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Elegant scipy: the art of scientific python, juan nunez-iglesias, stéfan van der walt,...

990 грн

Описание

Welcome to Scientific Python and its community. If youâ??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. Youâ??ll
learn how to write elegant code thatâ??s clear, concise, and efficient at
executing the task at hand.

Throughout the book, youâ??ll work with examples from the wider scientific
Python ecosystem, using code that illustrates principles outlined in the book.
Using actual scientific data, youâ??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 SciPyâ??s

sparse

module

Perform linear algebra by using SciPy packages

Explore image alignment (registration) with SciPyâ??s

optimize

module

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

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