All software
DataSAIL
DataSAIL is an open-source software tool that splits machine learning datasets while minimizing Information Leakage. It formulates the splitting of a dataset as a constrained minimization problem and optimizes the data split towards an objective function that accounts for information leakage.
- Convex Optimization
- data management
- Data Splitting
- + 3
- Python
- Go Template
- Smarty
Kadi4Mat
Kadi4Mat is a generic and open source virtual research environment.
- Aeronautics, Space and Transport
- Earth & Environment
- Electronic Lab Notebook
- + 9
- Python
- Vue
- HTML
- + 2
BrainPrint
Our BrainPrint tools provide shape descriptors of neuroanatomical structures and require a FreeSurfer or FastSurfer segmentation as a pre-processing step. BrainPrint is based on “ShapeDNA” a spectral shape descriptor.
- Data analysis
- MRI
- open source
- + 1
- Python
Trixi.jl
Trixi.jl is a numerical simulation framework for conservation laws written in Julia with an extensible design with a fast implementation, Trixi.jl is focused on being easy to use for new or inexperienced users, including the installation and postprocessing procedures.
- CFD
- Earth & Environment
- hpc
- + 3
- Julia
- Jupyter Notebook
- Shell
- + 2
oemof.solph
oemof.solph is a model generator for energy system modelling and optimisation. It facilitates the formulation of (mixed-integer) linear programs from a generic graph-based structure, allowing to create multi-sector models on different levels of detail with user-defined time-resolution.
- Energy
- Energy System Analysis
- ESD
- + 2
- Python
Ginkgo
Ginkgo is a high-performance math library for the solution of sparse linear systems on GPUs (AMD, Intel, NVIDIA). Ginkgo is implemented using modern C++ and provides preconditioned Krylov solvers, multigrid, sparse direct solvers, mixed precision, and batched functionality.
- GPU
- High performance computing
- Large linear equation system
- + 4
- C++
- CMake
- Cuda
- + 4
MFDFA
The Python package `MFDFA` provides the tools to perform a multifractal detrended fluctuation analysis that enables the investigation of stochastic processes where long-range memory and persistence are necessary to consider.
- Data analysis
- Energy
- ESD
- + 3
- Python
JEMRIS
JEMRIS is a versatile, open-source, multi-purpose MRI simulator. It is well-suited for research and education.
- MRI
- Simulation
- C++
- Python
- MATLAB
- + 5
ETHOS.GLAES
GLAES is a framework for conducting land eligibility analyses and is designed to easily incorporate disparate geospatial information from a variety of sources into a unified solution.
- ESD
- ESD - Topic 1
- Python
- Batchfile
- Shell
GTlab
A C++ framework for collaborative engineering
- Aeronautics, Space and Transport
- C++
- optimization
- + 2
- C++
- CMake
- Python
- + 5
MPTRAC
Massive-Parallel Trajectory Calculations (MPTRAC) is a Lagrangian particle dispersion model for the analysis of atmospheric transport processes in the free troposphere and stratosphere.
- Atmospheric science
- Earth & Environment
- GPU
- + 7
- C
- Shell
- HTML
- + 4
UrbEm - Urban Emission downscaling for air quality modeling
UrbEm enables in a modular manner downscaling of gridded regional emissions with specific spatial proxies based on a variety of open access, robust, sustainable and frequently updated sources. UrbEm can be applied to any urban area in Europe and provides methodological homogeneity between cities.
- Air quality
- Chemistry Transport Modeling
- Earth & Environment
- + 2
- Python
- R