All software
Propulate
An asynchronous evolutionary optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers.
- Aeronautics, Space and Transport
- Earth & Environment
- Energy
- + 9
- Python
pySDC
pySDC is a Python implementation of the spectral deferred correction approach and its flavors, esp. the parallel-in-time extension PFASST. It is intended for rapid prototyping and educational purposes. New ideas can be tested and first toy problems can be easily implemented.
- collocation
- high-performance computing
- Information
- + 4
- Python
- Jupyter Notebook
- C++
- + 2
Radiative forcing of hypersonic aircraft trajectories
The software quantifies climate impact of hypersonic aircraft trajectories as a number and within seconds instead of very long numerical simulations that produce Petabytes of data. The input requires water vapor, hydrogen and nitrogen oxide emission data along flight trajectories.
- airclim
- aircraft
- atmosphere
- + 10
- Jupyter Notebook
- Python
AiiDA-KKR
This AiiDA plugin provides high-throughput automation and FAIR data management for the Jülich KKR codes.
- Data Visualization
- FAIR Data
- Information
- + 4
- Python
- Shell
- OpenEdge ABL
Elephant
Elephant (Electrophysiology Analysis Toolkit) is an open-source, community centered library for the analysis of electrophysiological data in the Python programming language.
- data-analysis
- electrophysiology
- neurophysiology
- + 2
- Python
- C++
- Cuda
- + 1
HoloWizard
HoloWizard is a software to reconstruct near-field holograms form x-ray microscopy experiments and other sources.
- Near-field holography
- Phase problem
- Phase retrieval
- + 2
- Python
- HTML
- Shell
KaMinPar
Shared-Memory and Distributed-Memory Graph Partitioning
- Data analysis
- Graphs
- High performance computing
- + 3
- C++
- CMake
- Python
- + 4
LiSSA
LiSSA: A Framework for Generic Traceability Link Recovery In software development and maintenance, numerous artifacts such as requirements and code are produced. LiSSA aims to provide a generic solution for Traceability Link Recovery (TLR) by utilizing LLMs in combination with RAG techniques.
- Information Retrieval
- Large Language Model (LLM)
- Retrieval Augmented Generation (RAG)
- + 1
- Java
- Python
pertpy
Pertpy is a Python-based modular framework for the analysis of large-scale single-cell perturbation experiments.
- perturbation
- scverse
- single-cell RNA-seq
- Python
SUMO
Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.
- Aeronautics, Space and Transport
- Modelling
- open source
- + 2
- Python
- C++
- C
- + 14
Reflectorch
Reflectorch is a Python package for the analysis of X-ray and neutron reflectivity data using Pytorch-based neural networks. It provides fast simulation of reflectometry curves by GPU, parameterization via YAML configuration files, and prior-aware training.
- Machine learning
- neutron
- open source
- + 3
- Python
- TeX
- Dockerfile
Flow-Alert
A machine-learning and seismic data–driven model for early warning of channelized flows.
- debris (channelized) flows
- early warning
- event detection
- + 3
- Python
- Shell