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Python Programming for Economics and Finance

Thomas J. Sargent & John Stachurski

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Creative Commons License – This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International.

Contents

Introduction to Python

1. About Python
2. Setting up Your Python Environment
3. An Introductory Example
4. Functions
5. Python Essentials
6. OOP I: Introduction to Object Oriented Programming
7. OOP II: Building Classes

The Scientific Libraries

8. Python for Scientific Computing
9. NumPy
10. Matplotlib
11. SciPy
12. Numba
13. Parallelization
14. Pandas

Advanced Python Programming

15. Writing Good Code
16. More Language Features
17. Debugging

Other

18. Troubleshooting
19. Execution Statistics

QuantEcon

Lecture (PDF)
Book (PDF)

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