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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. Getting Started
3. An Introductory Example
4. Functions
5. Python Essentials
6. OOP I: Objects and Names
7. OOP II: Building Classes

The Scientific Libraries

8. Python for Scientific Computing
9. NumPy
10. Matplotlib
11. SciPy
12. Pandas

High Performance Computing

13. Numba
14. Parallelization
15. JAX

Advanced Python Programming

16. Writing Good Code
17. More Language Features
18. Debugging and Handling Errors

Other

19. Troubleshooting
20. Execution Statistics

QuantEcon

Lecture (PDF)
Book (PDF)

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