[Transfer] Summary of python learning materials (continue to add...)

Others 2021-03-30 04:13:55 views: null

[Quantitative basis] Python learning materials summary

This article was summarized by the members of the Quantitative Investment Association at the People's Congress Economic Forum before, and now I will share it with you.

1. Python and quantitative finance

In the field of quantitative investment, data acquisition, data sorting, model calculation, and data graphics can all be implemented with python; and the powerful library functions of Python make it very suitable for quant-type work languages, and gradually become the dominant language in scientific computing. ; IPython, pandas and other heavyweight artifacts are tailor-made for Quant work; in the future, python's position in quantitative investment will become more and more important.

Two, Python basic tutorial

  1. Introduction to Computer Programming-Python Programming  http://bbs.pinggu.org/thread-4146279-1-1.html10

  2. Turing Programming Series: Python development combat  http://bbs.pinggu.org/thread-4146214-1-1.html4

  3. ProfessionalPython  [program software series] Professional Python

  4. ThinkPython: How to Think Like a Computer Scientist  [Program Software Series] Think Python: How to Think Like a Computer Scientist (Second Edition)

  5. PythonData Visualization Cookbook  [Program Software Series] Python Data Visualization Cookbook (Second Edition)

  6. TkinterGUI Application Development Blueprints（python） http://bbs.pinggu.org/thread-4131104-1-1.html1

  7. LearnPython 3.0 Visually Learn Python 3.0 Visually

  8. Data analysis with Python  http://bbs.pinggu.org/thread-3826731-1-1.html5

  9. Python introductory textbook  http://bbs.pinggu.org/thread-4112291-1-1.html6

  10. StanfordNumpy module quick start tutorial  http://bbs.pinggu.org/thread-4112282-1-1.html2

  11. 91 suggestions for writing high-quality code and improving Python programs  http://bbs.pinggu.org/thread-4106180-1-1.html2

  12. Python advanced programming  http://bbs.pinggu.org/thread-4005284-1-1.html4

  13. Python programming classic  "Phthon programming classic"

  14. [Classic textbook series] PythonData Science Cookbook  http://bbs.pinggu.org/thread-4002971-1-1.html1

  15. [Program Software Series] PythonProgramming by Example  http://bbs.pinggu.org/thread-4002795-1-1.html1

  16. PythonProgramming Guide—Learn Python in 24 hours or less Python Programming Guide

  17. [Program Software Series] Introduction to Computational Models with Python  http://bbs.pinggu.org/thread-3974103-1-1.html1

  18. PythonData Analytics  [Welcome to upload]Python Data Analytics

  19. 【2015】 Mastering Python Scientific Computing 【2015】 Mastering Python Scientific Computing

  20. [Classic textbook series] NumericalPython: A Practical Techniques Approach for Industry  http://bbs.pinggu.org/thread-3929317-1-1.html2

  21. MasteringPython for Data Science Mastering Python for Data Science

  22. A Concise Introduction to Programming in Python A Concise Introduction to Programming in Python

  23. Python Chinese learning base camp, a recommended Python learning website  http://bbs.pinggu.org/thread-3907881-1-1.html8

  24. MasteringPython High Performance Mastering Python High Performance

  25. DoingMath with Python http://bbs.pinggu.org/thread-3901962-1-1.html1

  26. Python data analysis basic tutorial: NumPy learning guide  http://bbs.pinggu.org/thread-3897083-1-1.html8

  27. PythonParallel Programming Cookbook  [classic textbook series] Python Parallel Programming Cookbook

  28. IPythonNotebook Essentials IPython Notebook Essentials

  29. "Python Scripting for Computational Science" first published on the book forum of PythonScripting for Computational Science 

  30. FunctionalProgramming in Python [Python书籍]Functional Python Programming

  31. AnIntroduction to Python and Computer Programming An Introduction to Python and Computer Programming

  32. AStudent’s Guide to Python for Physical Modeling A Student's Guide to Python for Physical Modeling

  33. PythonAlgorithms: Mastering Basic Algorithms in the Python Language Python Algorithms: Mastering Basic Algorithms in the Python Language

  34. [Python book]  Practical Data Analysis with Python [Python book] Practical Data Analysis with Python

  35. [Python书籍]IntroducingPython: Modern Computing in Simple Packages [Python书籍]Introducing Python:Modern Computing in Simple Packages

  36. [Python books] Numerical Methods in Engineering with Python[Numerical Algorithms in Python ]  [Python Books] Numerical Methods in Engineering with Python[Numerical Algorithms in Python]

  37. [Python Collection] With Python Serial (Package Download of Python Language Series Books)  [Python Collection] With Python Serial (Package Download of Python Language Series Books)

  38. Python technical book collection  http://bbs.pinggu.org/thread-3546562-1-1.html1

Three, Python quantitative investment tutorial

  1. Python entry, quantitative strategy, quantitative knowledge summary post  http://bbs.pinggu.org/thread-4407025-1-1.html15

  2. JoinQuantPython trading strategy  http://bbs.pinggu.org/thread-4439664-1-1.html4

  3. Quantitative lecture hall-Python, Pandas series-use the wind interface to automate trading in A shares  http://bbs.pinggu.org/thread-4200692-1-1.html5

  4. Python for Finance Analyze BigFinancial Data http://bbs.pinggu.org/thread-4199127-1-1.html1

  5. Python for Quants  http://bbs.pinggu.org/thread-4136505-1-1.html1

  6. Introduction to Quantitative Trading: Python for Finance Analyze  http://bbs.pinggu.org/thread-4000394-1-1.html6

  7. [Code Sharing] Python for Finance code  http://bbs.pinggu.org/thread-3953167-1-1.html3

  8. 【2015】 Python Machine Learning http://bbs.pinggu.org/thread-3940295-1-1.html1

  9. Python quantization module padans  http://bbs.pinggu.org/thread-3896971-1-1.html1

  10. [Classic textbook series] DerivativesAnalytics with Python  http://bbs.pinggu.org/thread-3878074-1-1.html1

  11. BuildingMachine Learning Systems with Python [好书推荐]Building Machine Learning Systems with Python

  12. [Classic Textbook Series] LearningData Mining with Python  [Classic Textbook Series] Learning Data Mining with Python

  13. PythonPandas Crash Manual and machine learning website recommendation  http://bbs.pinggu.org/thread-3853505-1-1.html2

  14. Use Python for data analysis, the source program in the book,  use Python for data analysis, the source program in the book _python data analysis

  15. English original python and R financial quantitative books and codes  http://bbs.pinggu.org/thread-3788822-1-1.html2

  16. [Quantitative Lecture-Python, Pandas Skills Series] How to quickly use Python for financial data analysis  http://bbs.pinggu.org/thread-3749855-1-1.html5

  17. [Quantitative Lecture-Python, Pandas Skills Series] Historical data tells you: Is KDJ index stock selection effective? http://bbs.pinggu.org/thread-3705599-1-1.html2

  18. MasteringPython for Finance by James Ma Weiming [Python金融]Mastering Python for Finance by James Ma Weiming

  19. [Python] A brief introduction to using the Pandas library to process big data in Python  http://bbs.pinggu.org/thread-3655940-1-1.html1

  20. [Quantitative lecture hall-Python, pandas skills series] Calculating the average price-earnings ratio of the GEM  [Quantitative lecture hall

  21. [Quantitative lecture hall-python & pandas skills series] Use python to calculate the moving average  [quantitative lecture hall

  22. [PythonLib] 11 Python libraries you may not know  http://bbs.pinggu.org/thread-3629597-1-1.html1

  23. [Python strategy and installation] Use of TuShare, a free stock data interface based on Python  http://bbs.pinggu.org/thread-3622610-1-1.html1

  24. The book is free, with new answers to exercises, the application of Python in econometrics, Python for Econometrics, the  book is free, new answers to exercises, the application of Python in econometrics, Python for Econometrics,

  25. Python for Finance (text version) o'reilly series of books and Python source code  http://bbs.pinggu.org/thread-3134726-1-1.html2

  26. FinancialModelling in Python http://bbs.pinggu.org/thread-1037703-1-1.html1

Four, Python open class video

  1. Excellent mining quantitative investment video learning course  http://bbs.pinggu.org/thread-4148202-1-1.html3

  2. Computer Science (Video Tutorial-python-Algorithm)  Computer Science (Video Tutorial

  3. Ricequant [Quantization Strategy] Online Class  http://bbs.pinggu.org/thread-3914946-1-1.html1

4. [Heavy release of the most complete Python video in history]  http://bbs.pinggu.org/thread-3810465-1-1.html6

  1. Python basic course (crossin 60 courses)  http://bbs.pinggu.org/thread-3782163-1-1.html1

  2. [Python Video Open Course] Introduction to Programming—  Python [Python Video Open Course] Introduction to Programming

  3. MIT's python introductory course with Baidu disk  http://bbs.pinggu.org/thread-3531551-1-1.html1

  4. UQER quantification of excellent mine : excellent mine

  5. Laboratory building Python course: https://www.shiyanlou.com/course  ... free=yes&tag=Python

Welcome everyone to actively supplement good Python quantitative investment materials!

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