Elegant SciPy: The Art of Scientific Python

Elegant SciPy: The Art of Scientific Python

作者: Juan Nunez-Iglesias Stéfan van der Walt Harriet Dashnow
出版社: O'Reilly
出版在: 2017-08-31
ISBN-13: 9781491922873
ISBN-10: 1491922877
裝訂格式: Paperback
總頁數: 280 頁





內容描述


Welcome to Scientific Python and its community! With this practical book, you'll learn the fundamental parts of SciPy and related libraries, and get a taste of beautiful, easy-to-read code that you can use in practice. More and more scientists are programming, and the SciPy library is here to help.Finding useful functions and using them correctly, efficiently, and in easily readable code are two very different things. You'll learn by example with some of the best code available, selected to cover a wide range of SciPy and related libraries—including scikit-learn, scikit-image, toolz, and pandas.The examples highlight clever, elegant uses of advanced features of NumPy, SciPy, and related libraries. Beginners will learn not the functionality of the library, but its application to real world problems. This book starts from first principles and provides all of the necessary background to understand each example, including idioms, libraries, and scientific concepts.




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