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Scientific Computing with Python - Second Edition

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

Product type Book

Published in Jul 2021

Publisher Packt

ISBN-13 9781838822323

Pages 392 pages

Edition 2nd Edition

Languages

Concepts

Scientific Computing

Authors (3):

Claus Führer

Jan Erik Solem

Olivier Verdier

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Table of Contents (23) Chapters

Preface

Getting Started

Variables and Basic Types

Container Types

Linear Algebra - Arrays

Advanced Array Concepts

Plotting

Functions

Classes

Iterating

Series and Dataframes - Working with Pandas

Communication by a Graphical User Interface

Error and Exception Handling

Namespaces, Scopes, and Modules

Input and Output

Testing

Symbolic Computations - SymPy

Interacting with the Operating System

Python for Parallel Computing

Comprehensive Examples

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19.4 Summary

Most of what we explained in this book was bundled into the three longer examples in this chapter. These examples mimic code development and give prototypes, which you are encouraged to alter and confront with your own ideas.

You saw that code in scientific computing can have its own flavor due to its strong relationship with mathematically defined algorithms and that it is often wise to keep the relationship between code and formula visible. Python has techniques for this, as you have seen.

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Authors (3)

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.

See other products by Claus Führer

Jan Erik Solem

See other products by Jan Erik Solem

Olivier Verdier

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