IPython Interactive Computing and Visualization Cookbook

IPython Interactive Computing and Visualization Cookbook

by Rossant, Cyrille

Type Book
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With its widely acclaimed web-based notebook, IPython is an ideal gateway to data analysis and numerical computing in Python. This book contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. You will learn how to: code better by writing high-quality, readable, and well-tested programs; profiling and optimizing your code, and conducting reproducible interactive computing experiments; master all of the new features of the IPython notebook, includin…

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Title Statements

  • Full title :IPython Interactive Computing and Visualization Cookbook

Summary

With its widely acclaimed web-based notebook, IPython is an ideal gateway to data analysis and numerical computing in Python. This book contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. You will learn how to: code better by writing high-quality, readable, and well-tested programs; profiling and optimizing your code, and conducting reproducible interactive computing experiments; master all of the new features of the IPython notebook, including the interactive HTML/JavaScript widgets; analyze data with Bayesian and frequentist statistics (Pandas, PyMC, and R), and learn from data with machine learning (scikit-learn); gain insight into signals, images, and sounds with SciPy, scikit-image, and OpenCV; write blazingly fast Python programs with NumPy, PyTables, ctypes, Numba, Cython, OpenMP, GPU programming (CUDA and OpenCL), parallel IPython, MPI, and many more. --

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Edition Statements

  • Publication Date:2014.

Publication Statements

  • Publisher(s):Packt Publishing
  • Place of Publication:Birmingham, United Kingdom
  • Language:eng
  • Publication Date:2014.

The Physical Object

  • Description:1 online resource (1 recurso electrónico.)

Edition Identifiers

  • ISBN:9781783284825, 178328482X, 1322166226, 9781322166223
  • oclc:ocn984780097
  • Dewey Decimal:006.78

Writers

Rossant, Cyrille

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