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【量化基础】python学习资料汇总
[p=30, 2, left]此文是量化投资协会成员之前在人大经济论坛上总结的，现在分享给大家。[/p]一、Python与量化金融[p=30, 2, left]在量化投资领域，获取数据、整理数据、模型计算、数据图形化均可以用python实现；而且Python强大的库功能使其非常适合做quant类工作的语言，进而逐渐成为科学计算方面的统治级语言；IPython，pandas等重量级神器更是为Quant类工作量身定做；以后python在量化投资中的地位会越来越重要。[/p]二、Python基础教程[list=1][*][p=30, 2, left]计算机编程导论—Python程序设计 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4146279-1-1.html]http://bbs.pinggu.org/thread-4146279-1-1.html10[/url][/p][*][p=30, 2, left]图灵程序设计丛书：Python开发实战 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4146214-1-1.html]http://bbs.pinggu.org/thread-4146214-1-1.html4[/url][/p][*][p=30, 2, left]ProfessionalPython [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4138218-1-1.html]【程序软件系列】Professional Python[/url][/p][*][p=30, 2, left]ThinkPython：How to Think Like a Computer Scientist [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4138102-1-1.html]【程序软件系列】Think Python: How to Think Like a Computer Scientist (第二版)[/url][/p][*][p=30, 2, left]PythonData Visualization Cookbook [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4135554-1-1.html]【程序软件系列】Python Data Visualization Cookbook （第二版）[/url][/p][*][p=30, 2, left]TkinterGUI Application Development Blueprints（python） [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4131104-1-1.html]http://bbs.pinggu.org/thread-4131104-1-1.html1[/url][/p][*][p=30, 2, left]LearnPython 3.0 Visually [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4115937-1-1.html]Learn Python 3.0 Visually[/url][/p][*][p=30, 2, left]用Python进行数据分析 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3826731-1-1.html]http://bbs.pinggu.org/thread-3826731-1-1.html5[/url][/p][*][p=30, 2, left]Python入门教材 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4112291-1-1.html]http://bbs.pinggu.org/thread-4112291-1-1.html6[/url][/p][*][p=30, 2, left]StanfordNumpy模块快速入门教程 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4112282-1-1.html]http://bbs.pinggu.org/thread-4112282-1-1.html2[/url][/p][*][p=30, 2, left]编写高质量代码 改善Python程序的91个建议 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4106180-1-1.html]http://bbs.pinggu.org/thread-4106180-1-1.html2[/url][/p][*][p=30, 2, left]Python高级编程 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4005284-1-1.html]http://bbs.pinggu.org/thread-4005284-1-1.html4[/url][/p][*][p=30, 2, left]Python编程金典 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4005250-1-1.html]《Phthon编程金典》[/url][/p][*][p=30, 2, left]【经典教材系列】PythonData Science Cookbook [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4002971-1-1.html]http://bbs.pinggu.org/thread-4002971-1-1.html1[/url][/p][*][p=30, 2, left]【程序软件系列】PythonProgramming by Example [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4002795-1-1.html]http://bbs.pinggu.org/thread-4002795-1-1.html1[/url][/p][*][p=30, 2, left]PythonProgramming Guide—Learn Python in 24 hours or less [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3986492-1-1.html]Python Programming Guide[/url][/p][*][p=30, 2, left]【程序软件系列】Introductionto Computational Models with Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3974103-1-1.html]http://bbs.pinggu.org/thread-3974103-1-1.html1[/url][/p][*][p=30, 2, left]PythonData Analytics [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3946480-1-1.html][歡迎上傳]Python Data Analytics[/url][/p][*][p=30, 2, left]【2015】 Mastering Python Scientific Computing [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3940282-1-1.html]【2015】 Mastering Python Scientific Computing[/url][/p][*][p=30, 2, left]【经典教材系列】NumericalPython：A Practical Techniques Approach for Industry[url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3929317-1-1.html]http://bbs.pinggu.org/thread-3929317-1-1.html2[/url][/p][*][p=30, 2, left]MasteringPython for Data Science [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3885203-1-1.html]Mastering Python for Data Science[/url][/p][*][p=30, 2, left]A Concise Introduction to Programming in Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3705095-1-1.html]A Concise Introduction to Programming in Python[/url][/p][*][p=30, 2, left]Python中文学习大本营，值得推荐的Python学习网站 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3907881-1-1.html]http://bbs.pinggu.org/thread-3907881-1-1.html8[/url][/p][*][p=30, 2, left]MasteringPython High Performance [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3906787-1-1.html]Mastering Python High Performance[/url][/p][*][p=30, 2, left]DoingMath with Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3901962-1-1.html]http://bbs.pinggu.org/thread-3901962-1-1.html1[/url][/p][*][p=30, 2, left]Python数据分析基础教程：NumPy学习指南 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3897083-1-1.html]http://bbs.pinggu.org/thread-3897083-1-1.html8[/url][/p][*][p=30, 2, left]PythonParallel Programming Cookbook [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3886193-1-1.html]【经典教材系列】Python Parallel Programming Cookbook[/url][/p][*][p=30, 2, left]IPythonNotebook Essentials [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3518256-1-1.html]IPython Notebook Essentials[/url][/p][*][p=30, 2, left]PythonScripting for Computational Science [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3235065-1-1.html]本书论坛首发《Python Scripting for Computational Science》[/url][/p][*][p=30, 2, left]FunctionalProgramming in Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3619487-1-1.html][Python书籍]Functional Python Programming[/url][/p][*][p=30, 2, left]AnIntroduction to Python and Computer Programming [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3807779-1-1.html]An Introduction to Python and Computer Programming[/url][/p][*][p=30, 2, left]AStudent’s Guide to Python for Physical Modeling [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3787343-1-1.html]A Student's Guide to Python for Physical Modeling[/url][/p][*][p=30, 2, left]PythonAlgorithms: Mastering Basic Algorithms in the Python Language [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3734368-1-1.html]Python Algorithms: Mastering Basic Algorithms in the Python Language[/url][/p][*][p=30, 2, left][Python书籍]PracticalData Analysis with Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3628314-1-1.html][Python书籍]Practical Data Analysis with Python[/url][/p][*][p=30, 2, left][Python书籍]IntroducingPython: Modern Computing in Simple Packages [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3619247-1-1.html][Python书籍]Introducing Python:Modern Computing in Simple Packages[/url][/p][*][p=30, 2, left][Python书籍]NumericalMethods in Engineering with Python[Python中的数值算法][url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3608822-1-1.html][Python书籍]Numerical Methods in Engineering with Python[Python中的数值算法][/url][/p][*][p=30, 2, left][Python合集]With Python Serial(Python语言系列丛书打包下载) [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3596010-1-1.html][Python合集]With Python Serial(Python语言系列丛书打包下载)[/url][/p][*][p=30, 2, left]Python技术书籍集合 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3546562-1-1.html]http://bbs.pinggu.org/thread-3546562-1-1.html1[/url][/p][/list]三、Python量化投资教程[list=1][*][p=30, 2, left]Python入门、量化策略、量化知识总结帖 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4407025-1-1.html]http://bbs.pinggu.org/thread-4407025-1-1.html15[/url][/p][*][p=30, 2, left]JoinQuantPython交易策略 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4439664-1-1.html]http://bbs.pinggu.org/thread-4439664-1-1.html4[/url][/p][*][p=30, 2, left]量化小讲堂—Python、Pandas系列—使用wind接口在A股进行自动交易 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4200692-1-1.html]http://bbs.pinggu.org/thread-4200692-1-1.html5[/url][/p][*][p=30, 2, left]Python for Finance Analyze BigFinancial Data [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4199127-1-1.html]http://bbs.pinggu.org/thread-4199127-1-1.html1[/url][/p][*][p=30, 2, left]Python for Quants [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4136505-1-1.html]http://bbs.pinggu.org/thread-4136505-1-1.html1[/url][/p][*][p=30, 2, left]量化交易入门书：Python for Finance Analyze [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4000394-1-1.html]http://bbs.pinggu.org/thread-4000394-1-1.html6[/url][/p][*][p=30, 2, left]【代码分享】Python for Finance代码 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3953167-1-1.html]http://bbs.pinggu.org/thread-3953167-1-1.html3[/url][/p][*][p=30, 2, left]【2015】 Python Machine Learning [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3940295-1-1.html]http://bbs.pinggu.org/thread-3940295-1-1.html1[/url][/p][*][p=30, 2, left]Python量化模块padans [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3896971-1-1.html]http://bbs.pinggu.org/thread-3896971-1-1.html1[/url][/p][*][p=30, 2, left]【经典教材系列】DerivativesAnalytics with Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3878074-1-1.html]http://bbs.pinggu.org/thread-3878074-1-1.html1[/url][/p][*][p=30, 2, left]BuildingMachine Learning Systems with Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3116914-1-1.html][好书推荐]Building Machine Learning Systems with Python[/url][/p][*][p=30, 2, left]【经典教材系列】LearningData Mining with Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3854126-1-1.html]【经典教材系列】 Learning Data Mining with Python[/url][/p][*][p=30, 2, left]PythonPandas 速成手册与机器学习网站推荐 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3853505-1-1.html]http://bbs.pinggu.org/thread-3853505-1-1.html2[/url][/p][*][p=30, 2, left]利用Python进行数据分析书中源程序 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3827416-1-1.html]利用Python进行数据分析 书中源程序_python数据分析[/url][/p][*][p=30, 2, left]英文原版python及R金融量化书籍及代码 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3788822-1-1.html]http://bbs.pinggu.org/thread-3788822-1-1.html2[/url][/p][*][p=30, 2, left]【量化小讲堂-Python、pandas技巧系列】如何快速上手使用Python进行金融数据分析[url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3749855-1-1.html]http://bbs.pinggu.org/thread-3749855-1-1.html5[/url][/p][*][p=30, 2, left]【量化小讲堂-Python、pandas技巧系列】历史数据告诉你：KDJ指标选股有效吗？ [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3705599-1-1.html]http://bbs.pinggu.org/thread-3705599-1-1.html2[/url][/p][*][p=30, 2, left]MasteringPython for Finance by James Ma Weiming [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3701255-1-1.html][Python金融]Mastering Python for Finance by James Ma Weiming[/url][/p][*][p=30, 2, left][Python]在Python中利用Pandas库处理大数据的简单介绍 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3655940-1-1.html]http://bbs.pinggu.org/thread-3655940-1-1.html1[/url][/p][*][p=30, 2, left]【量化小讲堂 -Python、pandas技巧系列】计算创业板平均市盈率 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3655032-1-1.html]【量化小讲堂[/url][/p][*][p=30, 2, left]【量化小讲堂 -python & pandas技巧系列】使用python计算移动平均线 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3631776-1-1.html]【量化小讲堂[/url][/p][*][p=30, 2, left][PythonLib]11个你可能不知道的Python库 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3629597-1-1.html]http://bbs.pinggu.org/thread-3629597-1-1.html1[/url][/p][*][p=30, 2, left][Python策略与安装]基于Python的免费股票数据接口TuShare的使用 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3622610-1-1.html]http://bbs.pinggu.org/thread-3622610-1-1.html1[/url][/p][*][p=30, 2, left]书已免费，新增习题答案，Python在计量经济学中的应用 Python for Econometrics [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3229959-1-1.html]书已免费，新增习题答案，Python在计量经济学中的应用 Python for Econometrics,[/url][/p][*][p=30, 2, left]Python for Finance（文字版）o'reilly丛书 及Python源代码 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3134726-1-1.html]http://bbs.pinggu.org/thread-3134726-1-1.html2[/url][/p][*][p=30, 2, left]FinancialModelling in Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-1037703-1-1.html]http://bbs.pinggu.org/thread-1037703-1-1.html1[/url][/p][/list]四、Python公开课视频[list=1][*][p=30, 2, left]优矿量化投资视频学习课程 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4148202-1-1.html]http://bbs.pinggu.org/thread-4148202-1-1.html3[/url][/p][*][p=30, 2, left]计算机科学（视频教程-python-算法） [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-4121814-1-1.html]计算机科学（视频教程[/url][/p][*][p=30, 2, left]Ricequant【量化策略】在线课堂 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3914946-1-1.html]http://bbs.pinggu.org/thread-3914946-1-1.html1[/url][/p][/list][p=30, 2, left]4.【史上最全Python视频重磅发布】 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3810465-1-1.html]http://bbs.pinggu.org/thread-3810465-1-1.html6[/url][/p][list=1][*][p=30, 2, left]Python基础教程（crossin全60课） [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3782163-1-1.html]http://bbs.pinggu.org/thread-3782163-1-1.html1[/url][/p][*][p=30, 2, left][Python视频公开课]程序设计入门—Python [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3630490-1-1.html][Python视频公开课]程序设计入门[/url][/p][*][p=30, 2, left]MIT的python入门课程附百度盘 [url=https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/thread-3531551-1-1.html]http://bbs.pinggu.org/thread-3531551-1-1.html1[/url][/p][*][p=30, 2, left]优矿UQER量化：[url=https://link.zhihu.com/?target=https%3A//uqer.io/community/]优矿[/url][/p][*][p=30, 2, left]实验楼Python课程：[url=https://link.zhihu.com/?target=https%3A//www.shiyanlou.com/course][font=a][size=0px]https://www.[/size][/font]shiyanlou.com/course[/url] ... free=yes&tag=Python[/p][/list][p=30, 2, left]欢迎大家积极补充好的Python量化投资资料！[/p]
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