There are many python packages that are tightly integrated with Dask which enables parallel data processing. For instance, consider xarray package. This package is used to read datasets in netcdf, hdf5, zarr file formats. Dask comes in play when data [...]
When it comes to our High-Performance Computing (HPC) systems, efficiency is the name of the game. But are you managing your Python environments efficiently?
Our HPC systems use network file systems that are optimized to access a small number of [...]
Deep learning powers a broad range of applications, from autonomous cars and image generation to voice assistants. The successful training of deep learning models necessitates the use of graphics processing units (GPUs). To facilitate a quick and easy start with [...]
Quantum computers and their capabilities is an area of growing global interest and resource allocation. Particularly exciting is the possibility of exponential improvements in classical machine learning algorithms when executed by an equivalent algorithm on a quantum computer. GWDG, along [...]
VSCode is a popular lightweight IDE developed by Microsoft that supports many programming languages and scripts. There are many features and capabilities that can be added to VSCode by installing extensions from the marketplace, including the ability to develop [...]
The GWDG offers two systems for high-performance computing; the Scientific Compute Cluster (SCC) and Emmy.
For researchers of the Max Planck Society and University of Göttingen
The tier-3 Scientifc Compute Cluster is operated for researchers [...]
“AlphaFold” is a word which may or may not sound familiar to you. It is an open-source, deep-learning application to predict protein structures, celebrated as a breakthrough to [...]
Four of our colleagues of AG Computing had a fantastic time at the PyCon DE & PyData Berlin 2023. During the three days at the conference, a diverse set of topics related to Python and data science was addressed. [...]
Sign up below for the launch of our Hackathon on May 5th and the Expert Workshop on July 27th and 28th in Berlin.
Workshop + Hackathon: Neural Networks for remote sensing data classification
This workshop is partially [...]
We’re happy to announce the beginning of regular user operation for our new GPU cluster, “Grete” in Göttingen.
The main part of the cluster is available via the new partition grete, consisting of 33 nodes equipped with 4 NVIDIA Tesla [...]
Author: Dorothea Sommer
Switching from executing code locally to running it on a compute cluster can be a daunting and sometimes also confusing experience. This article provides a brief overview of fundamental concepts to efficiently run code on the [...]
So, you want to speed up your Julia code? In order to make use of HPC resources, t [...]