Elegant SciPy Juan Nunez Iglesias | 27.34 MB
English | 282 Pages

Title: Elegant SciPy
Author: Juan Nunez-Iglesias
Year: 2017

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...

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