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

18.3.1 Information exchange between processes

There are different ways to send and receive information between processes:

  • Point-to-point communication
  • One-to-all and all-to-one
  • All-to-all

In this section, we will introduce point-to-point, one-to-all, and all-to-one communication.

Speaking to a neighbor and letting information pass along a street this way is an example from daily life of the first communication type from the preceding list, while the second can be illustrated by the daily news, spoken by one person and broadcast to a big group of listeners.One-to-all and all-to-one communication

                    

Figure 18.2: Point-to-point communication and one-to-all communication

In the next subsections, we will study these different communication types in a computational context.