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Advanced Python for science

About this training
Preliminaries
Appetizer
Generalities
Python limitations
Pure Python (basics)
Structure and reuse code
Using Python software
Scientific Python (basics)
Debugging
Gradual typing
Generalities on optimization in sequential
Profiling
Other languages and wrapping
Parallelism
Tools
- Cython
- Pythran
- Numba
- JAX
- Codon
Numerical kernels
- NBody
- DTW
A bit of Web
Native applications
GPU
Database
Parallelism

Repository
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Using Python software

Using Python software#

How to install, use and package different types of Python software

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Structure and reuse code

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Scientific Python (basics)

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