All software
perun
perun is a Python package that calculates the energy consumption of Python scripts by sampling usage statistics from hardware interfaces. It can handle MPI applications, gather data from hundreds of nodes, and accumulate it efficiently.
- Earth & Environment
- Energy
- FAIR Software
- + 2
- Python
Stable-Baselines3
Stable Baselines3 (SB3) is a set of reliable implementations of reinforcement learning algorithms in PyTorch.
- Machine learning
- robotics
- Python
- Shell
- Makefile
- + 1
ARTIST
AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins
- Concentrated Solar Energy
- Differentiable Ray Tracing
- digital twin
- + 5
- Python
- TeX
LaPy
LaPy is an open-source Python package for differential geometry on triangle and tetrahedra meshes. It includes an FEM solver to estimate the Laplace, Poisson or Heat equations, also the computations of gradients, divergence, mean-curvature flow, conformal mappings, geodesics, ShapeDNA and more.
- computational geometry
- FEM
- Laplace
- + 4
- Python
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
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
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
KaMinPar
Shared-Memory and Distributed-Memory Graph Partitioning
- Data analysis
- Graphs
- High performance computing
- + 3
- C++
- CMake
- Python
- + 4
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
syndat
Syndat is a python package for evaluation and visualization of synthetic data.
- clinical data
- data privacy
- data quality
- + 3
- Python