Название: Introduction to Python for Science and Engineering Автор: David J. Pine
Издательство: CRC Press
ISBN: 1138583901
Год: 2018
Страниц: 389
Язык: английский
Формат: pdf (true), djvu
Размер: 10.15 MB
This guide offers a quick and incisive introduction to Python programming for anyone. The author has carefully developed a concise approach to using Python in any discipline of science and engineering, with plenty of examples, practical hints, and insider tips.
Readers will see why Python is such a widely appealing program, and learn the basics of syntax, data structures, input and output, plotting, conditionals and loops, user-defined functions, curve fitting, numerical routines, animation, and visualization. The author teaches by example and assumes no programming background for the reader.
In writing this text, I assume that the reader:
- has never programmed before;
- is not familiar with programming environments;
- is familiar with how to get around a Mac or PC at a very basic level;
and
- is competent in basic algebra, and for Chapters 8 and 9, calculus, linear algebra, ordinary differential equations, and Fourier analysis. The other chapters, including 10-12, require only basic algebra skills.
This book introduces, in some depth, four Python packages that are important for scientific applications: NumPy, SciPy, matplotlib, Pandas.
In addition, Chapter 12 provides a brief introduction to Python classes and to PyQt5, which provides Python routines for building graphical user interfaces (GUIs) that work on Macs, PCs, and Linux platforms.
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