理工系のためのPythonプログラミング入門（第２版） Introduction to Python for Science and Engineering (Series in Computational Biophysics) （2ND）

Pine, David J.

CRC Press（2024/09発売）

CRC Press（2024/09発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 420 p.
• 言語 ENG
• 商品コード 9781032673905
• DDC分類 005.133

Full Description

Introduction to Python for Science and Engineering offers a quick and incisive introduction to the Python programming language for use in any science or engineering discipline. The approach is pedagogical and "bottom up," which means starting with examples and extracting more general principles from that experience. No prior programming experience is assumed.

Readers will learn the basics of Python syntax, data structures, input and output, conditionals and loops, user-defined functions, plotting, animation, and visualization. They will also learn how to use Python for numerical analysis, including curve fitting, random numbers, linear algebra, solutions to nonlinear equations, numerical integration, solutions to differential equations, and fast Fourier transforms.

Readers learn how to interact and program with Python using JupyterLab and Spyder, two simple and widely used integrated development environments.

All the major Python libraries for science and engineering are covered, including NumPy, SciPy, Matplotlib, and Pandas. Other packages are also introduced, including Numba, which can render Python numerical calculations as fast as compiled computer languages such as C but without their complex overhead.

Contents

1. Introduction

2. Launching Python

3. Integrated Development Environments

4. Strings, Lists, Arrays, and Dictionaries

5. Input and Output

6. Conditionals and Loops

7. Functions

8. Plotting

9. Numerical Routines: SciPy and NumPy

10. Python Classes: Encapsulation

11. Data Manipulation and Analysis: Pandas

12. Animation

13. Speeding up numerical calculations

Appendix A Maintaining your installation Python

Appendix B Glossary

Appendix C Python Resources

Index Index