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IPython is at the heart of the Python scientific stack. With its widely acclaimed web-based notebook, IPython is today an ideal gateway to data analysis and numerical computing in Python.

IPython Interactive Computing and Visualization Cookbook contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. The first part covers programming techniques, including code quality and reproducibility; code optimization; high-performance computing through dynamic compilation, parallel computing, and graphics card programming. The second part tackles data science, statistics, machine learning, signal and image processing, dynamical systems, and pure and applied mathematics.


Publisher: Packt Publishing
Author: Cyrille Rossant
ISBN: 978-1-78328-481-8
Year: 2014
Pages: 512
Language: English
File size: 9.2 MB
File format: PDF
Buy: IPython Interactive Computing and Visualization Cookbook

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