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Elegant SciPy: The Art of Scientific Python


Mega Sale! Save 22% on the Elegant SciPy: The Art of Scientific Python by O Reilly Media at Translate This Website. MPN: 43954795. Hurry! Limited time offer. Offer valid only while supplies last. Welcome to Scientific Python and its community. If you’re a scientist who programs with Python, this practical guide not only teaches you the


Product 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 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 SciPy’s sparse module
  • Perform linear algebra by using SciPy packages
  • Explore image alignment (registration) with SciPy’s optimize module
  • Process large datasets with Python data streaming primitives and the Toolz library

Additional Information

Manufacturer:O'Reilly Media
Brand:O Reilly Media
Part Number:43954795
Publisher:O'Reilly Media
Studio:O'Reilly Media
MPN:43954795
EAN:9781491922873
Item Weight:1.06 pounds
Item Size:0.5 x 9.1 x 9.1 inches
Package Weight:1.08 pounds
Package Size:7.01 x 0.59 x 0.59 inches

Elegant SciPy: The Art of Scientific Python by O Reilly Media

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Elegant SciPy: The Art of Scientific Python

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