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You're reading from  Scientific Computing with Python - Second Edition

Product typeBook
Published inJul 2021
Reading LevelIntermediate
PublisherPackt
ISBN-139781838822323
Edition2nd Edition
Languages
Python
Tools
NumPyPandas
Concepts
Scientific Computing
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Authors (3):
Claus Führer
Claus Führer
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Claus Führer

Claus Führer is a professor of scientific computations at Lund University, Sweden. He has an extensive teaching record that includes intensive programming courses in numerical analysis and engineering mathematics across various levels in many different countries and teaching environments. Claus also develops numerical software in research collaboration with industry and received Lund University's Faculty of Engineering Best Teacher Award in 2016.
Read more about Claus Führer

Jan Erik Solem
Jan Erik Solem
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Jan Erik Solem


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Olivier Verdier
Olivier Verdier
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Olivier Verdier


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15.4 Summary

No program development without testing! We showed the importance of well-organized and documented tests. Some professionals even start development by first specifying tests. A useful tool for automatic testing is the module unittest, which we explained in detail. While testing improves the reliability of code, profiling is needed to improve the performance. Alternative ways to code may result in large performance differences. We showed how to measure computation time and how to localize bottlenecks in your code.

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Scientific Computing with Python - Second Edition
Published in: Jul 2021Publisher: PacktISBN-13: 9781838822323
© 2021 Packt Publishing Limited All Rights Reserved

Authors (3)

author image
Claus Führer

Claus Führer is a professor of scientific computations at Lund University, Sweden. He has an extensive teaching record that includes intensive programming courses in numerical analysis and engineering mathematics across various levels in many different countries and teaching environments. Claus also develops numerical software in research collaboration with industry and received Lund University's Faculty of Engineering Best Teacher Award in 2016.
Read more about Claus Führer

author image
Jan Erik Solem


Read more about Jan Erik Solem

author image
Olivier Verdier


Read more about Olivier Verdier

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