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Python in High Performance Computing

Exercise material and model answers for the CSC course "Python in High Performance Computing". The course is part of PRACE Training activity at CSC.

This master branch contains always the material for latest course, past courses are stored in tags.

Online version of the course is run regularly in FutureLearn.

Articles and videos of the course are also available in a simple form in this site.

Exercises

General instructions

Basic array manipulation

NumPy tools

Advanced NumPy

Performance analysis

Optimising with Cython

Interfacing with libraries

Multiprocessing

Parallel programming with mpi4py

Bonus exercises

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Python in High Performance Computing

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  • Python 92.8%
  • Cython 4.6%
  • Fortran 1.4%
  • Other 1.2%