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Python for MATLAB Development

Name: Python for MATLAB Development
Author: Albert Danial

Extend MATLAB with 300,000+ Modules from the Python Package Index

Albert Danial

PDF

ca. 66,99 €

Apress

Naturwissenschaften, Medizin, Informatik, Technik / Programmiersprachen

Beschreibung

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