eth-cscs / PythonHPC

PythonHPC

This repository contains the material used for the course [High-Performance Computing with Python], organized at CSCS on 21-23 June 2023

The course covers the following topics:

• Vectorization with NumPy and the SciPy stack
• Profiling python code
• Extending python with cython, cffi and f2py
• Just-in-time compilation with numba
• Distributed-memory parallel programming with python
• Interfaces to GPUs

Course Instructors:

• Dr. Rafael Sarmiento (Computational Scientist, CSCS)
• Dr. Theofilos Manitaras (Computational Scientist, CSCS)