Christian Hill

Learning Scientific Programming with Python

• Gebundenes Buch

Produktbeschreibung

Learn to master basic programming tasks from scratch with real-life scientific examples in this complete introduction to Python.

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Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 462
• Erscheinungstermin: 17. November 2016
• Englisch
• Abmessung: 250mm x 175mm x 29mm
• Gewicht: 970g
• ISBN-13: 9781107075412
• ISBN-10: 1107075416
• Artikelnr.: 42966068

Autorenporträt

Christian Hill is a physicist and physical chemist at University College London and the University of Oxford. He has over twenty years' experience of programming in the physical sciences and has been programming in Python for ten years. His research uses Python to produce, analyse, process, curate and visualise large data sets for the prediction of the properties of planetary atmospheres.

Inhaltsangabe

1. Introduction
2. The core Python language I
3. Interlude: simple plotting with pylab
4. The core Python language II
5. IPython and IPython notebook
6. NumPy
7. Matplotlib
8. SciPy
9. General scientific programming
Appendix A. Solutions
Index.

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Acknowledgments; 1. Introduction; 2. The core Python language I; 3. Interlude: simple plots and charts; 4. The core Python language II; 5. IPython and Jupyter Notebook; 6. NumPy; 7. Matplotlib; 8. SciPy; 9. Data analysis with pandas; 10. General scientific programming; Appendix A. Solutions; Appendix B. Differences between Python versions 2 and 3; Appendix C. SciPy's odeint ordinary differential equation solver; Glossary; Index.