A Student's Guide to Python for Physical Modeling by Jesse M. Kinder
English | 22 Sept. 2015 | ISBN: 0691170509, 0691169586 | 160 Pages | True AZW4 (Kindle)/PDF (True) | 10.53 MB
Python is a computer programming language that is rapidly gaining popularity throughout the sciences. A Student's Guide to Python for Physical Modeling aims to help you, the student, teach yourself enough of the Python programming language to get started with physical modeling. You will learn how to install an open-source Python programming environment and use it to accomplish many common scientific computing tasks: importing, exporting, and visualizing data; numerical analysis; and simulation. No prior programming experience is assumed.
This tutorial focuses on fundamentals and introduces a wide range of useful techniques, including:
Basic Python programming and scripting
Numerical arrays
Two- and three-dimensional graphics
Monte Carlo simulations
Numerical methods, including solving ordinary differential equations
Image processing
Animation
Numerous code samples and exercises--with solutions--illustrate new ideas as they are introduced. A website that accompanies this guide provides additional resources, including data sets and sample code.
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