Connectionists: 13ᵗʰ Advanced Scientific Programming in Python in Ghent, Belgium, 31 August—5 September, 2020
Jakob Jordan
jakobjordan at posteo.de
Mon Feb 24 13:42:01 EST 2020
13ᵗʰ Advanced Scientific Programming in Python
==============================================
a Summer School by the ASPP faculty and the Ghent University
https://aspp.school
Scientists spend more and more time writing, maintaining, and debugging
software. While techniques for doing this efficiently have evolved, only few
scientists have been trained to use them. As a result, instead of doing
their
research, they spend far too much time writing deficient code and
reinventing
the wheel. In this course we will present a selection of advanced
programming
techniques and best practices which are standard in the industry, but
especially
tailored to the needs of a programming scientist. Lectures are devised to be
interactive and to give the students enough time to acquire direct hands-on
experience with the materials. Students will work in pairs throughout
the school
and will team up to practice the newly learned skills in a real programming
project — an entertaining computer game.
We use the Python programming language for the entire course. Python
works as
a simple programming language for beginners, but more importantly, it
also works
great in scientific simulations and data analysis. We show how clean
language
design, ease of extensibility, and the great wealth of open source
libraries for
scientific computing and data visualization are driving Python to become
a standard tool for the programming scientist.
This school is targeted at Master or PhD students and Post-docs from all
areas
of science. Competence in Python or in another language such as Java, C/C++,
MATLAB, or R is absolutely required. Basic knowledge of Python and of a
version
control system such as git, subversion, mercurial, or bazaar is assumed.
Participants without any prior experience with Python and/or git should work
through the proposed introductory material before the course.
We are striving hard to get a pool of students which is international and
gender-balanced.
Date & Location
===============
31 August–5 September, 2020. Ghent, Belgium.
Application
===========
You can apply online: https://aspp.school/wiki/applications
Application deadline: 23:59 UTC, Sunday 24 May, 2020
There will be no deadline extension, so be sure to apply on time. Be sure to
read the FAQ before applying: https://aspp.school/wiki/faq
Participation is for free, i.e. no fee is charged! Accommodation in the
student
residence comes at no costs for participants. We are trying to arrange
financial
coverage for food expenses too, but this may not work. Participants however
should take care of travel expenses by themselves.
Program
=======
• Version control with git and how to contribute to open source projects
with GitHub
• Best practices in data visualization
• Testing and debugging scientific code
• Advanced NumPy
• Organizing, documenting, and distributing scientific code
• Advanced scientific Python: context managers and generators
• Writing parallel applications in Python
• Profiling and speeding up scientific code with Cython and numba
• Programming in teams
Faculty
=======
• Caterina Buizza, Personal Robotics Lab, Imperial College London UK
• Lisa Schwetlick, Experimental and Biological Psychology, Universität
Potsdam Germany
• Nelle Varoquaux, CNRS, TIMC-IMAG, University Grenoble Alpes France
• Nicolas P. Rougier, Inria Bordeaux Sud-Ouest, Institute of
Neurodegenerative Disease, University of Bordeaux France
• Pamela Hathway, Neural Reckoning, Imperial College London UK
• Pietro Berkes, NAGRA Kudelski, Lausanne Switzerland
• Rike-Benjamin Schuppner, Institute for Theoretical Biology,
Humboldt-Universität zu Berlin Germany
• Tiziano Zito, Department of Psychology, Humboldt-Universität zu Berlin
Germany
• Zbigniew Jędrzejewski-Szmek, Red Hat Inc., Warsaw Poland
Organizers
==========
Head of the organization for ASPP and responsible for the scientific
program:
• Tiziano Zito, Department of Psychology, Humboldt-Universität zu Berlin
Germany
Local team:
• Nina Turk, Photonics Research Group, INTEC, Ghent University – imec
Belgium
• Freya Acar, Office for Data and Information, City of Ghent Belgium
• Joan Juvert
Institutional organizers:
• Wim Bogaerts, Photonics Research Group, INTEC, Ghent University –imec
Belgium
• Sven Degroeve, VIB-UGent Center for Medical Biotechnology, Ghent Belgium
• Jeroen Famaey, Department of Mathematics and Computer Science,
University of Antwerp – iMinds Belgium
• Bernard Manderick, Artificial Intelligence Lab, Vrije Universiteit
Brussel Belgium
Website: https://aspp.school
Contact: info at aspp.school
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