Название: Science and Computing with Raspberry Pi
Автор: Brian R Kent, PhD
Издательство: Morgan & Claypool Publishers
ASIN: B07FK57MMD
Год: 2018
Страниц: 127
Язык: английский
Формат: epub, mobi, pdf (conv)
Размер: 10.1 MB
The world of single-board computing puts powerful coding tools in the palm of your hand. The portable Raspberry Pi computing platform with the power of Linux yields an exciting exploratory tool for beginning scientific computing.
Science and Computing with Raspberry Pi takes the enterprising researcher, student, or hobbyist through explorations in a variety of computing exercises with the physical sciences. The book has tutorials and exercises for a wide range of scientific computing problems while guiding the user through:
* Configuring your Raspberry Pi and Linux operating system
* Understanding the software requirements while using the Pi for scientific computing
* Computing exercises in physics, astronomy, chaos theory, and machine learning
Contents:
Preface
Acknowledgements
Author biography
1 Raspberry Pi
1.1 Single-board computing
1.2 Why Raspberry Pi?
Reference
2 Setting up your system
2.1 Hardware configuration, requirements, and limitations
2.2 Understanding Linux
2.3 Python
2.4 Mathematica and Wolfram Alpha
2.5 Sources of astronomical science data
2.6 Using revision control
2.7 Jupyter notebooks
2.8 Coding pedagogy
References
3 Chaos and non-linear dynamics
3.1 One and two dimensional pseudo random walks
3.2 Logistic maps, bifurcation, and chaos
3.3 Cellular automata
References
4 Physics and astronomy
4.1 A simple pendulum
4.2 The double pendulum
4.3 Hydrostatics
4.4 Astronomical catalogs
4.5 The Lane–Emden equation
4.6 Radiative transfer
References
5 Machine learning
5.1 Spanning trees
5.2 Neural networks and classification
References
6 Image combination and analysis
6.1 Image manipulation
6.2 Creating a multi-wavelength astronomical image
6.3 Manipulating astronomical data cubes
References
Appendices
A Mathematica shortcuts and help
B Important Python modules and resources
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