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Advanced Python for science

About this training
Preliminaries
- Setup your computer
- Clone the repo of this training
Appetizer with JupyterLite
Generalities on Python
Basic Pure Python
Structure and reuse code
Using Python software
Scientific Python (basics)
Software enginering
Intermediate pure Python
Performance optimization
- Generalities on optimization in sequential
- Profiling
Other languages and wrapping
Parallelism
Tools for Python HPC
- Cython
- Pythran
- Numba
- JAX
- Codon
Application on numerical kernels
- NBody
- DTW
A bit of Web
Native Python applications
GPU
Databases
Future & science fiction

Repository
Open issue

.md

Software enginering

Contents

Table of contents

Software enginering#

Table of contents#

Versioning
Continuous integration
Documentation
Debugging
Gradual typing

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Versioning

Contents

Table of contents

By The py-edu-fr community

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