Название: Scientific Python Lectures, 2023 Edition
Автор: Gael Varoquaux, Emmanuelle Gouillart
Издательство: Creative Commons
Год: 2023
Страниц: 696
Язык: английский
Формат: pdf (true)
Размер: 17.4 MB

Tutorials on the scientific Python ecosystem: a quick introduction to central tools and techniques. The different chapters each correspond to a 1 to 2 hours course with increasing level of expertise, from beginner to expert.

Unlike Matlab, or R, Python does not come with a pre-bundled set of modules for scientific computing. Below are the basic building blocks that can be combined to obtain a scientific computing environment: Python, a generic and modern computing language:

• The language: flow control, data types (string, int), data collections (lists, dictionaries), etc.
• Modules of the standard library: string processing, file management, simple network protocols.
• A large number of specialized modules or applications written in Python: web framework, etc. . . . and scientific computing.
• Development tools (automatic testing, documentation generation)