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Elegant Scipy

By Juan Nunez-Iglesias

Elegant Scipy Hobbies & Crafts

Elegant Scipy

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Description
Welcome to Scientific Python and its community. If you're 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. You'll learn how to write elegant code that's clear, concise, and efficient at executing the task at hand. Throughout the book, you'll work with examples from the wider scientific Python ecosystem, using code that illustrates principles outlined in the book. Using actual scientific data, you'll 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 computationUse quantile normalization to ensure that measurements fit a specific distributionRepresent separate regions in an image with a Region Adjacency GraphConvert temporal or spatial data into frequency domain data with the Fast Fourier TransformSolve sparse matrix problems, including image segmentations, with SciPy's sparse modulePerform linear algebra by using SciPy packagesExplore image alignment (registration) with SciPy's optimize moduleProcess large datasets with Python data streaming primitives and the Toolz library
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
275
Release Date:
2017-08-31
Publication Date:
2017-09-26
Publisher:
O'Reilly Media
Languages:
Original: English
ISBN10:
1491922877
ISBN13:
9781491922873
GPSR Manufacturer Reference:
[email protected]
Weight:
492 g
Height:
179 cm
Width:
234 cm
Thickness:
17 cm
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