Sargent T. Python Programming for Economics and Finance 2023

Textbook in PDF format

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Introduction to Python
About Python
Getting Started
An Introductory Example
Functions
Python Essentials
OOP I: Objects and Names
OOP II: Building Classes
Writing Longer Programs
The Scientific Libraries
Python for Scientific Computing
NumPy
Matplotlib
SciPy
Pandas
SymPy
High Performance Computing
Numba
Parallelization
JAX
Advanced Python Programming
Writing Good Code
More Language Features
Debugging and Handling Errors
Other
Troubleshooting
Execution Statistics