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Python initiation: core language, modern workflows, and scientific applications

Appetizer with JupyterLite

Get and use the training source

Generalities on Python

Basic Pure Python

Structure and reuse code

Use, make & share Python software

Scientific Python (basics)

Recommended file formats

Software engineering

Intermediate pure Python

Decorators OOP and magic methods Generators OOP and heritage Define context managers

Performance optimization

Other languages and wrapping

Tools for Python HPC

Application on numerical kernels

A bit of Web Native Python applications GPU Databases

Future & science fiction

Intermediate pure Python

(not needed for all students)

Table of contents¶

Decorators
OOP and magic methods
Generators
OOP and heritage
Define context managers

Python initiation: core language, modern workflows, and scientific applications

Python initiation: core language, modern workflows, and scientific applications