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.

General instructions

• Reference vs. copy
• Array creation
• Array slicing
• Split and combine arrays
• Subdiagonal matrix

• Input and output
• Polynomials
• Random numbers
• Linear algebra

• Advanced indexing
• Mutating DNA sequence
• Translation with broadcasting
• Finite-difference
• Numerical integration
• Temporary arrays
• Numexpr

• Using cProfile

• Creating simple extension
• Using static typing
• Using C-functions
• Optimising heat equation

• C libraries

• Simple calculation
• Work distribution

• Hello World
• Simple message exchange
• Message chain
• Non-blocking communication
• Collective operations

• Game of life
• Rotation with broadcasting
• Two dimensional heat equation
• Parallel heat equation