Sargent T.J., Stachurski J. Python Programming for Economics and Finance

QuantEcon, 2023. - 365 p.QuantEcon is a nonprofit organization dedicated to the development and documentation of open-source computational tools for economics, econometrics, and decision-making.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.True PDF