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Elegant Scipy
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Elegant Scipy

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Elegant Scipy

Juan Nunez-Iglesias Stephen Vanderwalt

Published by Shroff Publishers & Distributors | Language - English | Binding - Paper Back

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` 750 (5% off) ` 713

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Description

About the Book: Elegant SciPy

Welcome to Scientific Python and its community. If youre a scientist who programs with Python, this practical guide not only teaches you the fundamental parts of SciPy and libraries related to it, but also gives you a taste for beautiful, easy-to-read code that you can use in practice. Youll learn how to write elegant code thats clear, concise, and efficient at executing the task at hand. Throughout the book, youll work with examples from the wider scientific Python ecosystem, using code that illustrates principles outlined in the book. Using actual scientific data, youll work on real-world problems with SciPy, NumPy, Pandas, scikit-image, and other Python libraries.

Explore the NumPy array, the data structure that underlies numerical scientific computation

Use quantile normalization to ensure that measurements fit a specific distribution

Represent separate regions in an image with a Region Adjacency Graph

Convert temporal or spatial data into frequency domain data with the Fast Fourier Transform

Solve sparse matrix problems, including image segmentations, with SciPys sparse module

Perform linear algebra by using SciPy packages

Explore image alignment (registration) with SciPys optimize module

Process large datasets with Python data streaming primitives and the Toolz library

Details

Book: Elegant Scipy
Author: , ,
ISBN-13: 9789352136056
Product Code EBK0425463
Binding: Paper Back
Publishing Date: 2017-09
Publisher: Shroff Publishers & Distributors
Number of Pages: 280
Language: English

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