Connectionists: 15ᵗʰ Advanced Scientific Programming in Python in Heraklion, Crete, Greece, 27 August - 3 September, 2023
Jakob Jordan
jakobjordan at posteo.de
Sat Mar 25 10:27:25 EDT 2023
ASPP2023: 15ᵗʰ Advanced Scientific Programming in Python
========================================================
a Summer School
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 interactive and allow students to acquire direct
hands-on experience with the topics. 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. Python is the standard tool for the programming scientist
due to clean language design, ease of extensibility, and the great
wealth of open source libraries for scientific computing and data
visualization.
This school is targeted at PhD students, postdocs and more senior
researchers from all areas of science. Competence in Python or in
another language such as Java, JavaScript, C/C++, MATLAB, or R is
absolutely required. Basic knowledge of Python and git or another
version control system is assumed. Participants without any prior
experience with Python or git should work through the proposed
introductory material before the course.
We care for diversity and inclusion, and strive for a welcoming
atmosphere to programming scientists of all levels. In particular,
we have focused on recruiting an international and gender-balanced
pool of students.
Date & Location
===============
27 August – 3 September, 2023. Heraklion, Crete, Greece
Application
===========
You can apply online: https://aspp.school
Application deadline: 23:59 UTC, Monday 1 May, 2023. There will be
no deadline extension, so be sure to apply on time. Invitations and
notification of rejection will be sent by Sunday 28 May, 2023.
Participation is for free, i.e. no fee is charged! Participants
however should take care of travel, living, and accommodation
expenses by themselves.
Program
=======
• Large-scale collaborative scientific code development with git and GitHub
• Best practices in data visualization
• Testing and debugging scientific code
• Advanced NumPy
• Organizing, documenting, and distributing scientific code
• Scientific programming patterns in Python
• Writing parallel applications in Python
• Profiling and speeding up scientific code
• Programming in teams
Faculty
=======
• Aitor Morales-Gregorio, Theoretical Neuroanatomy, Institute of
Neuroscience and Medicine (INM-6), Forschungszentrum Jülich Germany
• Guillermo Aguilar, Department of Computational Psychology, Technische
Universität Berlin Germany
• Jakob Jordan, Department of Physiology, University of Bern Switzerland
• Lisa Schwetlick, Experimental and Biological Psychology, Universität
Potsdam Germany
• Pamela Hathway, Orange Business, Berlin/Nürnberg Germany
• Pietro Berkes, NAGRA Kudelski, Lausanne Switzerland
• Rike-Benjamin Schuppner, Institute for Theoretical Biology,
Humboldt-Universität zu Berlin Germany
• Tiziano Zito, innoCampus, Technische Universität Berlin Germany
• Verjinia Metodieva, NeuroCure, Charité – Universitätsmedizin 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, innoCampus, Technische Universität Berlin
Organization team from IMBB/FORTH:
• Athanasia Papoutsi, Institute of Molecular Biology and Biotechnology
of the Foundation for Research and Technology – Hellas, Heraklion Greece
• Emmanouil Froudarakis, Institute of Molecular Biology and
Biotechnology of the Foundation for Research and Technology – Hellas,
Heraklion
Sponsors
========
We are able to hold this year's ASPP school thanks to the financial
support of the Tübingen AI Center. The Institute of Molecular
Biology & Biotechnology of the Foundation for Research and
Technology – Hellas is hosting us in Heraklion and is taking care of
the local organization. We also explicitly thank Prof. Felix
Wichmann at the Neural Information Processing Group, Eberhard Karls
Universität Tübingen, Germany, for his invaluable help.
Website: https://aspp.school
Contact: info at aspp.school
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