接	https://github.com/kennethreitz/clint
链接	https://github.com/tartley/colorama
链接	https://github.com/docopt/docopt
链接	https://github.com/chriskiehl/Gooey
链接	https://github.com/google/python-fire
链接	https://github.com/jonathanslenders/python-prompt-toolkit
链接	https://github.com/Russell91/pythonpy
	https://github.com/cwence/python-api-tesing#生产力工具productivity-tools
链接	https://github.com/aws/aws-cli
链接	https://github.com/glamp/bashplotlib
链接	https://github.com/brettcannon/caniusepython3
链接	https://github.com/brettcannon/caniusepython3
链接	https://github.com/sloria/doitlive
链接	https://github.com/gleitz/howdoi
链接	https://github.com/jakubroztocil/httpie
链接	https://github.com/facebook/PathPicker
链接	https://github.com/mooz/percol
链接	https://github.com/donnemartin/saws
链接	https://github.com/nvbn/thefuck
链接	https://github.com/dbcli/mycli
链接	https://github.com/dbcli/pgcli
链接	https://github.com/timofurrer/try
	https://github.com/cwence/python-api-tesing#兼容性compatibility
链接	https://github.com/PythonCharmers/python-future
https://github.com/mitsuhiko/python-modernize	https://github.com/mitsuhiko/python-modernize
链接	https://github.com/benjaminp/six
	https://github.com/cwence/python-api-tesing#计算机视觉computer-vision
链接	https://opencv.org/
2018最佳人工智能图像处理工具OpenCV书籍下载	https://www.jianshu.com/p/62a32f108341
链接	https://github.com/openpaperwork/pyocr
链接	https://github.com/madmaze/pytesseract
文档	https://china-testing.github.io/python3_lib_pytesseract.html
链接	https://github.com/sightmachine/SimpleCV
	https://github.com/cwence/python-api-tesing#并发和并行及异步与网络concurrency-and-parallelism
链接	https://docs.python.org/2/library/multiprocessing.html
链接	https://docs.python.org/2/library/threading.html
链接	https://github.com/eventlet/eventlet/
链接	https://github.com/gevent/gevent
链接	https://github.com/madisonmay/Tomorrow
链接	https://github.com/MagicStack/uvloop
链接	https://docs.python.org/3/library/asyncio.html
链接	https://github.com/aio-libs/aiohttp
链接	https://github.com/dabeaz/curio
链接	https://github.com/quantmind/pulsar
链接	https://github.com/zeromq/pyzmq/blob/master/docs/source/index.rst
链接	https://github.com/twisted/twisted
链接	https://github.com/dieseldev/diesel
链接	https://github.com/tornadoweb/tornado/blob/master/docs/index.rst
链接	https://github.com/python-trio/trio
链接	https://github.com/napalm-automation/napalm
链接	https://github.com/smira/txZMQ
	https://github.com/cwence/python-api-tesing#配置configuration
链接	https://pypi.python.org/pypi/config
链接	https://github.com/DiffSK/configobj
链接	https://docs.python.org/2/library/configparser.html
链接	https://bitbucket.org/dhagrow/profig/
链接	https://github.com/henriquebastos/python-decouple
	https://github.com/cwence/python-api-tesing#加密cryptography
链接	https://github.com/pyca/cryptography/blob/master/docs/index.rst
链接	https://github.com/paramiko/paramiko/
链接	https://bitbucket.org/ecollins/passlib/overview
链接	https://github.com/dlitz/pycrypto
链接	https://github.com/pyca/pynacl
	https://github.com/cwence/python-api-tesing#数据分析data-analysis
链接	https://github.com/blaze/blaze
链接	https://github.com/mining/mining
链接	https://github.com/biolab/orange3
链接	https://github.com/pandas-dev/pandas
facets	https://github.com/PAIR-code/facets
链接	https://github.com/wesm/pydata-book
利用Python进行数据分析·第2版	https://www.jianshu.com/p/ac7bec000dad
	https://github.com/cwence/python-api-tesing#数据验证data-validation
链接	https://github.com/pyeve/cerberus/
链接	https://github.com/Pylons/colander/blob/master/docs/index.rst
链接	https://github.com/Julian/jsonschema
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/schematics/schematics
链接	https://github.com/podio/valideer
链接	https://github.com/alecthomas/voluptuous
	https://github.com/cwence/python-api-tesing#数据可视化data-visualization
awesome-javascript	https://github.com/sorrycc/awesome-javascript#data-visualization
链接	https://github.com/matplotlib/matplotlib
链接	https://github.com/bokeh/bokeh
英文快速入门	http://bokeh.pydata.org/en/latest/docs/user_guide/quickstart.html
中文快速入门	https://github.com/DonaldDai/Bokeh-CN
链接	https://github.com/yhat/ggpy
plotnine	https://github.com/has2k1/plotnine
Dash	https://plot.ly/dash/
awesome-dash	https://github.com/ucg8j/awesome-dash
链接	https://github.com/plotly/plotly.py
链接	https://github.com/pyecharts/pyecharts
链接	https://github.com/Kozea/pygal/blob/master/docs/index.rst
链接	https://github.com/pygraphviz/pygraphviz
链接	https://github.com/pyqtgraph/pyqtgraph
链接	https://github.com/jiffyclub/snakeviz/
链接	https://github.com/wrobstory/vincent
链接	https://github.com/vispy/vispy
链接	https://github.com/altair-viz/altair
链接	https://github.com/bloomberg/bqplot
链接	https://github.com/mwaskom/seaborn
plotly.py	https://github.com/plotly/plotly.py
A Dramatic Tour through Python’s Data Visualization Landscape (including ggplot and Altair)	https://dsaber.com/2016/10/02/a-dramatic-tour-through-pythons-data-visualization-landscape-including-ggplot-and-altair/
Python data visualization: Comparing 7 tools	https://www.dataquest.io/blog/python-data-visualization-libraries/
10 Useful Python Data Visualization Libraries for Any Discipline	https://blog.modeanalytics.com/python-data-visualization-libraries/
Overview of Python Visualization Tools	http://pbpython.com/visualization-tools-1.html
Effectively Using Matplotlib	http://pbpython.com/effective-matplotlib.html
pyecharts + notebook	https://www.kesci.com/apps/home/project/5a01adce60680b295c19deb4
Bokeh vs Dash	https://blog.sicara.com/bokeh-dash-best-dashboard-framework-python-shiny-alternative-c5b576375f7f
01+ Resources to Learn Data Science	http://code-love.com/2017/05/27/learn-data-science/
chinese	http://www.dianyue.me/archives/498/y4xzcivaqf7shw5n/
	https://github.com/cwence/python-api-tesing#数据库database
链接	https://github.com/patx/pickledb
链接	https://github.com/pipelinedb/pipelinedb
链接	https://github.com/msiemens/tinydb
链接	https://github.com/zopefoundation/zodb/blob/master/doc/index.rst
	https://github.com/cwence/python-api-tesing#数据库驱动database-drivers
链接	https://sourceforge.net/projects/mysql-python/
链接	https://github.com/PyMySQL/PyMySQL
链接	https://pypi.python.org/pypi/mysql-connector-python
链接	http://initd.org/psycopg/
链接	https://github.com/gmr/queries
链接	https://github.com/wulczer/txpostgres
链接	https://rogerbinns.github.io/apsw/
链接	https://github.com/pudo/dataset
链接	https://github.com/datastax/python-driver
链接	https://github.com/wbolster/happybase
链接	https://github.com/wbolster/plyvel
链接	https://github.com/pycassa/pycassa
链接	https://github.com/mongodb/mongo-python-driver
链接	https://github.com/andymccurdy/redis-py
链接	https://github.com/driftx/Telephus
链接	https://github.com/driftx/Telephus
	https://github.com/cwence/python-api-tesing#日期和时间date-and-time
链接	https://github.com/crsmithdev/arrow
链接	https://github.com/KoffeinFlummi/Chronyk
链接	https://github.com/dateutil/dateutil
链接	https://github.com/myusuf3/delorean/
链接	https://github.com/zachwill/moment
链接	https://github.com/sdispater/pendulum
链接	https://github.com/shinux/PyTime
链接	https://git.launchpad.net/pytz
链接	https://github.com/dirn/When.py
链接	https://github.com/dirn/When.py
	https://github.com/cwence/python-api-tesing#调试工具debugging-tools
链接	https://github.com/cool-RR/PySnooper/
介绍	https://www.jianshu.com/p/5e9b79673f39
链接	https://github.com/gotcha/ipdb
链接	https://bitbucket.org/antocuni/pdb/
链接	https://github.com/inducer/pudb
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
链接	https://github.com/cwence/python-api-tesing/blob/master
	https://github.com/cwence/python-api-tesing#深度学习deep-learning
awesome-deep-learning	https://github.com/ChristosChristofidis/awesome-deep-learning
2018最佳机器学习工具书及下载(持续更新)	https://www.jianshu.com/p/e32fb5827acf
Caffe	https://github.com/BVLC/caffe
Keras	https://github.com/fchollet/keras
MXNet	https://github.com/dmlc/mxnet
Neupy	http://neupy.com/pages/home.html
Pytorch	http://pytorch.org/
Serpent.AI	https://github.com/SerpentAI/SerpentAI
TensorFlow	https://github.com/tensorflow/tensorflow
Theano	https://github.com/Theano/Theano
Shogun	https://github.com/shogun-toolbox/shogun/
CNTK	https://github.com/Microsoft/CNTK/tree/master/bindings/python
sqlflow	https://github.com/sql-machine-learning/sqlflow
	https://github.com/cwence/python-api-tesing#devops工具devops-tools
Ansible	https://github.com/ansible/ansible
Cloud-Init	http://cloudinit.readthedocs.io/en/latest/
cuisine	https://github.com/sebastien/cuisine
Docker Compose	https://github.com/docker/compose
Docker	https://www.docker.com/
Fabric	https://github.com/fabric/fabric/
Fabtools	https://github.com/fabtools/fabtools
honcho	https://github.com/nickstenning/honcho
https://github.com/ddollar/foreman)，用于管理基于Procfile的应用程序。	https://github.com/ddollar/foreman)%EF%BC%8C%E7%94%A8%E4%BA%8E%E7%AE%A1%E7%90%86%E5%9F%BA%E4%BA%8EProcfile%E7%9A%84%E5%BA%94%E7%94%A8%E7%A8%8B%E5%BA%8F%E3%80%82
nova	https://github.com/openstack/nova
swift	https://github.com/openstack/swift
pexpect	https://github.com/pexpect/pexpect
psutil	https://github.com/giampaolo/psutil
SaltStack	https://github.com/saltstack/salt
supervisor	https://github.com/Supervisor/supervisor
官网	https://bitbucket.org/haard/gitapi
官网	https://bitbucket.org/haard/hgapi
Foreman	https://github.com/ddollar/foreman
Procfile	https://devcenter.heroku.com/articles/procfile
官网	https://github.com/nickstenning/honcho
	https://github.com/cwence/python-api-tesing#分发distribution
链接	https://github.com/pyinstaller/pyinstaller
链接	https://github.com/spotify/dh-virtualenv
链接	https://github.com/kayhayen/Nuitka
链接	https://bitbucket.org/ronaldoussoren/py2app
链接	https://sourceforge.net/projects/py2exe/files/py2exe/0.6.9/
链接	https://github.com/takluyver/pynsist/blob/master/doc/index.rst
	https://github.com/cwence/python-api-tesing#文档documentation
链接	https://github.com/sphinx-doc/sphinx/
链接	https://github.com/yoloseem/awesome-sphinxdoc
链接	https://github.com/mkdocs/mkdocs/
链接	https://github.com/BurntSushi/pdoc
链接	https://github.com/pycco-docs/pycco
链接	https://github.com/rtfd/readthedocs.org/
	https://github.com/cwence/python-api-tesing#下载器downloader
链接	https://github.com/s3tools/s3cmd
链接	https://github.com/bloomreach/s4cmd
链接	https://github.com/soimort/you-get
链接	http://rg3.github.io/youtube-dl/
	https://github.com/cwence/python-api-tesing#电子商务e-commerce
链接	https://github.com/django-oscar/django-oscar/
链接	https://github.com/awesto/django-shop
链接	https://github.com/stephenmcd/cartridge
链接	https://www.shuup.com/
链接	https://github.com/lxneng/alipay
链接	https://github.com/agiliq/merchant
链接	https://github.com/carlospalol/money
链接	https://github.com/MicroPyramid/forex-python
链接	https://github.com/mirumee/saleor
	https://github.com/cwence/python-api-tesing#编辑器插件editor-plugins-and-ides
链接	https://github.com/jorgenschaefer/elpy
链接	https://github.com/srusskih/SublimeJEDI
链接	https://github.com/DamnWidget/anaconda
链接	https://github.com/Valloric/YouCompleteMe
链接	https://github.com/davidhalter/jedi-vim
链接	https://github.com/python-mode/python-mode
链接	https://github.com/Microsoft/PTVS
https://wingware.com/	https://wingware.com/
链接	https://www.jetbrains.com/pycharm/
链接	http://www.liclipse.com/
链接	https://github.com/spyder-ide/spyder
链接	https://www.activestate.com/komodo-ide/python-editor
	https://github.com/cwence/python-api-tesing#电子邮件email
链接	https://pypi.python.org/pypi/mailer
链接	https://github.com/tomekwojcik/envelopes/
链接	https://github.com/mailgun/flanker
链接	https://github.com/martinrusev/imbox
链接	https://github.com/kennethreitz/inbox.py
链接	https://github.com/nylas/sync-engine
链接	https://github.com/zedshaw/lamson
链接	https://github.com/marrow/mailer
链接	https://github.com/modoboa/modoboa
链接	https://pypi.python.org/pypi/pyzmail
链接	https://github.com/mailgun/talon
链接	https://github.com/kootenpv/yagmail
链接	https://github.com/nylas/sync-engine
	https://github.com/cwence/python-api-tesing#环境管理environment-management
链接	https://github.com/pypa/pipenv
链接	https://github.com/qw3rtman/p
链接	https://github.com/pyenv/pyenv
链接	https://docs.python.org/3/library/venv.html
链接	https://github.com/pypa/virtualenv/
链接	https://bitbucket.org/virtualenvwrapper/virtualenvwrapper
	https://github.com/cwence/python-api-tesing#文件files
链接	https://docs.python.org/2/library/imghdr.html
链接	https://docs.python.org/2/library/mimetypes.html
链接	https://github.com/jaraco/path.py
链接	https://docs.python.org/dev/library/pathlib.html
链接	https://github.com/ahupp/python-magic
链接	https://github.com/mikeorr/Unipath
链接	https://github.com/gorakhargosh/watchdog
	https://github.com/cwence/python-api-tesing#外部函数接口foreign-function-interface
链接	https://bitbucket.org/cffi/cffi
链接	https://docs.python.org/2/library/ctypes.html
链接	https://github.com/inducer/pycuda
链接	http://www.swig.org/Doc1.3/Python.html
	https://github.com/cwence/python-api-tesing#表单forms
链接	https://github.com/Pylons/deform
链接	https://github.com/dyve/django-bootstrap3
django-bootstrap4	https://github.com/zostera/django-bootstrap4
链接	https://github.com/dyve/django-bootstrap3
链接	https://github.com/WiserTogether/django-remote-forms
链接	https://github.com/wtforms/wtforms
	https://github.com/cwence/python-api-tesing#函数式编程functional-programming
链接	https://github.com/pytoolz/cytoolz/
链接	https://github.com/kachayev/fn.py
链接	https://github.com/Suor/funcy
链接	https://github.com/pytoolz/toolz
链接	https://github.com/justquick/django-activity-stream
链接	https://github.com/tschellenbach/Stream-Framework
	https://github.com/cwence/python-api-tesing#图形用户界面gui
链接	https://docs.python.org/3/library/curses.html
链接	https://github.com/ChrisKnott/Eel
链接	https://github.com/nucleic/enaml
链接	https://github.com/kivy/kivy
链接	https://bitbucket.org/pyglet/
链接	https://riverbankcomputing.com/software/pyqt/intro
链接	https://wiki.qt.io/PySide
链接	https://wiki.python.org/moin/TkInter
PySimpleGUI	https://github.com/PySimpleGUI/PySimpleGUI
链接	https://github.com/pybee/toga
链接	https://github.com/urwid/urwid
链接	https://github.com/wxWidgets/Phoenix/
链接	https://wiki.gnome.org/Projects/PyGObject
链接	https://github.com/flexxui/flexx
	https://github.com/cwence/python-api-tesing#游戏开发game-development
Cocos2d	https://github.com/los-cocos/cocos
Panda3D	https://www.panda3d.org/
Pygame	http://www.pygame.org/news.html
PyOgre	http://www.ogre3d.org/tikiwiki/PyOgre
PyOpenGL	http://pyopengl.sourceforge.net/
PySDL2	https://pysdl2.readthedocs.io
RenPy	https://github.com/renpy/renpy
Harfang3D	http://www.harfang3d.com
	https://github.com/cwence/python-api-tesing#地理位置geolocation
django-countries	https://github.com/SmileyChris/django-countries
GeoDjango	https://docs.djangoproject.com/en/dev/ref/contrib/gis/
GeoIP	https://github.com/maxmind/geoip-api-python
geojson	https://github.com/frewsxcv/python-geojson
geopy	https://github.com/geopy/geopy
pygeoip	https://github.com/appliedsec/pygeoip
	https://github.com/cwence/python-api-tesing#html操作html-manipulation
BeautifulSoup	https://www.crummy.com/software/BeautifulSoup/bs4/doc/
bleach	https://github.com/mozilla/bleach
cssutils	https://pypi.python.org/pypi/cssutils/
html5lib	https://github.com/html5lib/html5lib-python
lxml	http://lxml.de/
MarkupSafe	https://github.com/pallets/markupsafe
pyquery	https://github.com/gawel/pyquery
untangle	https://github.com/stchris/untangle
WeasyPrint	https://github.com/Kozea/WeasyPrint
xmldataset	https://xmldataset.readthedocs.io/en/latest/
官网	https://github.com/xhtml2pdf/xhtml2pdf
xmltodict	https://github.com/martinblech/xmltodict
	https://github.com/cwence/python-api-tesing#http
官网	https://github.com/aio-libs/aiohttp
官网	http://docs.python-requests.org/en/latest/
官网	https://github.com/kennethreitz/grequests
官网	https://github.com/jcgregorio/httplib2
官网	https://github.com/twisted/treq
官网	https://github.com/shazow/urllib3
	https://github.com/cwence/python-api-tesing#硬件hardware
ino	http://inotool.org/
Arduino	https://www.arduino.cc/
keyboard	https://github.com/boppreh/keyboard
鼠标	https://github.com/boppreh/mouse
Pingo	https://github.com/pingo-io/pingo-py
PyUserInput	https://github.com/SavinaRoja/PyUserInput
scapy	https://github.com/secdev/scapy
thrift-tools	https://github.com/pinterest/thrift-tools
官网	https://github.com/mitmproxy/mitmproxy
wifi	https://github.com/rockymeza/wifi
官网	http://pyrorobotics.com/
官网	https://github.com/SavinaRoja/PyUserInput
	https://github.com/cwence/python-api-tesing#图像处理image-processing
pillow	http://hao.jobbole.com/pillow/
PIL	http://www.pythonware.com/products/pil/
官网	http://pillow.readthedocs.org/en/latest/
python库介绍-图像处理工具pillow中文文档-手册(2018 5.*)	https://china-testing.github.io/python3_lib_pil.html
官网	https://github.com/rossgoodwin/hmap
官网	https://sourceforge.net/projects/imgseek/
官网	https://github.com/hhatto/nude.py
官网	https://pythonhosted.org/pyBarcode/
官网	https://github.com/ajkumar25/pygram
官网	https://github.com/lincolnloop/python-qrcode
官网	https://github.com/fogleman/Quads
官网	http://scikit-image.org/
官网	https://github.com/thumbor/thumbor
MagickWand	http://www.imagemagick.org/script/magick-wand.php
官网	https://github.com/dahlia/wand
官网	https://github.com/ageitgey/face_recognition
pagan	https://github.com/daboth/pagan
opencv-python	https://github.com/skvark/opencv-python
imutils	https://github.com/jrosebr1/imutils
word_cloud	https://github.com/amueller/word_cloud
	https://github.com/cwence/python-api-tesing#实现implementations
CLPython	https://github.com/metawilm/cl-python
CPython	https://github.com/python/cpython
Cython	http://cython.org/
Grumpy	https://github.com/google/grumpy
IronPython	https://github.com/IronLanguages/ironpython3
Jython	https://hg.python.org/jython
MicroPython	https://github.com/micropython/micropython
Numba	https://github.com/numba/numba/
PeachPy	https://github.com/Maratyszcza/PeachPy
Pyjion	https://github.com/Microsoft/Pyjion
PyPy	https://bitbucket.org/pypy/pypy
PySec	https://github.com/ebranca/owasp-pysec
Pyston	https://github.com/dropbox/pyston
Stackless Python	https://github.com/stackless-dev/stackless/wiki
	https://github.com/cwence/python-api-tesing#交互式python解释器interactive-interpreter
bpython	https://github.com/bpython/bpython
IPython	https://github.com/ipython/ipython
Jupyter Notebook	https://github.com/jupyter/jupyter
ptpython	https://github.com/jonathanslenders/ptpython
https://github.com/jonathanslenders/python-prompt-toolkit	https://github.com/jonathanslenders/python-prompt-toolkit
	https://github.com/cwence/python-api-tesing#国际化
Babel	https://github.com/python-babel/babel
PyICU	https://github.com/ovalhub/pyicu
ICU	http://site.icu-project.org/
	https://github.com/cwence/python-api-tesing#作业调度job-scheduler
APScheduler	https://github.com/agronholm/apscheduler
django-schedule	https://github.com/thauber/django-schedule
doit	http://pydoit.org/
gunnery	https://github.com/gunnery/gunnery
Joblib	http://pythonhosted.org/joblib/index.html
plan	https://github.com/fengsp/plan
schedule	https://github.com/dbader/schedule
Spiff	https://github.com/knipknap/SpiffWorkflow
TaskFlow	https://github.com/openstack/taskflow
官方	https://github.com/apache/incubator-airflow
	https://github.com/cwence/python-api-tesing#日志logging
Eliot	https://github.com/ScatterHQ/eliot
logbook	https://github.com/getlogbook/logbook
logging	https://docs.python.org/2/library/logging.html
raven	https://github.com/getsentry/raven-python
	https://github.com/cwence/python-api-tesing#机器学习
awesome-machine-learning	https://github.com/josephmisiti/awesome-machine-learning#python
Metrics	https://github.com/benhamner/Metrics
NuPIC	https://github.com/numenta/nupic
scikit-learn	http://scikit-learn.org/
Spark ML	http://spark.apache.org/docs/latest/ml-guide.html
Apache Spark	http://spark.apache.org/
vowpal_porpoise	https://github.com/josephreisinger/vowpal_porpoise
https://github.com/JohnLangford/vowpal_wabbit/)。	https://github.com/JohnLangford/vowpal_wabbit/)%E3%80%82
xgboost	https://github.com/dmlc/xgboost
	https://github.com/cwence/python-api-tesing#mapreduce
PySpark	https://github.com/apache/spark
dpark	http://hao.jobbpysimdjsonole.com/dpark/
官网	https://github.com/douban/dpark
官网	https://github.com/klbostee/dumbo
luigi	https://github.com/spotify/luigi
mrjob	https://github.com/Yelp/mrjob
streamparse	https://github.com/Parsely/streamparse
Apache Storm	http://storm.apache.org/
dask	https://github.com/dask/dask
Ray	https://github.com/ray-project/ray/
faust	https://github.com/robinhood/faust
Kafka Streams	https://kafka.apache.org/documentation/streams/
streamparse	https://github.com/Parsely/streamparse
Apache Storm	http://storm.apache.org/
	https://github.com/cwence/python-api-tesing#微软windows
Python(x，y)	http://python-xy.github.io/
pythonlibs	http://www.lfd.uci.edu/~gohlke/pythonlibs/
PythonNet	https://github.com/pythonnet/pythonnet
PyWin32	https://sourceforge.net/projects/pywin32/
WinPython	https://winpython.github.io/
	https://github.com/cwence/python-api-tesing#杂项
官网	https://github.com/jek/blinker
官网	https://github.com/pallets/itsdangerous
官网	https://github.com/mitsuhiko/pluginbase
官网	https://github.com/PacketPerception/pychievements
Tryton	http://hao.jobbole.com/tryton/
官网	http://www.tryton.org/
	https://github.com/cwence/python-api-tesing#自然语言处理natural-language-processing
连接	https://github.com/nltk/nltk
官网	https://github.com/fxsjy/jieba
官网	https://github.com/saffsd/langid.py
官网	https://github.com/clips/pattern
官网	https://github.com/isnowfy/snownlp
官网	http://textblob.readthedocs.org/en/latest/
官网	https://github.com/2shou/TextGrocery
官网	https://github.com/thunlp/THULAC-Python
gensim	https://github.com/RaRe-Technologies/gensim
spaCy	https://github.com/explosion/spaCy
PyTorch-NLP	https://github.com/PetrochukM/PyTorch-NLP
StanfordNLP	https://github.com/stanfordnlp/stanfordnlp
	https://github.com/cwence/python-api-tesing#网络虚拟化network-virtualization
官网	http://mininet.org/
官网	https://github.com/noxrepo/pox
官网	https://github.com/frenetic-lang/pyretic
官网	https://github.com/sdn-ixp/internet2award
官网	http://ryu.readthedocs.io/en/latest/
	https://github.com/cwence/python-api-tesing#网络networking
官网	https://docs.python.org/3/library/asyncio.html
Twisted	https://github.com/twisted/twisted
官网	https://twistedmatrix.com/trac/
官网	https://github.com/quantmind/pulsar
官网	https://github.com/dieseldev/diesel
官网	http://zeromq.github.io/pyzmq/
官网	https://github.com/gaojiuli/toapi
官网	https://github.com/smira/txZMQ
NAPALM	https://github.com/napalm-automation/napalm
	https://github.com/cwence/python-api-tesing#动态消息
官网	https://github.com/justquick/django-activity-stream
官网	https://github.com/tschellenbach/Stream-Framework
	https://github.com/cwence/python-api-tesing#orm
	https://github.com/cwence/python-api-tesing#关系型数据库
链接	https://docs.djangoproject.com/en/dev/topics/db/models/
链接	http://www.sqlalchemy.org/
链接	https://github.com/justquick/django-activity-stream
https://github.com/coleifer/peewee	https://github.com/coleifer/peewee
链接	https://github.com/ponyorm/pony/
链接	http://python-sql.tryton.org/
	https://github.com/cwence/python-api-tesing#nosql-数据库
链接	https://github.com/django-nonrel/mongodb-engine
链接	https://aws.amazon.com/cn/dynamodb/
链接	https://github.com/stevearc/flywheel
链接	https://github.com/MongoEngine/mongoengine
链接	https://github.com/stephenmcd/hot-redis
链接	https://github.com/kiddouk/redisco
	https://github.com/cwence/python-api-tesing#其他
链接	https://github.com/terrible-ideas/butterdb
链接	https://github.com/pudo/dataset
	https://github.com/cwence/python-api-tesing#包管理package-management
链接	https://github.com/pypa/pip/
pypi	https://pypi.python.org/pypi
链接	https://github.com/conda/conda/
链接	https://github.com/clarete/curdling
链接	https://github.com/jazzband/pip-tools
链接	https://github.com/meshy/pythonwheels
	https://github.com/cwence/python-api-tesing#包仓库
链接	https://github.com/pypa/warehouse
链接	https://pypi.org/
链接	https://bitbucket.org/pypa/bandersnatch
链接	https://github.com/devpi/devpi/
链接	https://github.com/mvantellingen/localshop
Carteblanche	https://github.com/neuman/python-carteblanche/
django-guardian	https://github.com/django-guardian/django-guardian
django-rules	https://github.com/dfunckt/django-rules
delegator.py	https://github.com/kennethreitz/delegator.py
Subprocesses	https://docs.python.org/3.6/library/subprocess.html
sarge	http://sarge.readthedocs.io/en/latest/
sh	https://github.com/amoffat/sh
celery	http://www.celeryproject.org/
huey	https://github.com/coleifer/huey
mrq	https://github.com/pricingassistant/mrq
rq	http://python-rq.org/
simpleq	https://github.com/rdegges/simpleq
annoy	https://github.com/spotify/annoy
fastFM	https://github.com/ibayer/fastFM
implicit	https://github.com/benfred/implicit
libffm	https://github.com/guestwalk/libffm
LightFM	https://github.com/lyst/lightfm
surprise	http://surpriselib.com
TensorRec	https://github.com/jfkirk/tensorrec
	https://github.com/cwence/python-api-tesing#restful-api
django-rest-framework	http://www.django-rest-framework.org/
django-tastypie	http://tastypieapi.org/
eve	https://github.com/pyeve/eve
flask-api-utils	https://github.com/marselester/flask-api-utils
flask-api	http://www.flaskapi.org/
flask-restful	https://github.com/flask-restful/flask-restful
flask-restless	https://github.com/jfinkels/flask-restless
cornice	https://github.com/Cornices/cornice
falcon	http://falconframework.org/
hug	https://github.com/timothycrosley/hug
restless	https://github.com/toastdriven/restless
ripozo	https://github.com/vertical-knowledge/ripozo
sandman	https://github.com/jeffknupp/sandman
apistar	https://github.com/encode/apistar
	https://github.com/cwence/python-api-tesing#rpc服务器rpc-servers
SimpleJSONRPCServer	https://github.com/joshmarshall/jsonrpclib/
SimpleXMLRPCServer	https://docs.python.org/3/library/xmlrpc.server.html
zeroRPC	https://github.com/0rpc/zerorpcpython
ZeroMQ	http://zeromq.org/
	https://github.com/cwence/python-api-tesing#科学science
astropy	http://www.astropy.org/
bcbio-nextgen	https://github.com/chapmanb/bcbio-nextgen
bccb	https://github.com/chapmanb/bcbb
Biopython	https://github.com/biopython/biopython
cclib	http://cclib.github.io/
Color	http://colour-science.org/
NetworkX	https://networkx.github.io/
NIPY	http://nipy.org
NumPy	http://www.numpy.org/
Open Babel	http://openbabel.org/wiki/Main_Page
ObsPy	https://github.com/obspy/obspy/wiki/
PyDy	http://www.pydy.org/
PyMC	https://github.com/pymc-devs/pymc3
RDKit	http://www.rdkit.org/
SciPy	https://www.scipy.org/
statsmodels	https://github.com/statsmodels/statsmodels
SymPy	https://github.com/sympy/sympy
Zipline	https://github.com/quantopian/zipline
SimPy	https://bitbucket.org/simpy/simpy
	https://github.com/cwence/python-api-tesing#搜索
django-haystack	https://github.com/django-haystack/django-haystack
elasticsearch-dsl-py	https://github.com/elastic/elasticsearch-dsl-py
elasticsearch-py	https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html
www.elastic.co/products/elasticsearch)。	http://www.elastic.co/products/elasticsearch)。
elasticsearch-dsl-py	https://github.com/elastic/elasticsearch-dsl-py
pysolr	https://github.com/django-haystack/pysolr
solrpy	https://github.com/edsu/solrpy
http://lucene.apache.org/solr/)。	http://lucene.apache.org/solr/)%E3%80%82
Whoosh	http://whoosh.readthedocs.io/en/latest/
	https://github.com/cwence/python-api-tesing#序列化serialization
marshmallow	https://github.com/marshmallow-code/marshmallow
pysimdjson	https://github.com/TkTech/pysimdjson
simdjson	https://github.com/lemire/simdjson
python-rapidjson	https://github.com/python-rapidjson/python-rapidjson
RapidJSON	https://github.com/Tencent/rapidjson
	https://github.com/cwence/python-api-tesing#无服务器框架serverless-frameworks
python-lambda	https://github.com/nficano/python-lambda
Zappa	https://github.com/Miserlou/Zappa
	https://github.com/cwence/python-api-tesing#特殊文本格式处理specific-formats-processing
	https://github.com/cwence/python-api-tesing#通用
链接	https://github.com/kennethreitz/tablib
	https://github.com/cwence/python-api-tesing#office
链接	https://github.com/brianray/mm
链接	https://bitbucket.org/openpyxl/openpyxl
链接	https://github.com/python-openxml/python-docx
链接	https://github.com/dagwieers/unoconv
链接	https://github.com/jmcnamara/XlsxWriter
链接	https://github.com/zoomeranalytics/xlwings
链接	https://github.com/python-excel/xlrd
链接	https://pypi.python.org/pypi/relatorio
链接	https://github.com/pyexcel/pyexcel
参考资料	https://www.zhihu.com/question/20366713
PyXLL	http://www.opentradingsystem.com/PythonForExcel/main.html
	https://github.com/cwence/python-api-tesing#pdf
链接	https://github.com/euske/pdfminer
链接	https://github.com/mstamy2/PyPDF2
链接	http://www.reportlab.com/opensource/
	https://github.com/cwence/python-api-tesing#markdown
链接	https://github.com/lepture/mistune
链接	https://github.com/waylan/Python-Markdown
链接	https://github.com/trentm/python-markdown2
	https://github.com/cwence/python-api-tesing#yaml
链接	https://github.com/yaml/pyyaml
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https://github.com/eudicots/Cactus	https://github.com/eudicots/Cactus
Hyde	http://hyde.github.io/
Lektor	https://www.getlektor.com/
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Pelican	https://blog.getpelican.com/
Tinkerer	http://tinkerer.me/
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Mako	http://www.makotemplates.org/
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链接	https://github.com/LuminosoInsight/python-ftfy
链接	https://github.com/davidaurelio/hashids-python
链接	https://github.com/seatgeek/fuzzywuzzy
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链接	https://bitbucket.org/birkenfeld/pygments-main
链接	https://sourceforge.net/projects/pyparsing/
链接	https://github.com/derek73/python-nameparser
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链接	https://github.com/andialbrecht/sqlparse
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链接	https://github.com/realpython/list-of-python-api-wrappers
链接	https://github.com/apache/libcloud
链接	https://github.com/boto/boto3
链接	https://github.com/istrategylabs/django-wordpress
链接	https://github.com/mobolic/facebook-sdk
链接	https://github.com/jgorset/facepy
链接	https://github.com/charlierguo/gmail
链接	https://github.com/google/google-api-python-client
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链接	https://github.com/gruns/furl
链接	https://github.com/codeinthehole/purl
链接	https://github.com/ellisonleao/pyshorteners
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链接	https://github.com/unbit/uwsgi-docs/blob/master/index.rst
链接	https://github.com/jonashaag/bjoern
链接	https://github.com/william-os4y/fapws3
链接	https://github.com/mopemope/meinheld
链接	https://github.com/hivesolutions/netius
链接	https://bitbucket.org/ianb/paste
链接	https://github.com/Pylons/waitress/blob/master/docs/index.rst
链接	https://github.com/pallets/werkzeug
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链接	https://github.com/michaelhelmick/lassie
链接	https://github.com/coleifer/micawber
链接	https://github.com/codelucas/newspaper
链接	https://github.com/erikriver/opengraph
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2018最佳人工智能数据采集(爬虫)工具书下载	https://www.jianshu.com/p/8fb0d209491c
链接	https://github.com/scrapy/scrapy
链接	https://github.com/chineking/cola
链接	https://github.com/matiasb/demiurge
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链接	https://github.com/lorien/grab/
链接	https://github.com/MechanicalSoup/MechanicalSoup
链接	https://github.com/scrapinghub/portia
链接	https://github.com/binux/pyspider
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链接	https://github.com/Pylons/pyramid/
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链接	https://github.com/bottlepy/bottle
链接	https://github.com/cherrypy/cherrypy
链接	https://github.com/channelcat/sanic
链接	https://github.com/webpy/webpy/tree/master
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链接	https://github.com/web2py/web2py
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链接	https://github.com/crossbario/autobahn-python
链接	https://github.com/crossbario/crossbar/
链接	https://github.com/django/channels
链接	https://github.com/stephenmcd/django-socketio
链接	https://github.com/Lawouach/WebSocket-for-Python
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python应用性能监控工具简介	https://china-testing.github.io/python_monitor.html
https://china-testing.github.io/python_monitor.html	https://china-testing.github.io/python_monitor.html
sentry	https://github.com/getsentry/sentry
https://sentry.io	https://sentry.io
Graphite	https://github.com/graphite-project/graphite-web/blob/master/docs/overview.rst
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awesome-CIandCD	https://github.com/ciandcd/awesome-ciandcd#online-build-system
CircleCI	https://circleci.com/
Travis CI	https://travis-ci.org
private	https://travis-ci.com
Vexor CI	https://vexor.io
Wercker	http://www.wercker.com/
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Codacy	https://www.codacy.com/
Codecov	https://codecov.io/
CodeFactor	https://www.codefactor.io/
Landscape	https://landscape.io/
PEP 8 Speaks	https://pep8speaks.com/
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From Python Import Podcast	http://frompythonimportpodcast.com/
Podcast.init	https://podcastinit.com/
Python Bytes	https://pythonbytes.fm
Python Testing	http://pythontesting.net
Radio Free Python	http://radiofreepython.com/
Talk Python To Me	https://talkpython.fm/
Test and Code	https://testandcode.com/
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Awesome Python @LibHunt	https://python.libhunt.com/
Django Packages	https://djangopackages.org/
Full Stack Python	https://www.fullstackpython.com/
Python Cheatsheet	https://www.pythoncheatsheet.org/
Python Hackers	http://www.oss.io/open-source/
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Python 开发社区	https://www.ctolib.com/python/
Real Python	https://realpython.com
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Сообщество Python Программистов	https://python-scripts.com/
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CodeTengu Weekly 碼天狗週刊	https://weekly.codetengu.com/
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Pycoder's Weekly	http://pycoders.com/
Python Weekly	http://www.pythonweekly.com/
Python Tricks	https://realpython.com/python-tricks/
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Django Packages	https://djangopackages.org/
Full Stack Python	https://www.fullstackpython.com/
Python Cheatsheet	https://www.pythoncheatsheet.org/
Python Hackers	http://www.oss.io/open-source/
Python ZEEF	https://python.zeef.com/alan.richmond
Python 开发社区	https://www.ctolib.com/python/
Real Python	https://realpython.com
Trending Python repositories on GitHub today	https://github.com/trending?l=python
Сообщество Python Программистов	https://python-scripts.com/
	https://github.com/cwence/python-api-tesing#weekly-1
CodeTengu Weekly 碼天狗週刊	https://weekly.codetengu.com/
Import Python Newsletter	http://importpython.com/newsletter/
Pycoder's Weekly	http://pycoders.com/
Python Weekly	http://www.pythonweekly.com/
Python Tricks	https://realpython.com/python-tricks/
https://china-testing.github.io/	https://china-testing.github.io/
www.jianshu.com/u/69f40328d4f0	https://www.jianshu.com/u/69f40328d4f0
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Contributors	https://github.com/cwence/python-api-tesing/graphs/contributors
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Contact	https://support.github.com?tags=dotcom-footer

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