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Bioinformatics Algorithms: Design and Implementation in PythonНазвание: Bioinformatics Algorithms: Design and Implementation in Python
Автор: Miguel Rocha, Pedro G. Ferreira
Издательство: Academic Press
Год: 2018
Страниц: 395
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Bioinformatics Algorithms: Design and Implementation in Python provides a comprehensive book on many of the most important bioinformatics problems, putting forward the best algorithms and showing how to implement them. The book focuses on the use of the Python programming language and its algorithms, which is quickly becoming the most popular language in the bioinformatics field. Readers will find the tools they need to improve their knowledge and skills with regard to algorithm development and implementation, and will also uncover prototypes of bioinformatics applications that demonstrate the main principles underlying real world applications.

We will discuss the different ways of using Python to solve problems, covering basic data structures and functions pre-defined by the language, but also discussing how a programmer can define new functions, modules, and programs/scripts. We will address the basic algorithmic constructs, such as conditional and cyclic instructions, as well as data input/output, files and exception handling. Finally, we will cover the paradigm of object-oriented programming and its implementation in Python using classes and methods, also browsing through some of the main pre-defined classes and their methods.

As its creator puts it, Python is “a high-level scripting language that allows for interactivity”. It combines features from different programming paradigms including imperative, scripting, object-oriented, and functional languages.

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