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Advanced Python for science

About this training
Preliminaries
Appetizer with JupyterLite
Generalities on Python
Basic Pure Python
Structure and reuse code
Use, make & share Python software
Scientific Python (basics)
Recommended file formats
- HDF5 and NetCDF files
Software engineering
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

Future & science fiction

Contents

Table of contents

Future & science fiction#

Table of contents#

Subinterpreters
Free Threading Python
Faster CPython and CPython JIT
HPy
Todo list

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Databases

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Subinterpreters

Contents

Table of contents

By The py-edu-fr community

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