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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

Versioning Continuous integration Documentation Debugging Gradual typing

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

Software engineering

Table of contents¶

Versioning
Continuous integration
Documentation
Debugging
Gradual typing

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

HDF5 and NetCDF files

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