finelybook
Python for MATLAB Development: Extend MATLAB with 300,000+ Modules from the Python Package Index
Author: Albert Danial
Publisher Finelybook 出版社: : Apress; 1st ed. edition (April 12, 2022)
Language 语言: English
pages 页数: 728 pages
ISBN-10 书号: 1484272226
ISBN-13 书号: : 9781484272220
Book Description
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 Author: MATLAB, such as SQLite, YAML, and ini
