Book Image

Learning Jupyter 5 - Second Edition

Book Image

Learning Jupyter 5 - Second Edition

Overview of this book

The Jupyter Notebook allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Jupyter Notebook system is extensively used in domains such as data cleaning and transformation, numerical simulation, statistical modeling, and machine learning. Learning Jupyter 5 will help you get to grips with interactive computing using real-world examples. The book starts with a detailed overview of the Jupyter Notebook system and its installation in different environments. Next, you will learn to integrate the Jupyter system with different programming languages such as R, Python, Java, JavaScript, and Julia, and explore various versions and packages that are compatible with the Notebook system. Moving ahead, you will master interactive widgets and namespaces and work with Jupyter in a multi-user mode. By the end of this book, you will have used Jupyter with a big dataset and be able to apply all the functionalities you’ve explored throughout the book. You will also have learned all about the Jupyter Notebook and be able to start performing data transformation, numerical simulation, and data visualization.
Table of Contents (18 chapters)
Title Page
Packt Upsell
Contributors
Preface
Index

Interact widget


Interact is the basic widget which is appears to be used to derive all other widgets. It has variable arguments, and depending on the arguments, will portray a different kind of user input control.

Interact widget slidebar

We can use interact to produce a slidebar by passing in an extent. For example, we have the following script:

#imports 
from ipywidgets import interact 
 
# define a function to work with (cubes the number) 
def myfunction(arg): 
    return arg+1 
 
#take values from slidebar and apply to function provided 
interact(myfunction, arg=9); 

Note

Note that the semicolon following the interact function call is required.

We have a script which does the following:

  •  References the package we want to use
  •  Defines a function that is called for every user input of a value
  •  Calls to interact, passing our handler and a range of values

 

When we run this script, we get a scrollbar that is modifiable by the user:

The user is able to slide the vertical bar over the range of values...