Book Image

Scientific Computing with Python - Second Edition

By : Claus Führer, Jan Erik Solem, Olivier Verdier
Book Image

Scientific Computing with Python - Second Edition

By: Claus Führer, Jan Erik Solem, Olivier Verdier

Overview of this book

Python has tremendous potential within the scientific computing domain. This updated edition of Scientific Computing with Python features new chapters on graphical user interfaces, efficient data processing, and parallel computing to help you perform mathematical and scientific computing efficiently using Python. This book will help you to explore new Python syntax features and create different models using scientific computing principles. The book presents Python alongside mathematical applications and demonstrates how to apply Python concepts in computing with the help of examples involving Python 3.8. You'll use pandas for basic data analysis to understand the modern needs of scientific computing, and cover data module improvements and built-in features. You'll also explore numerical computation modules such as NumPy and SciPy, which enable fast access to highly efficient numerical algorithms. By learning to use the plotting module Matplotlib, you will be able to represent your computational results in talks and publications. A special chapter is devoted to SymPy, a tool for bridging symbolic and numerical computations. By the end of this Python book, you'll have gained a solid understanding of task automation and how to implement and test mathematical algorithms within the realm of scientific computing.
Table of Contents (23 chapters)
20
About Packt
22
References

9.2 Controlling the flow inside the loop

Sometimes it is necessary to jump out of the loop or to go directly to the next loop iteration. These two operations are performed by the commands break and continue.  

The keyword break is used to terminate the loop before it is completely executed—it breaks the loop.

Two situations can occur in loops with a break statement:

  • The loop is completely executed.
  • The loop is left when reaching break before it was completely executed.

For the first case, special actions can be defined in an else block, which is executed if the whole list is traversed. This is useful in general if the purpose of the for loop is to find something and stop. Examples might be searching for one element satisfying a certain property inside a list. If such an element is not found, the else block is executed.

Here is a common usage in scientific computing: Quite...