Book Image

NumPy: Beginner's Guide

By : Ivan Idris
Book Image

NumPy: Beginner's Guide

By: Ivan Idris

Overview of this book

Table of Contents (21 chapters)
NumPy Beginner's Guide Third Edition
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
NumPy Functions' References
Index

Chapter 10. When NumPy Is Not Enough – SciPy and Beyond

SciPy is a world famous Python open source scientific computing library built on top of NumPy. It adds functionalitties such as numerical integration, optimization, statistics, and special functions.

In this chapter, we will cover the following topics:

  • File I/O

  • Statistics

  • Signal processing

  • Optimization

  • Interpolation

  • Image and audio processing