All software
nnU-Net
Automatic configuration and training of U-Net-based segmentation pipelines. Works out-of-the-box for a broad range of datasets from all imaging domain! Supports 2D and 3D (multi-channel) images.
- 2D images
- 3D images
- semantic segmentation
- + 1
- Python
- Shell
NOMAD
NOMAD is a web-based research data management software.
- NFDI
- OpenSource
- Research data management
- Python
- JavaScript
- CSS
- + 2
novoSpaRc
novoSpaRc predicts locations of single cells in space by solely using single-cell RNA sequencing data. An existing reference database of marker genes is not required, but significantly enhances performance if available.
- Data analysis
- open source
- single-cell RNA-seq
- Jupyter Notebook
- HTML
- Python
Nexus - Nuclear Elastic X-ray scattering Universal Software
The Nuclear Elastic X-ray scattering Universal Software (Nexus) is a Python package for simulating and fitting of Mossbauer spectra, nuclear resonant scattering (NRS) data, pure electronic X-ray reflectivities (XRR), nuclear X-ray reflectivities, and polarization dependent electronic scattering.
- Mossbauer
- Mossbauer spectroscopy
- Nuclear resonant scattering
- + 1
- C++
- Python
- SWIG
- + 2
ODM2SMS
A tool to migrate sensor metadata from the observation data model to the Helmholtz Sensor Management System via API.
- Earth & Environment
- metadata
- Research Data Management
- + 1
- Python
- Dockerfile
openFuelCell2
openFuelCell2 is a computational fluid dynamics (CFD) toolbox for simulating electrochemical devices such as fuel cells and electrolysis. The solver is based on the open-source library, OpenFOAM®.
- Electrolyzer
- Energy
- Fuel cells
- + 1
- C
- C++
- Python
- + 2
openPMD-api
openPMD is an open meta-data schema that provides meaning and self-description for datasets in science and engineering. This library provides a reference API for openPMD data handling, supporting established I/O backends such as HDF5, ADIOS2, JSON and TOML from serial to MPI-parallel workflows.
- ADIOS
- data
- file-format
- + 8
- C++
- Python
- CMake
- + 5
OSADCP Toolbox
Open-source Python toolbox called OSADCP for scientists to convert, clean, calibrate and organize binary raw vessel-mounted Acoustic Doppler Current Profiler (ADCP) data for scientific use. The toolbox is designed to process ADCP measurements in deep water by Teledyne RDI Ocean Surveyor ADCPs.
- Data Visualization
- Earth & Environment
- FAIR Data
- + 5
- Python
otter
The otter Framework combines community network analysis using Co-Occurrence networks, Louvain Clustering and Convergent Cross Mapping networks. Funding through the Helmholtz DataHub Initiative; project iLOVE.
- Community Dynamics
- Earth & Environment
- python
- Python
OxyPOM
OxyPOM: a biogeochemical model for Oxygen and Particulate Organic Matter dynamics with detailed temperature sensitivity
- Biogeochemistry
- Hypoxia
- Phytoplankton viral infection
- + 2
- Fortran Free Form
- R
- Shell
- + 2
ParFlow
ParFlow is a parallel, integrated hydrology model that simulates spatially distributed surface and subsurface flow.
- Earth System Modelling
- High performance computing
- Hydrology
- + 2
- C
- Tcl
- Python
- + 17
PeakPerformance
PeakPerformance is a Python toolbox for estimating peak areas from mass-spectrometry or HPLC datasets under uncertainty. It applies Bayesian inference using the PyMC library to parametric models of peak curves.
- Data analysis
- Earth & Environment
- mass spectrometry
- + 4
- Python
- TeX