Ansible Collection - hifis.toolkit
This collection provides production-ready Ansible roles used for providing services used in research and by research software engineers, but not exclusively. The collection is used to deploy popular Helmholtz Cloud services like the Helmholtz Codebase and its CI infrastructure.
- Jinja
BioAutoML - Democratizing Machine Learning in Life Sciences
BioAutoML automatically runs an end-to-end ML pipeline that can be effectively employed by non-experts. BioAutoML does not require specialized human assistance, i.e., it only needs a training dataset of biological sequences (FASTA files) to perform an end-to-end ML experiment.
- Artificial Intelligence
- Big data
- BioAutoML
- + 3
- Jupyter Notebook
- Python
CoMOLA
CoMOLA is a python tool for optimal spatial allocation of land uses. The tool creates optimal land-use maps for up to four objectives. It takes into account constraints and can be coupled with external models to evaluate different objectives (e.g. ecosystem services/biodiversity models)
- land-use allocation
- multi-objective optimization
- NSGA-II
- Python
- R
DeepTrees🌳
Tree Crown Segmentation and Analysis in Remote Sensing Imagery with PyTorch
- Deep Learning
- Earth & Environment
- open source
- + 3
- Jupyter Notebook
- Python
- Shell
- + 1
FishInspector
The software FishInspector provides automatic feature detections in images of zebrafish embryos (body size, eye size, pigmentation). It is Matlab-based and provided as a Windows executable (no matlab installation needed).
- Earth & Environment
- image feature detection
- pattern recognition
- + 1
- MATLAB
- HTML
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
Helmholtz Research Software Directory
The Helmholtz Research Software Directory is a place to discover and promote research software. Designed for Research Software Engineers and Scientists, it aims to foster FAIR and reuseability of software.
- FAIR Software
- TSX
- TypeScript
- Java
- + 2
MassBank
MassBank is an open source mass spectral library for the identification of small chemical molecules of metabolomics, exposomics and environmental relevance.
- database
- Earth & Environment
- mass spectrometry
mHM
The mesoscale Hydrologic Model (mHM) is a well established hydrological model used by the scientific community. It is under active development with dozens of contributors and has an open community always interested in discussions.
- Earth & Environment
- mesoscale hydrologic model
- mHM
- + 2
- AGS Script
- Fortran Free Form
- Python
- + 2
OpenGeoSys
OpenGeoSys (OGS) is a scientific open source project for the development of numerical methods for the simulation of thermo-hydro-mechanical-chemical (THMC) processes in porous and fractured media.
- Earth & Environment
- geotechnics
- geothermal modeling
- + 5
- C++
- AGS Script
- TypeScript
- + 2
SaQC
A consistent, extensible, easy-to-use tool/framework for reproducible quality control of time series data.
- Data analysis
- Earth & Environment
- Quality control
- + 1
- Python
Sensor Management System
The Sensor Management System (SMS) allows the comprehensive acquisition, administration and export of meta data of platforms, sensors and measurement configurations by stations and campaigns operated in the Helmholtz research field Earth & Environment.
- catalogue
- data managment
- Earth & Environment
- + 4
- Python
- TypeScript
- Vue
- + 2