Book Image

Applying Math with Python - Second Edition

By : Sam Morley
Book Image

Applying Math with Python - Second Edition

By: Sam Morley

Overview of this book

The updated edition of Applying Math with Python will help you solve complex problems in a wide variety of mathematical fields in simple and efficient ways. Old recipes have been revised for new libraries and several recipes have been added to demonstrate new tools such as JAX. You'll start by refreshing your knowledge of several core mathematical fields and learn about packages covered in Python's scientific stack, including NumPy, SciPy, and Matplotlib. As you progress, you'll gradually get to grips with more advanced topics of calculus, probability, and networks (graph theory). Once you’ve developed a solid base in these topics, you’ll have the confidence to set out on math adventures with Python as you explore Python's applications in data science and statistics, forecasting, geometry, and optimization. The final chapters will take you through a collection of miscellaneous problems, including working with specific data formats and accelerating code. By the end of this book, you'll have an arsenal of practical coding solutions that can be used and modified to solve a wide range of practical problems in computational mathematics and data science.
Table of Contents (13 chapters)

Keeping track of units with Pint

Correctly keeping track of units in calculations can be very difficult, particularly if there are places where different units can be used. For example, it is very easy to forget to convert between different units – feet/inches into meters – or metric prefixes – converting 1 km into 1,000 m, for instance.

In this recipe, we’ll learn how to use the Pint package to keep track of units of measurement in calculations.

Getting ready

For this recipe, we need the Pint package, which can be imported as follows:

import pint

How to do it...

The following steps show you how to use the Pint package to keep track of units in calculations:

  1. First, we need to create a UnitRegistry object:
    ureg = pint.UnitRegistry(system="mks")
  2. To create a quantity with a unit, we multiply the number by the appropriate attribute of the registry object:
    distance = 5280 * ureg.feet
  3. We can change the units of the quantity...