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IPython Interactive Computing and Visualization Cookbook

You're reading from   IPython Interactive Computing and Visualization Cookbook Harness IPython for powerful scientific computing and Python data visualization with this collection of more than 100 practical data science recipes

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Product type Paperback
Published in Sep 2014
Publisher
ISBN-13 9781783284818
Length 512 pages
Edition 1st Edition
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Author (1):
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Cyrille Rossant Cyrille Rossant
Author Profile Icon Cyrille Rossant
Cyrille Rossant
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Table of Contents (17) Chapters Close

Preface 1. A Tour of Interactive Computing with IPython FREE CHAPTER 2. Best Practices in Interactive Computing 3. Mastering the Notebook 4. Profiling and Optimization 5. High-performance Computing 6. Advanced Visualization 7. Statistical Data Analysis 8. Machine Learning 9. Numerical Optimization 10. Signal Processing 11. Image and Audio Processing 12. Deterministic Dynamical Systems 13. Stochastic Dynamical Systems 14. Graphs, Geometry, and Geographic Information Systems 15. Symbolic and Numerical Mathematics Index

Converting an IPython notebook to other formats with nbconvert


An IPython notebook is saved in a JSON text file. This file contains the entire contents of the notebook: text, code, and outputs. The matplotlib figures are encoded as base64 strings within the notebooks, resulting in standalone, but sometimes big, notebook files.

Note

JSON is a human-readable, text-based, open standard format that can represent structured data. Although derived from JavaScript, it is language independent. Its syntax bears some resemblance with Python dictionaries. JSON can be parsed in many languages including JavaScript and Python (the json module in Python's standard library).

IPython comes with a tool called nbconvert that can convert notebooks to other formats: raw text, Markdown, HTML, LaTeX/PDF, and even slides with the reveal.js library. You will find more information about the different supported formats on the nbconvert documentation.

In this recipe, we will see how to manipulate the contents of a notebook...

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