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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
Wrapping C and C++
Wrapping Rust
Wrapping Fortran
Parallelism
Threading
Concurrency
Multiprocessing
MPI and mpi4py
Tools
Cython
Pythran
Numba
JAX
Codon
Numerical kernels
NBody
DTW
A bit of Web
Native applications
GPU
Database
Parallelism
Subinterpreters
Free Threading Python
Faster CPython and CPython JIT
HPy
Repository
Open issue
.md
.pdf
Numba
Numba
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