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

This book 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 comprehensiv...

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Hlavní autor: Danial, Albert
Médium: E-kniha
Jazyk:angličtina
Vydáno: Berkeley, CA Apress, an imprint of Springer Nature 2022
Apress
Apress L. P
Vydání:1
Témata:
Computer games
Computer programming
Computer Science
Computer Science, general
COMPUTERS
Engineering mathematics
Numerical analysis
Professional and Applied Computing
Professional Computing
Programming
Programming Languages
Python
Python (Computer program language)
Simulation and Modeling
Software Engineering
ISBN:9781484272220, 1484272226, 1484272234, 9781484272237
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Shrnutí:This book 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.
ISBN:9781484272220
1484272226
1484272234
9781484272237
DOI:10.1007/978-1-4842-7223-7