All software
nnDetection
nnDetection: A Self-configuring Method for Medical Object Detection
- 3d-object-detection
- biomedical image analysis
- Detection
- + 3
- Python
- Cuda
- Dockerfile
- + 3
alpaka
The alpaka library is a header-only C++17 abstraction framework designed for computing accelerator development. It enables developers to implement algorithms once and execute them across a range of platforms, including x86, ARM, and RISC-V CPUs, as well as accelerators from NVIDIA, AMD, and Intel.
- C++
- CPU
- CUDA
- + 7
- C++
- Python
- CMake
- + 1
BornAgain
Software to simulate and fit neutron and x-ray reflectometry and grazing-incidence small-angle scattering. The latter is computed as usual, using the distorted-wave Born approximation, hence the name. Users can set up arbitrary multilayer samples with interface roughness and embedded nanoparticles.
- Data analysis
- Modelling
- Photon and neutron science
- + 1
- C++
- Python
- CMake
- + 2
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
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
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
RIM2D
Highly Efficient 2D Hydraulic Simulation of Fluvial, Pluvial and Urban Flooding. RIM2D is a raster based inundation model solving the inertial formulation of the shallow water equation, including the consideration of drainage. It is implemented in CUDA Fortran and leverages parallelisation on GPUs.
- Flood
- Fortran
- GPU
- + 1
challengeR
challengeR: Methods and open-source toolkit for analyzing and visualizing challenge results
- Computer science
- Image processing
- Machine learning
- + 2
- R
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