Python for MATLAB Development : Extend MATLAB with 300,000+ Modules from the Python Package Index / by Albert Danial.

Format:

Book

Author/Creator:

Danial, Albert, author.

Language:

English

Subjects (All):

Python (Computer program language).

Programming languages (Electronic computers).

Computer simulation.

Computer science.

Python.

Programming Language.

Computer Modelling.

Computer Science.

Local Subjects:

Python.

Programming Language.

Computer Modelling.

Computer Science.

Physical Description:

1 online resource (710 pages)

Edition:

1st ed. 2022.

Place of Publication:

Berkeley, CA : Apress : Imprint: Apress, 2022.

Summary:

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, artificial intelligence, 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 The demonstrated techniques and explanations will help you solve your own challenging problems in MATLAB using open source Python modules. Python is the ultimate MATLAB Toolbox and this book is your guide to its use. You will: 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 Accelerate computationally-intensive tasks with numba Run large computations in parallel with dask 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.

Contents:

1 Introduction

2 Installation

3 Language Basics

4 Data Containers

5 Dates and Times

6 Call Python Functions from MATLAB

7 Input and Output

8 Interacting with the File System

9 Interacting with the Operating System and External Executables

10 Object Oriented Programming

11 NumPy and SciPy

12 Plotting

13 Tables and Dataframes

14 High Performance Computing

15 Language Pitfalls

Appendix A MATLAB/Python Recipe Index

Appendix B Generating Sample Data with Faker

Appendix C Finite Element Source Listing

Appendix D Python-to-MATLAB and MATLAB-to-Python Variable Converters

Appendix E A Utility to Patch Cartopy to Use Requests.

Notes:

Includes index.

Other Format:

Print version: Danial, Albert Python for MATLAB Development

ISBN:

9781523150892

1523150890

9781484272237

1484272234

OCLC:

1303572461