All software
SeisBench: A toolbox for machine learning in seismology
SeisBench is an open-source Python toolbox for machine learning in seismology. It brings together the whole machine learning model lifecycle: datasets and benchmarks, models and training pipelines, and efficient implementations for deploying the models in production.
- Earth & Environment
- GPU
- Helmholtz AI
- + 4
- Jupyter Notebook
- Python
FlexiGIS
FlexiGIS is a software tool for processing and analysing GIS-based data to design urban energy systems. Models developed with FlexiGIS enable the exploration and assessment of flexibility options in cities.
- Data analysis
- Energy
- Energy planning
- + 4
- Python
- Makefile
AMIRIS
AMIRIS is the open Agent-based Market model for the Investigation of Renewable and Integrated energy Systems. It aims at enabling scientists to dissect the complex questions arising with respect to future energy markets, their market design, and energy-related policy instruments.
- Agent-based Model
- electricity
- Energy
- + 4
- Java
- Python
- BibTeX
OpenLB
OpenLB is a C++ package for the implementation of lattice Boltzmann methods (LBM) to address a vast range of transport problems, e.g. in computational fluid dynamics. The modular open source code enables fast implementation of academic test problems and advanced engineering applications.
- Computational Fluid Dynamics
- High Performance Computation
- Lattice Boltzmann Methods
- + 4
- C++
- C
- Python
- + 2
GSTools
GSTools is a Python-based software suite for solving a wide range of geostatistical problems. GSTools provides methods for generating different classes of correlated random fields; it can perform kriging, variogram estimation and much more.
- covariance-model
- geospatial
- geostatistics
- + 7
- Python
NNPDF
Fitting proton substructure to observation data using neural networks
- Machine learning
- Python
- Jupyter Notebook
- C
- + 5
DeepRank GNN
DeepRank-GNN is the graph neural network of our DeepRank package. DeepRank GNN allows to train graph neural networks to classify protein-protein interface
- Machine learning
- Protein-Protein Interaction
- Python
MS2DeepScore
Deep learning based similarity measure of mass spectrometry data.
- Jupyter Notebook
- Python
GOLEM
GOLEM is a modelling platform for thermal-hydraulic-mechanical and non-reactive chemical processes in fractured and faulted porous media, based on the MOOSE framework
- Earth & Environment
- Multiphysics of porous fractured rocks
- reservoir behaviour and induced seismicity
- + 1
- C++
- SWIG
- Assembly
- + 5
pycomlink
A python toolbox for deriving rainfall information from commercial microwave link (CML) data.
- precipitation estimation
- python
- rainfall
- + 2
- Python
ESMValCore
ESMValTool Core: core functionalities and driver for ESMValTool, a community diagnostic and performance metrics tool for routine evaluation of Earth System Models in CMIP.
- Big data
- Optimized data handling
- Visualization
- + 1
- Python
- Jupyter Notebook
- HTML
- + 5
Kernel Tuner
Kernel Tuner greatly simplifies the development of highly-optimized and auto-tuned CUDA, OpenCL, and C code, supporting many advanced use-cases and optimization strategies that speed up the auto-tuning process.
- Big data
- GPU
- High performance computing
- + 3
- Python
- Cuda