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Mastering Matplotlib

You're reading from   Mastering Matplotlib A practical guide that takes you beyond the basics of matplotlib and gives solutions to plot complex data

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Product type Paperback
Published in Jun 2015
Publisher
ISBN-13 9781783987542
Length 292 pages
Edition 1st Edition
Languages
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Toc

Table of Contents (11) Chapters Close

Preface 1. Getting Up to Speed FREE CHAPTER 2. The matplotlib Architecture 3. matplotlib APIs and Integrations 4. Event Handling and Interactive Plots 5. High-level Plotting and Data Analysis 6. Customization and Configuration 7. Deploying matplotlib in Cloud Environments 8. matplotlib and Big Data 9. Clustering for matplotlib Index

The procedural pylab API


The pylab API is a procedural interface to matplotlib's underlying object-oriented Python API. As mentioned in the previous chapter and stated in the matplotlib FAQ, the pylab module has been deprecated. The pyplot module is the preferred API for scripting. The original vision of pylab—to provide MATLAB users a nearly one-to-one mapping of the software they knew with that of an open source platform—has been accomplished. In the 12 years since its inception, matplotlib has become a household name in scientific computing circles, and as a result the need for pylab has decreased greatly.

The drawbacks of pylab include the following:

  • It hides the workings (and thus, the deeper knowledge) of matplotlib, thus preventing the natural discovery of deeper feature sets that are available to the user through matplotlib objects.

  • The additional development and maintenance of pylab are a burden for the matplotlib team in its continued efforts to provide the MATLAB functionality that...

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