Python for MATLAB Development (1 ed)

Python for MATLAB Development: Extend MATLAB with 300,000+ Modules from the Python Package Index 1st Edition

MATLAB can run Python code!

Python for MATLAB Development shows you how to enhance MATLAB with Python solutions to a vast array of computational problems in science, engineering, optimization, statistics, finance, and simulation. It is three books in one:

• A thorough Python tutorial that leverages your existing MATLAB knowledge with a comprehensive collection of MATLAB/Python equivalent expressions
• A reference guide to setting up and managing a Python environment that integrates cleanly with MATLAB
• A collection of recipes that demonstrate Python solutions invoked directly from MATLAB

This book shows how to call Python functions to enhance MATLAB's capabilities. Specifically, you'll see how Python helps MATLAB:

• Run faster with numba
  
• Distribute work to a compute cluster with Dask
  
• Find symbolic solutions to integrals, derivatives, and series summations with SymPy
  
• Overlay data on maps with Cartopy
  
• Solve mixed-integer linear programming problems with PuLP
  
• Interact with Redis via pyredis, PostgreSQL via psycopg2, and MongoDB via pymongo
  
• Read and write file formats that are not natively understood by MATLAB, such as SQLite, YAML, and ini