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

Appetizer with JupyterLite

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Generalities on Python

Main characteristics Python limitations Different ways to use Python Tools to develop Python code

Basic Pure Python

Structure and reuse code

Use, make & share Python software

Scientific Python (basics)

Recommended file formats

Software engineering

Intermediate pure Python

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

Generalities on Python

Table of contents¶

Main characteristics
Python limitations
Different ways to use Python
Tools to develop Python code

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

Get and use the training source

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

Main characteristics