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Porting code from Matlab to Python (training course)

(Course no. 952021 in the training programme 2021 of Forschungszentrum Jülich)

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04 Oct 2021 09:00
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05 Oct 2021 16:30
venue
tbd

Contents:

Python is becoming a popular language for scientific applications and is increasingly used for high performance computing. In this course we want to introduce Matlab programmers to the usage of Python. Matlab and Python have a comparable language philosophy, but Python can offer better performance using its optimizations and parallelization interfaces. Python also increases the portability and flexibility (interaction with other open source and proprietary software packages) of solutions, and can be run on supercomputing resources without high licensing costs.

The training course will be divided into three stages: First, attendants will learn how to do a direct translation of language concepts from Matlab to Python. Then, optimization of scripts using more Pythonic data structures and functions will be shown. Finally, code will be taken to the supercomputers where basic parallel programming (MPI) will be used to exploit parallelism in the computation.

The course will focus on numerical and statistical analysis as well as on image processing applications.

This course involves theoretical and hands on sessions which will be guided by experts in Python, Matlab and High Performance Computing. Attendants are highly encouraged to bring their own Matlab scripts.

Prerequisites:

Knowledge of Matlab. Basic knowledge of Python is recommended. No prior knowledge of MPI or supercomputer usage is required.

Target audience:

This course is intended for master and PhD students, postdocs and scientists who want to enhance the performance of their scripts and algorithms currently running on Matlab.

Language:

This course is given in English.

Duration:

2 days

Date:

4-5 October 2021, 09:00-16:30

Venue:

tbd

Number of Participants:

minimum 5

Instructors:

Sandra Diaz, Lekshmi Deepu, Wouter Klijn, JSC

Contact:

Photo Sandra Diaz
Sandra Diaz
Phone: +49 2461 61-8913
email: s.diaz@fz-juelich.de

Registration:

Please register with Sandra Diaz (s.diaz@fz-juelich.de) until 15 September 2021.
If you do not belong to the staff of Forschungszentrum Jülich, we need these data for registration:
Given name, name, birthday, nationality, complete home address, email address